Author: "Giri Shan Rajahram" - Searchworks@Jio Institute Digital Library Search Results

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1. At-admission prediction of mortality and pulmonary embolism in an international cohort of hospitalised patients with COVID-19 using statistical and machine learning methods

Author: Munib Mesinovic, Xin Ci Wong, Giri Shan Rajahram, Barbara Wanjiru Citarella, Kalaiarasu M. Peariasamy, Frank van Someren Greve, Piero Olliaro, Laura Merson, Lei Clifton, Christiana Kartsonaki, and ISARIC Characterisation Group
Subjects: Medicine, Science
Abstract: Abstract By September 2022, more than 600 million cases of SARS-CoV-2 infection have been reported globally, resulting in over 6.5 million deaths. COVID-19 mortality risk estimators are often, however, developed with small unrepresentative samples and with methodological limitations. It is highly important to develop predictive tools for pulmonary embolism (PE) in COVID-19 patients as one of the most severe preventable complications of COVID-19. Early recognition can help provide life-saving targeted anti-coagulation therapy right at admission. Using a dataset of more than 800,000 COVID-19 patients from an international cohort, we propose a cost-sensitive gradient-boosted machine learning model that predicts occurrence of PE and death at admission. Logistic regression, Cox proportional hazards models, and Shapley values were used to identify key predictors for PE and death. Our prediction model had a test AUROC of 75.9% and 74.2%, and sensitivities of 67.5% and 72.7% for PE and all-cause mortality respectively on a highly diverse and held-out test set. The PE prediction model was also evaluated on patients in UK and Spain separately with test results of 74.5% AUROC, 63.5% sensitivity and 78.9% AUROC, 95.7% sensitivity. Age, sex, region of admission, comorbidities (chronic cardiac and pulmonary disease, dementia, diabetes, hypertension, cancer, obesity, smoking), and symptoms (any, confusion, chest pain, fatigue, headache, fever, muscle or joint pain, shortness of breath) were the most important clinical predictors at admission. Age, overall presence of symptoms, shortness of breath, and hypertension were found to be key predictors for PE using our extreme gradient boosted model. This analysis based on the, until now, largest global dataset for this set of problems can inform hospital prioritisation policy and guide long term clinical research and decision-making for COVID-19 patients globally. Our machine learning model developed from an international cohort can serve to better regulate hospital risk prioritisation of at-risk patients.
Published: 2024
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2. Characteristics and outcomes of COVID-19 patients admitted to hospital with and without respiratory symptoms

Author: Barbara Wanjiru Citarella, Christiana Kartsonaki, Elsa D. Ibáñez-Prada, Bronner P. Gonçalves, Joaquin Baruch, Martina Escher, Mark G. Pritchard, Jia Wei, Fred Philippy, Andrew Dagens, Matthew Hall, James Lee, Demetrios James Kutsogiannis, Evert-Jan Wils, Marília Andreia Fernandes, Bharath Kumar Tirupakuzhi Vijayaraghavan, Prasan Kumar Panda, Ignacio Martin-Loeches, Shinichiro Ohshimo, Arie Zainul Fatoni, Peter Horby, Jake Dunning, Jordi Rello, Laura Merson, Amanda Rojek, Michel Vaillant, Piero Olliaro, Luis Felipe Reyes, S.A. Moharam, Sabriya Abdalasalam, Alaa Abdalfattah Abdalhadi, Naana Reyam Abdalla, Walaa Abdalla, Almthani Hamza Abdalrheem, Ashraf Abdalsalam, Saedah Abdeewi, Esraa Hassan Abdelgaum, Mohamed Abdelhalim, Mohammed Abdelkabir, Israa Abdelrahman, Sheryl Ann Abdukahil, Lamees Adil Abdulbaqi, Salaheddin Abdulhamid, Widyan Abdulhamid, Nurul Najmee Abdulkadir, Eman Abdulwahed, Rawad Abdunabi, Ryuzo Abe, Laurent Abel, Ahmed Mohammed Abodina, Amal Abrous, Lara Absil, Kamal Abu Jabal, Nashat Abu Salah, Abdurraouf Abusalama, Tareg Abdallah Abuzaid, Subhash Acharya, Andrew Acker, Elisabeth Adam, Safia Adem, Manuella Ademnou, Francisca Adewhajah, Diana Adrião, Anthony Afum-Adjei Awuah, Melvin Agbogbatey, Saleh Al Ageel, Aya Mustafa Ahmed, Musaab Mohammed Ahmed, Shakeel Ahmed, Zainab Ahmed Alaraji, Abdulrahman Ahmed Elhefnawy Enan, Reham Abdelhamid Ahmed Khalil, Ali Mostafa Ahmed Mohamed Abdelaziz, Kate Ainscough, Eka Airlangga, Tharwat Aisa, Ali Aisha, Bugila Aisha, Ali Ait Hssain, Younes Ait Tamlihat, Takako Akimoto, Ernita Akmal, Chika Akwani, Eman Al Qasim, Ahmed Alajeeli, Ahmed Alali, Razi Alalqam, Aliya Mohammed Alameen, Mohammed Al-Aquily, Zinah A. Alaraji, Khalid Albakry, Safa Albatni, Angela Alberti, Osama Aldabbourosama, Tala Al-dabbous, Amer Aldhalia, Abdulkarim Aldoukali, Senthilkumar Alegesan, Marta Alessi, Beatrice Alex, Kévin Alexandre, Abdulrahman Al-Fares, Asil Alflite, Huda Alfoudri, Qamrah Alhadad, Hoda Salem Alhaddad, Maali Khalid Mohamed Abdalla Alhasan, Ahmad Nabil Alhouri, Hasan Alhouri, Adam Ali, Imran Ali, Maha TagElser Mohammed Ali, Syed Ali Abbas, Yomna Ali Abdelghafar, Naseem Ali Sheikh, Kazali Enagnon Alidjnou, Mahmoud Aljadi, Sarah Aljamal, Mohammed Alkahlout, Akram Alkaseek, Qabas Alkhafajee, Clotilde Allavena, Nathalie Allou, Lana Almasri, Abdulrahman Almjersah, Raja Ahmed Alqandouz, Walaa Alrfaea, Moayad Alrifaee, Rawan Alsaadi, Yousef Al-Saba'a, Entisar Alshareea, Eslam Alshenawy, Aneela Altaf, João Melo Alves, João Alves, Rita Alves, Joana Alves Cabrita, Maria Amaral, Amro Essam Amer, Nur Amira, Amos Amoako Adusei, John Amuasi, Roberto Andini, Claire Andrejak, Andrea Angheben, François Angoulvant, Sophia Ankrah, Séverine Ansart, Sivanesen Anthonidass, Massimo Antonelli, Carlos Alexandre Antunes de Brito, Ardiyan Apriyana, Yaseen Arabi, Irene Aragao, Francisco Arancibia, Carolline Araujo, Antonio Arcadipane, Patrick Archambault, Lukas Arenz, Jean-Benoît Arlet, Christel Arnold-Day, Lovkesh Arora, Rakesh Arora, Elise Artaud-Macari, Diptesh Aryal, Angel Asensio, Elizabeth A. Ashley, Muhammad Ashraf, Muhammad Sheharyar Ashraf, Abir Ben Ashur, Franklin Asiedu-Bekoe, Namra Asif, Mohammad Asim, Grace Assi, Jean Baptiste Assie, Amirul Asyraf, Fouda Atangana, Ahmed Atia, Minahel Atif, Asia Atif Abdelrhman Abdallahrs, Anika Atique, Moad Atlowly, AM Udara Lakshan Attanyake, Johann Auchabie, Hugues Aumaitre, Adrien Auvet, Abdelmalek Awad Ali Mohammed, Eyvind W. Axelsen, Ared Ayad, Ahmed Ayman Hassan Helmi, Laurène Azemar, Mohammed Azizeldin, Cecile Azoulay, Hakeem Babatunde, Benjamin Bach, Delphine Bachelet, Claudine Badr, Roar Bævre-Jensen, Nadia Baig, John Kenneth Baillie, J Kevin Baird, Erica Bak, Agamemnon Bakakos, Nazreen Abu Bakar, Hibah Bileid Bakeer, Ashraf Bakri, Andriy Bal, Mohanaprasanth Balakrishnan, Irene Bandoh, Firouzé Bani-Sadr, Renata Barbalho, Nicholas Yuri Barbosa, Wendy S. Barclay, Saef Umar Barnett, Michaela Barnikel, Helena Barrasa, Cleide Barrigoto, Marie Bartoli, Joaquín Baruch, Romain Basmaci, Muhammad Fadhli Hassin Basri, AbdAlkarim Batool, Denise Battaglini, Jules Bauer, Diego Fernando Bautista Rincon, Denisse Bazan Dow, Abigail Beane, Alexandra Bedossa, Ker Hong Bee, Husna Begum, Sylvie Behilill, Albertus Beishuizen, Aleksandr Beljantsev, David Bellemare, Anna Beltrame, Beatriz Amorim Beltrão, Marine Beluze, Nicolas Benech, Lionel Eric Benjiman, Suzanne Bennett, Luís Bento, Jan-Erik Berdal, Lamis Berdeweel, Delphine Bergeaud, Hazel Bergin, Giulia Bertoli, Lorenzo Bertolino, Simon Bessis, Sybille Bevilcaqua, Karine Bezulier, Amar Bhatt, Krishna Bhavsar, Isabella Bianchi, Claudia Bianco, Sandra Bichoka, Farah Nadiah Bidin, Felwa Bin Humaid, Mohd Nazlin Bin Kamarudin, Muhannud Binnawara, Zeno Bisoffi, Patrick Biston, Laurent Bitker, Mustapha Bittaye, Jonathan Bitton, Pablo Blanco-Schweizer, Catherine Blier, Frank Bloos, Mathieu Blot, Filomena Boccia, Laetitia Bodenes, Debby Bogaert, Anne-Hélène Boivin, Ariel Bolanga, Isabela Bolaños, Pierre-Adrien Bolze, François Bompart, Aurelius Bonifasius, Joe Bonney, Diogo Borges, Raphaël Borie, Hans Martin Bosse, Elisabeth Botelho-Nevers, Lila Bouadma, Olivier Bouchaud, Sabelline Bouchez, Damien Bouhour, Kévin Bouiller, Laurence Bouillet, Camile Bouisse, Latsaniphone Bountthasavong, Anne-Sophie Boureau, John Bourke, Maude Bouscambert, Aurore Bousquet, Marielle Boyer-Besseyre, Maria Boylan, Fernando Augusto Bozza, Axelle Braconnier, Cynthia Braga, Timo Brandenburger, Filipa Brás Monteiro, Luca Brazzi, Dorothy Breen, Patrick Breen, David Brewster, Kathy Brickell, Tessa Broadley, Helen Brotherton, Alex Browne, Nicolas Brozzi, Sonja Hjellegjerde Brunvoll, Marjolein Brusse-Keizer, Petra Bryda, Nina Buchtele, Polina Bugaeva, Marielle Buisson, Danilo Buonsenso, Erlina Burhan, Donald Buri, Aidan Burrell, Ingrid G. Bustos, Denis Butnaru, André Cabie, Susana Cabral, Joana Cabrita, Eder Caceres, Cyril Cadoz, Rui Caetano Garcês, Kate Calligy, Jose Andres Calvache, João Camões, Valentine Campana, Paul Campbell, Josie Campisi, Cecilia Canepa, Mireia Cantero, Janice Caoili, Pauline Caraux-Paz, Sheila Cárcel, Filipa Cardoso, Filipe Cardoso, Nelson Cardoso, Sofia Cardoso, Simone Carelli, Nicolas Carlier, Thierry Carmoi, Gayle Carney, Inês Carqueja, Marie-Christine Carret, François Martin Carrier, Ida Carroll, Gail Carson, Maire-Laure Casanova, Mariana Cascão, Siobhan Casey, José Casimiro, Bailey Cassandra, Silvia Castañeda, Nidyanara Castanheira, Guylaine Castor-Alexandre, Ivo Castro, Ana Catarino, François-Xavier Catherine, Paolo Cattaneo, Roberta Cavalin, Giulio Giovanni Cavalli, Alexandros Cavayas, Adrian Ceccato, Masaneh Ceesay, Shelby Cerkovnik, Minerva Cervantes-Gonzalez, Muge Cevik, Anissa Chair, Catherine Chakveatze, Adrienne Chan, Meera Chand, Jean-Marc Chapplain, Charlotte Charpentier, Julie Chas, Muhammad Mobin Chaudry, Jonathan Samuel Chávez Iñiguez, Anjellica Chen, Yih-Sharng Chen, Léo Chenard, Matthew Pellan Cheng, Antoine Cheret, Thibault Chiarabini, Julian Chica, Suresh Kumar Chidambaram, Leong Chin Tho, Catherine Chirouze, Davide Chiumello, Sung-Min Cho, Bernard Cholley, Danoy Chommanam, Marie-Charlotte Chopin, Yock Ping Chow, Ting Soo Chow, Nathaniel Christy, Hiu Jian Chua, Jonathan Chua, Jose Pedro Cidade, José Miguel Cisneros Herreros, Anna Ciullo, Jennifer Clarke, Rolando Claure-Del Granado, Sara Clohisey, Cassidy Codan, Caitriona Cody, Jennifer Coles, Megan Coles, Gwenhaël Colin, Michael Collins, Pamela Combs, Jennifer Connolly, Marie Connor, Anne Conrad, Elaine Conway, Graham S. Cooke, Hugues Cordel, Amanda Corley, Sabine Cornelis, Alexander Daniel Cornet, Arianne Joy Corpuz, Andrea Cortegiani, Grégory Corvaisier, Camille Couffignal, Sandrine Couffin-Cadiergues, Roxane Courtois, Stéphanie Cousse, Juthaporn Cowan, Rachel Cregan, Gloria Crowl, Jonathan Crump, Claudina Cruz, Marc Csete, Ailbhe Cullen, Matthew Cummings, Gerard Curley, Elodie Curlier, Colleen Curran, Paula Custodio, Ana da Silva Filipe, Charlene Da Silveira, Al-Awwab Dabaliz, John Arne Dahl, Darren Dahly, Umberto D'Alessandro, Peter Daley, Zaina Dalloul, Heidi Dalton, Jo Dalton, Seamus Daly, Juliana Damas, Joycelyn Dame, Cammandji Damien, Nick Daneman, Jorge Dantas, Frédérick D'Aragon, Gillian de Loughry, Diego de Mendoza, Etienne De Montmollin, Rafael Freitas de Oliveira França, Ana Isabel de Pinho Oliveira, Rosanna De Rosa, Cristina De Rose, Thushan de Silva, Peter de Vries, Jillian Deacon, David Dean, Alexa Debard, Bianca DeBenedictis, Marie-Pierre Debray, Nathalie DeCastro, William Dechert, Romain Decours, Eve Defous, Isabelle Delacroix, Alexandre Delamou, Eric Delaveuve, Karen Delavigne, Nathalie M. Delfos, Ionna Deligiannis, Andrea Dell'Amore, Christelle Delmas, Pierre Delobel, Corine Delsing, Elisa Demonchy, Emmanuelle Denis, Dominique Deplanque, Pieter Depuydt, Diane Descamps, Mathilde Desvallées, Santi Dewayanti, Pathik Dhangar, Alpha Diallo, Souleymane Taran Diallo, Sylvain Diamantis, André Dias, Fernanda Dias Da Silva, Rodrigo Diaz, Juan Jose Diaz, Priscila Diaz, Bakary K. Dibba, Kévin Didier, Jean-Luc Diehl, Wim Dieperink, Jérôme Dimet, Vincent Dinot, Fara Diop, Alphonsine Diouf, Yael Dishon, Cedric Djadda, Félix Djossou, Annemarie B. Docherty, Helen Doherty, Arjen M. Dondorp, Christl A. Donnelly, Yoann Donohue, Sean Donohue, Peter Doran, Céline Dorival, Eric D'Ortenzio, Yash Doshi, Phouvieng Douangdala, James Joshua Douglas, Renee Douma, Nathalie Dournon, Joanne Downey, Mark Downing, Thomas Drake, Aoife Driscoll, Ibrahim Kwaku Duah, Claudio Duarte Fonseca, Vincent Dubee, François Dubos, Audrey Dubot-Pérès, Alexandre Ducancelle, Toni Duculan, Susanne Dudman, Abhijit Duggal, Paul Dunand, Mathilde Duplaix, Emanuele Durante-Mangoni, Lucian Durham, III, Bertrand Dussol, Juliette Duthoit, Xavier Duval, Anne Margarita Dyrhol-Riise, Sim Choon Ean, Ada Ebo, Marco Echeverria-Villalobos, Michael Edelstein, Siobhan Egan, Linn Margrete Eggesbø, Khadeja Ehzaz, Carla Eira, Mohammed El Sanharawi, Marwan El Sayed, Mohammed Elabid, Mohamed Bashir Elagili, Subbarao Elapavaluru, Mohammad Elbahnasawy, Sohail Elboshra, Brigitte Elharrar, Jacobien Ellerbroek, Merete Ellingjord-Dale, Hamida ELMagrahi, Mohammad Muatasm Elmubark, Loubna Elotmani, Lauren Eloundou, Philippine Eloy, Basma Elshaikhy, Tarek Elshazly, Wafa Elsokni, Aml Ahmed Eltayeb, Iqbal Elyazar, Zarief Kamel Emad, Hussein Embarek, Isabelle Enderle, Tomoyuki Endo, Gervais Eneli, Chan Chee Eng, Ilka Engelmann, Vincent Enouf, Olivier Epaulard, Haneen Esaadi, Mariano Esperatti, Hélène Esperou, Catarina Espírito Santo, Marina Esposito-Farese, Rachel Essaka, Lorinda Essuman, João Estevão, Manuel Etienne, Anna Greti Everding, Mirjam Evers, Isabelle Fabre, Marc Fabre, Ismaila Fadera, Asgad Osman Abdalla Fadlalla, Amna Faheem, Arabella Fahy, Cameron J. Fairfield, Zul Fakar, Komal Fareed, Pedro Faria, Ahmed Farooq, Hanan Fateena, Mohamed Fathi, Salem Fatima, Karine Faure, Raphaël Favory, Mohamed Fayed, Niamh Feely, Jorge Fernandes, Susana Fernandes, François-Xavier Ferrand, Eglantine Ferrand Devouge, Joana Ferrão, Mário Ferraz, Benigno Ferreira, Isabel Ferreira, Bernardo Ferreira, Sílvia Ferreira, Nicolas Ferriere, Céline Ficko, Claudia Figueiredo-Mello, William Finlayson, Thomas Flament, Tom Fletcher, Aline-Marie Florence, Letizia Lucia Florio, Brigid Flynn, Deirdre Flynn, Jean Foley, Victor Fomin, Tatiana Fonseca, Patricia Fontela, Karen Forrest, Simon Forsyth, Denise Foster, Giuseppe Foti, Berline Fotso, Erwan Fourn, Robert A. Fowler, Marianne Fraher, Diego Franch-Llasat, Christophe Fraser, John F. Fraser, Marcela Vieira Freire, Ana Freitas Ribeiro, Craig French, Caren Friedrich, Ricardo Fritz, Stéphanie Fry, Nora Fuentes, Masahiro Fukuda, G. Argin, Valérie Gaborieau, Rostane Gaci, Massimo Gagliardi, Jean-Charles Gagnard, Amandine Gagneux-Brunon, Abdou Gai, Sérgio Gaião, Linda Gail Skeie, Adham Mohamed Galal Mohamed Ramadan, Phil Gallagher, Carrol Gamble, Yasmin Gani, Arthur Garan, Rebekha Garcia, Julia Garcia-Diaz, Esteban Garcia-Gallo, Navya Garimella, Denis Garot, Valérie Garrait, Basanta Gauli, Anatoliy Gavrylov, Alexandre Gaymard, Johannes Gebauer, Eva Geraud, Louis Gerbaud Morlaes, Nuno Germano, Malak Ghemmeid, Praveen Kumar Ghisulal, Jade Ghosn, Marco Giani, Tristan Gigante, Elaine Gilroy, Guillermo Giordano, Michelle Girvan, Valérie Gissot, Gezy Giwangkancana, Daniel Glikman, Petr Glybochko, Eric Gnall, Geraldine Goco, François Goehringer, Siri Goepel, Jean-Christophe Goffard, Jin Yi Goh, Brigitta Golács, Jonathan Golob, Kyle Gomez, Joan Gómez-Junyent, Marie Gominet, Alicia Gonzalez, Patricia Gordon, Isabelle Gorenne, Laure Goubert, Cécile Goujard, Tiphaine Goulenok, Margarite Grable, Jeronimo Graf, Edward Wilson Grandin, Pascal Granier, Giacomo Grasselli, Lorenzo Grazioli, Christopher A. Green, Courtney Greene, William Greenhalf, Segolène Greffe, Domenico Luca Grieco, Matthew Griffee, Fiona Griffiths, Ioana Grigoras, Albert Groenendijk, Fassou Mathias Grovogui, Heidi Gruner, Yusing Gu, Jérémie Guedj, Martin Guego, Anne-Marie Guerguerian, Daniela Guerreiro, Romain Guery, Anne Guillaumot, Laurent Guilleminault, Maisa Guimarães de Castro, Thomas Guimard, Marieke Haalboom, Daniel Haber, Ali Hachemi, Abdurrahman Haddud, Nadir Hadri, Wael Hafez, Fakhir Raza Haidri, Fatima Mhd Rida Hajij, Sheeba Hakak, Adam Hall, Sophie Halpin, Shaher Hamdan, Abdelhafeez Hamdi, Jawad Hameed, Ansley Hamer, Raph L. Hamers, Rebecca Hamidfar, Bato Hammarström, Naomi Hammond, Terese Hammond, Lim Yuen Han, Matly Hanan, Rashan Haniffa, Kok Wei Hao, Hayley Hardwick, Ewen M. Harrison, Janet Harrison, Samuel Bernard Ekow Harrison, Alan Hartman, Sulieman Hasan, Mohammad Ali Nabil Hasan, Mohd Shahnaz Hasan, Junaid Hashmi, Madiha Hashmi, Amoni Hassan, Ebtisam Hassanin, Muhammad Hayat, Ailbhe Hayes, Leanne Hays, Jan Heerman, Lars Heggelund, Ahmed Helmi, Ross Hendry, Martina Hennessy, Aquiles Rodrigo Henriquez-Trujillo, Maxime Hentzien, Diana Hernandez, Andrew Hershey, Liv Hesstvedt, Astarini Hidayah, Eibhlin Higgins, Rupert Higgins, Samuel Hinton, Hiroaki Hiraiwa, Haider Hirkani, Hikombo Hitoto, Antonia Ho, Yi Bin Ho, Alexandre Hoctin, Isabelle Hoffmann, Wei Han Hoh, Oscar Hoiting, Rebecca Holt, Jan Cato Holter, Juan Pablo Horcajada, Ikram Houas, Mabrouka Houderi, Catherine L. Hough, Stuart Houltham, Jimmy Ming-Yang Hsu, Jean-Sébastien Hulot, Abby Hurd, Iqbal Hussain, Aliae Mohamed Hussein, Mahmood Hussein, Fatima Ibrahim, Bashir Ibran, Samreen Ijaz, M. Arfan Ikram, Carlos Cañada Illana, Patrick Imbert, Muhammad Imran Ansari, Rana Imran Sikander, Hugo Inácio, Carmen Infante Dominguez, Yun Sii Ing, Mariachiara Ippolito, Vera Irawany, Sarah Isgett, Tiago Isidoro, Nadiah Ismail, Margaux Isnard, Mette Stausland Istre, Junji Itai, Daniel Ivulich, Danielle Jaafar, Salma Jaafoura, Hamza Jaber, Julien Jabot, Clare Jackson, Abubacarr Jagne, Stéphane Jaureguiberry, Denise Jaworsky, Florence Jego, Anilawati Mat Jelani, Synne Jenum, Ruth Jimbo-Sotomayor, Ong Yiaw Joe, Ruth Noemí Jorge García, Silje Bakken Jørgensen, Cédric Joseph, Mark Joseph, Swosti Joshi, Mercé Jourdain, Philippe Jouvet, Anna Jung, Hanna Jung, Dafsah Juzar, Ouifiya Kafif, Florentia Kaguelidou, Neerusha Kaisbain, Thavamany Kaleesvran, Sabina Kali, Karl Trygve Kalleberg, Smaragdi Kalomoiri, Muhammad Aisar Ayadi Kamaluddin, Armand Saloun Kamano, Zul Amali Che Kamaruddin, Nadiah Kamarudin, Kavita Kamineni, Darshana Hewa Kandamby, Kong Yeow Kang, Darakhshan Kanwal, Dyah Kanyawati, Mohamed Karghul, Pratap Karpayah, Todd Karsies, Daisuke Kasugai, Kevin Katz, Christy Kay, Lamees Kayyali, Seán Keating, Pulak Kedia, Andrea Kelly, Aoife Kelly, Claire Kelly, Niamh Kelly, Sadie Kelly, Yvelynne Kelly, Maeve Kelsey, Kalynn Kennon, Sommay Keomany, Maeve Kernan, Younes Kerroumi, Sharma Keshav, Shams Khail, Sarah Khaled, Imrana Khalid, Antoine Khalil, Irfan Khan, Quratul Ain Khan, Sushil Khanal, Abid Khatak, Krish Kherajani, Michelle E. Kho, Denisa Khoo, Ryan Khoo, Saye Khoo, Muhammad Nasir Khoso, Amin Khuwaja, Khor How Kiat, Yuri Kida, Peter Kiiza, Beathe Kiland Granerud, Anders Benjamin Kildal, Jae Burm Kim, Antoine Kimmoun, Detlef Kindgen-Milles, Nobuya Kitamura, Eyrun Floerecke Kjetland Kjetland, Paul Klenerman, Rob Klont, Gry Kloumann Bekken, Stephen R. Knight, Robin Kobbe, Paa Kobina Forson, Chamira Kodippily, Malte Kohns Vasconcelos, Sabin Koirala, Mamoru Komatsu, Franklina Korkor Abebrese, Volkan Korten, Stephanie Kouba, Mohamed Lamine Kourouma, Karifa Kourouma, Arsène Kpangon, Karolina Krawczyk, Ali Kredan, Vinothini Krishnan, Sudhir Krishnan, Oksana Kruglova, Anneli Krund, Pei Xuan Kuan, Ashok Kumar, Deepali Kumar, Ganesh Kumar, Mukesh Kumar, Dinesh Kuriakose, Ethan Kurtzman, Demetrios Kutsogiannis, Galyna Kutsyna, Ama Kwakyewaa Bedu-Addo, Sylvie Kwedi, Konstantinos Kyriakoulis, Marie Lachatre, Marie Lacoste, John G. Laffey, Nadhem Lafhej, Marie Lagrange, Fabrice Laine, Olivier Lairez, Sanjay Lakhey, Marc Lambert, François Lamontagne, Marie Langelot-Richard, Vincent Langlois, Eka Yudha Lantang, Marina Lanza, Cédric Laouénan, Samira Laribi, Delphine Lariviere, Stéphane Lasry, Sakshi Lath, Naveed Latif, Youssef Latifeh, Odile Launay, Didier Laureillard, Yoan Lavie-Badie, Andy Law, Cassie Lawrence, Teresa Lawrence, Minh Le, Clément Le Bihan, Cyril Le Bris, Georges Le Falher, Lucie Le Fevre, Quentin Le Hingrat, Marion Le Maréchal, Soizic Le Mestre, Gwenaël Le Moal, Vincent Le Moing, Hervé Le Nagard, Ema Leal, Marta Leal Santos, Biing Horng Lee, Heng Gee Lee, Su Hwan Lee, Jennifer Lee, Todd C. Lee, Yi Lin Lee, Gary Leeming, Bénédicte Lefebvre, Laurent Lefebvre, Benjamin Lefèvre, Sylvie LeGac, Merili-Helen Lehiste, Jean-Daniel Lelievre, François Lellouche, Adrien Lemaignen, Véronique Lemee, Anthony Lemeur, Gretchen Lemmink, Ha Sha Lene, Jenny Lennon, Rafael León, Marc Leone, Tanel Lepik, Quentin Lepiller, François-Xavier Lescure, Olivier Lesens, Mathieu Lesouhaitier, Amy Lester-Grant, Andrew Letizia, Sophie Letrou, Bruno Levy, Yves Levy, Claire Levy-Marchal, Katarzyna Lewandowska, Erwan L'Her, Gianluigi Li Bassi, Janet Liang, Ali Liaquat, Geoffrey Liegeon, Kah Chuan Lim, Wei Shen Lim, Chantre Lima, Bruno Lina, Lim Lina, Andreas Lind, Maja Katherine Lingad, Guillaume Lingas, Sylvie Lion-Daolio, Keibun Liu, Marine Livrozet, Patricia Lizotte, Antonio Loforte, Navy Lolong, Leong Chee Loon, Diogo Lopes, Dalia Lopez-Colon, Anthony L. Loschner, Paul Loubet, Bouchra Loufti, Guillame Louis, Silvia Lourenco, Lara Lovelace-Macon, Lee Lee Low, Marije Lowik, Jia Shyi Loy, Jean Christophe Lucet, Carlos M. Luna, Olguta Lungu, Miles Lunn, Liem Luong, Nestor Luque, Dominique Luton, Olavi Maasikas, Moïse Machado, Sara Machado, Gabriel Macheda, Mustafa Magzoub, Rafael Mahieu, Sophie Mahy, Ana Raquel Maia, Lars S. Maier, Oumou Maiga Ascofare, Mylène Maillet, Thomas Maitre, Nimisha Abdul Majeed, Maximilian Malfertheiner, Nadia Malik, Paddy Mallon, Fernando Maltez, Denis Malvy, Victoria Manda, Laurent Mandelbrot, Frank Manetta, Julie Mankikian, Edmund Manning, Aldric Manuel, Veronika Maráczi, Ceila Maria Sant′Ana Malaque, Flávio Marino, Samuel Markowicz, Ana Marques, Catherine Marquis, Laura Marsh, Brian Marsh, Megan Marshal, John Marshall, Celina Turchi Martelli, Dori-Ann Martin, Emily Martin, Guillaume Martin-Blondel, Alessandra Martinelli, F. Eduardo Martinez, Martin Martinot, Alejandro Martín-Quiros, Ana Martins, João Martins, Nuno Martins, Caroline Martins Rego, Gennaro Martucci, Olga Martynenko, Eva Miranda Marwali, Marsilla Marzukie, David Maslove, Sabina Mason, Sobia Masood, Fatma Masoud, Moise Massoma, Palmer Masumbe, Mohd Basri Mat Nor, Moshe Matan, Henrique Mateus Fernandes, Meghena Mathew, Christina Mathew, Mathieu Mattei, Laurence Maulin, Juergen May, Javier Maynar, Mayfong Mayxay, Thierry Mazzoni, Lisa Mc Sweeney, Colin McArthur, Naina McCann, Peter McCanny, Aine McCarthy, Anne McCarthy, Colin McCloskey, Rachael McConnochie, Sherry McDermott, Sarah E. McDonald, Aine McElroy, Samuel McElwee, Natalie McEvoy, Allison McGeer, Kenneth A. McLean, Paul McNally, Bairbre McNicholas, Edel Meaney, Cécile Mear-Passard, Maggie Mechlin, Nastia Medombou, Omar Mehkri, Ferruccio Mele, Luis Melo, Kashif Ali Memon, João João Mendes, Ogechukwu Menkiti, Kusum Menon, France Mentré, Alexander J. Mentzer, Emmanuelle Mercier, Noémie Mercier, Antoine Merckx, Mayka Mergeay-Fabre, Blake Mergler, António Mesquita, Roberta Meta, Osama Metwally, Agnès Meybeck, Dan Meyer, Alison M. Meynert, Vanina Meysonnier, Mehdi Mezidi, Céline Michelanglei, Isabelle Michelet, Efstathia Mihelis, Vladislav Mihnovit, Duha Milad Abdullah, Jennene Miller, Hugo Miranda-Maldonado, Nor Arisah Misnan, Nik Nur Eliza Mohamed, Nouralsabah Mohamed, Tahira Jamal Mohamed, Alaa Mohamed Ads, Ahmed Reda Mohamed Elsayed Abdelhalim, Libya Mohammed, Shrouk Fawze Mohammed Mostafa, Manahil Omer Abdelrahman Mohammedahmed, Omer Abdullah Mohammedelhassan, Asma Moin, Walaa Mokhtar, Elena Molinos, Brenda Molloy, Mary Mone, Agostinho Monteiro, Claudia Montes, Giorgia Montrucchio, Sarah Moore, Shona C. Moore, Lina Morales Cely, Marwa Morgom, Lucia Moro, Catherine Motherway, Ana Motos, Hugo Mouquet, Clara Mouton Perrot, Julien Moyet, Suleiman Haitham Mualla, Mohamed Muftah, Aisha Kalsoom Mufti, Ng Yong Muh, Mo'nes Muhaisen, Dzawani Muhamad, Jimmy Mullaert, Fredrik Müller, Karl Erik Müller, Daniel Munblit, Syed Muneeb Ali, Nadeem Munir, Laveena Munshi, Aisling Murphy, Patrick Murray, Marlène Murris, Srinivas Murthy, Himed Musaab, Alamin Mustafa, Mus'ab Mustafa, Dana Mustafa, Himasha Muvindi, Dimitra Melia Myrodia, Farah Nadia Mohd-Hanafiah, Behzad Nadjm, Dave Nagpal, Alex Nagrebetsky, Blanka Nagybányai-Nagy, Herwin Nanda Boudoin, Mangala Narasimhan, Nageswaran Narayanan, Prashant Nasa, Rashid Nasim Khan, Ahmad Nasrallah, Adel Gerges Nassif Metri, Alasdair Nazerali-Maitland, Nadège Neant, Holger Neb, Nikita Nekliudov, Matthew Nelder, Erni Nelwan, Raul Neto, Emily Neumann, Wing Yiu Ng, Pauline Yeung Ng, Anthony Nghi, Duc Nguyen, Orna Ni Choileain, Niamh Ni Leathlobhair, Nerissa Niba, Alistair D. Nichol, Prompak Nitayavardhana, Stephanie Nonas, Nurul Amani Mohd Noordin, Nurul Faten Izzati Norharizam, Anita North, Alessandra Notari, Mahdad Noursadeghi, Adam Nowinski, Saad Nseir, Leonard Numfor, Nurnaningsih Nurnaningsih, Dwi Utomo Nusantara, Elsa Nyamankolly, Anders Benteson Nygaard, Fionnuala O. Brien, Annmarie O. Callaghan, Annmarie O'Callaghan, Giovanna Occhipinti, Derbrenn OConnor, Max O'Donnell, Lawrence Ofori-Boadu, Tawnya Ogston, Takayuki Ogura, Tak-Hyuk Oh, Sophie O'Halloran, Katie O'Hearn, Sally-Ann Ohene, João Oliveira, Larissa Oliveira, Piero L. Olliaro, Cinderella Omar Rageh Elnaggar, Alsarrah Ali Mohammed Omer, Pierre Ondobo, David S.Y. Ong, Jee Yan Ong, Wilna Oosthuyzen, Anne Opavsky, Peter Openshaw, Saijad Orakzai, Claudia Milena Orozco-Chamorro, Jamel Ortoleva, Mohamed Osama Elsayed Soliman, Javier Osatnik, Linda O'Shea, Miriam O'Sullivan, Eman Othman, Siti Zubaidah Othman, Nadia Ouamara, Rachida Ouissa, Micheal Owusu, Ama Akyampomaa Owusu-Asare, Eric Oziol, Maïder Pagadoy, Justine Pages, Amanda Palacios, Massimo Palmarini, Giovanna Panarello, Hem Paneru, Lai Hui Pang, Mauro Panigada, Nathalie Pansu, Aurélie Papadopoulos, Rachael Parke, Melissa Parker, Jérémie Pasquier, Bruno Pastene, Fabian Patauner, Drashti Patel, Mohan Dass Pathmanathan, Luís Patrão, Patricia Patricio, Lisa Patterson, Rajyabardhan Pattnaik, Christelle Paul, Mical Paul, Jorge Paulos, William A. Paxton, Jean-François Payen, Sandra L. Peake, Kalaiarasu Peariasamy, Giles J. Peek, Florent Peelman, Nathan Peiffer-Smadja, Vincent Peigne, Mare Pejkovska, Paolo Pelosi, Ithan D. Peltan, Rui Pereira, Daniel Perez, Thomas Perpoint, Antonio Pesenti, Vincent Pestre, Lenka Petrou, Michele Petrovic, Ventzislava Petrov-Sanchez, Frank Olav Pettersen, Gilles Peytavin, Richard Odame Philips, Ooyanong Phonemixay, Soulichanya Phoutthavong, Michael Piagnerelli, Walter Picard, Olivier Picone, Maria de Piero, Djura Piersma, Carlos Pimentel, Raquel Pinto, Catarina Pires, Lionel Piroth, Ayodhia Pitaloka, Chiara Piubelli, Riinu Pius, Simone Piva, Laurent Plantier, Hon Shen Png, Julien Poissy, Ryadh Pokeerbux, Sergio Poli, Georgios Pollakis, Diane Ponscarme, Diego Bastos Porto, Andra-Maris Post, Douwe F. Postma, Pedro Povoa, Diana Póvoas, Jeff Powis, Sofia Prapa, Viladeth Praphasiri, Sébastien Preau, Christian Prebensen, Jean-Charles Preiser, Anton Prinssen, Gamage Dona Dilanthi Priyadarshani, Lucia Proença, Sravya Pudota, Bambang Pujo Semedi, Mathew Pulicken, Peter Puplampu, Gregory Purcell, Luisa Quesada, Vilmaris Quinones-Cardona, Else Quist-Paulsen, Mohammed Quraishi, Fadi Qutishat, Maia Rabaa, Christian Rabaud, Ebenezer Rabindrarajan, Aldo Rafael, Marie Rafiq, Abdelrahman Ragab, Mutia Rahardjani, Arslan Rahat Ullah, Ahmad Kashfi Haji Ab Rahman, Rozanah Abd Rahman, Fernando Rainieri, Giri Shan Rajahram, Pratheema Ramachandran, Nagarajan Ramakrishnan, José Ramalho, Ahmad Afiq Ramli, Blandine Rammaert, Grazielle Viana Ramos, Asim Rana, Rajavardhan Rangappa, Ritika Ranjan, Christophe Rapp, Aasiyah Rashan, Thalha Rashan, Ghulam Rasheed, Menaldi Rasmin, Indrek Rätsep, Cornelius Rau, Tharmini Ravi, Ali Raza, Andre Real, Stanislas Rebaudet, Sarah Redl, Brenda Reeve, Attaur Rehman, Muhammad Osama Rehman Khalid, Dag Henrik Reikvam, Renato Reis, Jonathan Remppis, Martine Remy, Hongru Ren, Hanna Renk, Anne-Sophie Resseguier, Matthieu Revest, Oleksa Rewa, Maria Ines Ribeiro, Antonia Ricchiuto, David Richardson, Denise Richardson, Laurent Richier, Siti Nurul Atikah Ahmad Ridzuan, Ana L. Rios, Asgar Rishu, Patrick Rispal, Karine Risso, Maria Angelica Rivera Nuñez, Chiara Robba, André Roberto, Stephanie Roberts, Charles Roberts, David L. Robertson, Olivier Robineau, Anna Roca, Ferran Roche-Campo, Paola Rodari, Simão Rodeia, Bernhard Roessler, Claire Roger, Pierre-Marie Roger, Roberto Roncon-Albuquerque, Jr., Mélanie Roriz, Manuel Rosa-Calatrava, Michael Rose, Dorothea Rosenberger, Andrea Rossanese, Matteo Rossetti, Patrick Rossignol, Carine Roy, Benoît Roze, Desy Rusmawatiningtyas, Clark D. Russell, Maeve Ryan, Steffi Ryckaert, Aleksander Rygh Holten, Isabela Saba, Sairah Sadaf, Musharaf Sadat, Valla Sahraei, Abdurraouf Said, Nadia Saidani, Pranya Sakiyalak, Fodé Bangaly Sako, Moamen Salah, Ali Alaa Salah Eldin Mohamed Abbas, Nawal Salahuddin, Leonardo Salazar, Jodat Saleem, Mohammed Saleh Alyasiri, Talat Ahmed Abu Salem, Gabriele Sales, Charlotte Salmon Gandonniere, Hélène Salvator, Dana Samardali, Shaden Samardali, Yehia Samir Shaaban Aly Orabi, Emely Sanchez, Olivier Sanchez, Kizy Sanchez de Oliveira, Angel Sanchez-Miralles, Vanessa Sancho-Shimizu, Gyan Sandhu, Zulfiqar Sandhu, Pierre-François Sandrine, Oana Săndulescu, Marlene Santos, Shirley Sarfo-Mensah, Bruno Sarmento Banheiro, Iam Claire E. Sarmiento, Benjamine Sarton, Ankana Satya, Sree Satyapriya, Rumaisah Satyawati, Egle Saviciute, Yen Tsen Saw, Justin Schaffer, Tjard Schermer, Arnaud Scherpereel, Marion Schneider, János Schnur, Stephan Schroll, Michael Schwameis, Gary Schwartz, Janet T. Scott, James Scott-Brown, Nicholas Sedillot, Tamara Seitz, Jaganathan Selvanayagam, Mageswari Selvarajoo, Malcolm G. Semple, Rasidah Bt Senian, Eric Senneville, Claudia Sepulveda, Filipa Sequeira, Tânia Sequeira, Ary Serpa Neto, Ellen Shadowitz, Syamin Asyraf Shahidan, Hamza Shahla, Laila Shalabi, Haitam Shames, Anuraj Shankar, Shaikh Sharjeel, Pratima Sharma, Catherine A. Shaw, Victoria Shaw, John Robert Sheenan, Dr. Rajesh Mohan Shetty, Rohan Shetty, Mohiuddin Shiekh, Nobuaki Shime, Keiki Shimizu, Sally Shrapnel, Shubha Kalyan Shrestha, Pramesh Sundar Shrestha, Hoi Ping Shum, Nassima Si Mohammed, Ng Yong Siang, Moses Siaw-Frimpong, Jeanne Sibiude, Bountoy Sibounheuang, Nidhal Siddig, Atif Siddiqui, Maqsood Ahmed Siddiqui, Louise Sigfrid, Fatoumata Sillah, Piret Sillaots, Catarina Silva, Maria Joao Silva, Rogério Silva, Benedict Sim Lim Heng, Wai Ching Sin, Dario Sinatti, Mahendra Singh, Punam Singh, Pompini Agustina Sitompul, Karisha Sivam, Vegard Skogen, Sue Smith, Benjamin Smood, Coilin Smyth, Morgane Snacken, Dominic So, Tze Vee Soh, Lene Bergendal Solberg, Joshua Solomon, Tom Solomon, Emily Somers, Agnès Sommet, Myung Jin Song, Rima Song, Tae Song, Jack Song Chia, Arne Søraas, Albert Sotto, Edouard Soum, Ana Chora Sousa, Marta Sousa, Maria Sousa Uva, Vicente Souza-Dantas, Mamadou Saliou Sow, Alexandra Sperry, Elisabetta Spinuzza, B. P. Sanka Ruwan Sri Darshana, Shiranee Sriskandan, Sarah Stabler, Thomas Staudinger, Stephanie-Susanne Stecher, Trude Steinsvik, Ymkje Stienstra, Birgitte Stiksrud, Eva Stolz, Amy Stone, Anca Streinu-Cercel, Adrian Streinu-Cercel, Geoff Strong, Ami Stuart, David Stuart, Richa Su, Decy Subekti, Gabriel Suen, Jacky Y. Suen, Prasanth Sukumar, Asfia Sultana, Charlotte Summers, Dubravka Supic, Deepashankari Suppiah, Magdalena Surovcová, Atie Suwarti, Andrey Svistunov, Sarah Syahrin, Augustina Sylverken, Konstantinos Syrigos, Jaques Sztajnbok, Konstanty Szuldrzynski, Shirin Tabrizi, Fabio S. Taccone, Lysa Tagherset, Shahdattul Mawarni Taib, Sara Taleb, Cheikh Talla, Jelmer Talsma, Renaud Tamisier, Maria Lawrensia Tampubolon, Kim Keat Tan, Yan Chyi Tan, Hiroyuki Tanaka, Taku Tanaka, Hayato Taniguchi, Huda Taqdees, Arshad Taqi, Coralie Tardivon, Yousef Tarek Kamal Mostafa, Ali Tarhabat, Pierre Tattevin, M Azhari Taufik, Hassan Tawfik, Tze Yuan Tee, João Teixeira, Sofia Tejada, Marie-Capucine Tellier, Sze Kye Teoh, Vanessa Teotonio, François Téoulé, Olivier Terrier, Nicolas Terzi, Hubert Tessier-Grenier, Adrian Tey, Alif Adlan Mohd Thabit, Anand Thakur, Zhang Duan Tham, Suvintheran Thangavelu, Elmi Theron, Vincent Thibault, Simon-Djamel Thiberville, Benoît Thill, Jananee Thirumanickam, Niamh Thompson, Shaun Thompson, Emma C. Thomson, David Thomson, Mathew Thorpe, Surain Raaj Thanga Thurai, Ryan S. Thwaites, Paul Tierney, Vadim Tieroshyn, Peter S. Timashev, Jean-François Timsit, Noémie Tissot, Fiona Toal, Jordan Zhien Yang Toh, Maria Toki, Kristian Tonby, Sia Loong Tonnii, Marta Torre, Antoni Torres, Margarida Torres, Rosario Maria Torres Santos-Olmo, Hernando Torres-Zevallos, Aboubacar Tounkara, Michael Towers, Fodé Amara Traoré, Tony Trapani, Cécile Tromeur, Ioannis Trontzas, Tiffany Trouillon, Jeanne Truong, Christelle Tual, Sarah Tubiana, Helen Tuite, Alexis F. Turgeon, Jean-Marie Turmel, Lance C.W. Turtle, Anders Tveita, Pawel Twardowski, Makoto Uchiyama, PG Ishara Udayanga, Andrew Udy, Roman Ullrich, Alberto Uribe, Asad Usman, Effua Usuf, Timothy M. Uyeki, Cristinava Vajdovics, Piero Valentini, Luís Val-Flores, Stijn Van de Velde, Marcel van den Berge, Machteld van der Feltz, Job van der Palen, Paul van der Valk, Nicky Van Der Vekens, Peter Van der Voort, Sylvie Van Der Werf, Laura van Gulik, Jarne Van Hattem, Carolien van Netten, Ilonka van Veen, Noémie Vanel, Henk Vanoverschelde, Michael Varrone, Shoban Raj Vasudayan, Charline Vauchy, Pavan Kumar Vecham, Shaminee Veeran, Aurélie Veislinger, Sebastian Vencken, Sara Ventura, Annelies Verbon, José Ernesto Vidal, César Vieira, Deepak Vijayan, Judit Villar, Pierre-Marc Villeneuve, Andrea Villoldo, Gayatri Vishwanathan, Benoit Visseaux, Hannah Visser, Chiara Vitiello, Manivanh Vongsouvath, Harald Vonkeman, Fanny Vuotto, Suhaila Abdul Wahab, Noor Hidayu Wahab, Nadirah Abdul Wahid, Marina Wainstein, Laura Walsh, Wan Fadzlina Wan Muhd Shukeri, Chih-Hsien Wang, Steve Webb, Katharina Weil, Tan Pei Wen, Hassi Wesam, Sanne Wesselius, T. Eoin West, Murray Wham, Bryan Whelan, Nicole White, Paul Henri Wicky, Aurélie Wiedemann, Surya Otto Wijaya, Keith Wille, Sue Willems, Bailey Williams, Patricia J. Williams, Virginie Williams, Jessica Wittman, Calvin Wong, Xin Ci Wong, Yew Sing Wong, Teck Fung Wong, Natalie Wright, Lim Saio Xian, Ioannis Xynogalas, Siti Rohani Binti Mohd Yakop, Masaki Yamazaki, Elizabeth Yarad, Yazdan Yazdanpanah, Nicholas Yee Liang Hing, Abdelrahman Yehia Mahmoud Abdelaal, Cécile Yelnik, Chian Hui Yeoh, Stephanie Yerkovich, Touxiong Yiaye, Toshiki Yokoyama, Hodane Yonis, Obada Yousif, Saptadi Yuliarto, Akram Zaaqoq, Marion Zabbe, Gustavo E. Zabert, Kai Zacharowski, Masliza Zahid, Maram Zahran, Nor Zaila Binti Zaidan, Maria Zambon, Miguel Zambrano, Alberto Zanella, Nurul Zaynah, Hiba Zayyad, Alexander Zoufaly, and David Zucman
Subjects: COVID-19, Non-respiratory symptoms, Respiratory symptoms, Risk factors, Mortality, Science (General), Q1-390, Social sciences (General), H1-99
Abstract: Background: COVID-19 is primarily known as a respiratory illness; however, many patients present to hospital without respiratory symptoms. The association between non-respiratory presentations of COVID-19 and outcomes remains unclear. We investigated risk factors and clinical outcomes in patients with no respiratory symptoms (NRS) and respiratory symptoms (RS) at hospital admission. Methods: This study describes clinical features, physiological parameters, and outcomes of hospitalised COVID-19 patients, stratified by the presence or absence of respiratory symptoms at hospital admission. RS patients had one or more of: cough, shortness of breath, sore throat, runny nose or wheezing; while NRS patients did not. Results: Of 178,640 patients in the study, 86.4 % presented with RS, while 13.6 % had NRS. NRS patients were older (median age: NRS: 74 vs RS: 65) and less likely to be admitted to the ICU (NRS: 36.7 % vs RS: 37.5 %). NRS patients had a higher crude in-hospital case-fatality ratio (NRS 41.1 % vs. RS 32.0 %), but a lower risk of death after adjusting for confounders (HR 0.88 [0.83–0.93]). Conclusion: Approximately one in seven COVID-19 patients presented at hospital admission without respiratory symptoms. These patients were older, had lower ICU admission rates, and had a lower risk of in-hospital mortality after adjusting for confounders.
Published: 2024
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3. The Rapid Emergence of Hypervirulent Klebsiella Species and Burkholderia pseudomallei as Major Health Threats in Southeast Asia: The Urgent Need for Recognition as Neglected Tropical Diseases

Author: Matthew J. W. Kain, Nicola L. Reece, Christopher M. Parry, Giri Shan Rajahram, David L. Paterson, and Stephen D. Woolley
Subjects: NTDs, neglected tropical disease, melioidosis, Klebsiella pneumoniae, Burkholderia pseudomallei, hypervirulent, Medicine
Abstract: The World Health Organization (WHO)’s list of neglected tropical diseases (NTDs) highlights conditions that are responsible for devastating health, social and economic consequences, and yet, they are overlooked and poorly resourced. The NTD list does not include conditions caused by Gram-negative bacilli (GNB). Infections due to GNB cause significant morbidity and mortality and are prevalent worldwide. Southeast Asia is a WHO region of low- and middle-income countries carrying the largest burden of NTDs. Two significant health threats in Southeast Asia are Burkholderia pseudomallei (causing melioidosis) and hypervirulent Klebsiella pneumoniae (HvKp). Both diseases have high mortality and increasing prevalence, yet both suffer from a lack of awareness, significant under-resourcing, incomplete epidemiological data, limited diagnostics, and a lack of evidence-based treatment. Emerging evidence shows that both melioidosis and HvKp are spreading globally, including in high-income countries, highlighting the potential future global threat they pose. In this article, we review both conditions, identifying current trends and challenges in Southeast Asia and areas for future research. We also argue that melioidosis and HvKp merit inclusion as NTDs, and that mandatory global surveillance and reporting systems should be established, and we make an urgent call for research to better understand, detect, and treat these neglected diseases.
Published: 2024
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4. ACORN (A Clinically-Oriented Antimicrobial Resistance Surveillance Network) II: protocol for case based antimicrobial resistance surveillance [version 2; peer review: 2 approved]

Author: Andrea Lay-Hoon Kwa, Jeanette Teo, Oon Tek Ng, Kalisvar Marimuthu, Suwatthiya Kitsaran, Shawn Vasoo, Pope Kosalaraksa, Siriluck Anunnatsiri, Pitak Santanirand, Elizabeth A. Ashley, Darunee Chotiprasitsakul, Hock Hin Chua, Rongpong Plongla, Ke Juin Wong, Xun Ting Tiong, Naomi Waithira, Helmi Bin Sulaiman, Sasheela Sri La Sri Ponnampalavanar, Zeti Norfidiyati Salmuna, Prapass Wannapinij, Mohd Zulfakar Mazlan, Mohd Zaki Bin Mohd Zaili, Giri Shan Rajahram, Nevio Sarmento, Joshua R. Francis, Tessa Oakley, Helio Guterres, Ari Tilman, Jennifer Yan, Madiha Hashmi, Muhammad Osama Rehman Khalid, Azizullah Khan Dhiloo, Syed Faisal Mahmood, Inke Nadia D. Lubis, Ambreen Fatima, Cybele L. Abad, Hendri Wijaya, Cecilia C. Maramba Lazarte, Arthur Dessi Roman, Rosmonaliza Asli, Gazi Md. Salahuddin Mamun, Khurelbaatar Nyamdavaa, Muhd Haziq Fikry bin Haji Abdul Momin, Sotharith Bory, Yin Mo, Ulziijargal Gurjav, Lalit Gupta, George M. Varghese, Robert Sinto, Pratik Tantia, Basudha Khanal, Yohei Doi, Jezreel Lazaro, Greco Malijan, Sumudu Withanage, Samanmalee Gunasekara, Yonghong Xiao, Po Yu Liu, Minggui Wang, Yang Cao, Ying Ding, David L. Paterson, Jill Hopkins, Sue J. Lee, H. Rogier van Doorn, Paul Turner, Raph L. Hamers, Claire L. Ling, Yoel Lubell, Tamalee Roberts, Samuel Akech, Abhilasha Karkey, Japheth Opintan, Samantha Lissauer, Sergey Eremin, Iruka Okeke, Li Yang Hsu, Barbara Tornimbene, Minh Yen Lam, Louise Thwaites, Tieu Kieu Pham, and Ngoc Thach Pham
Subjects: Antimicrobial resistance, surveillance, antibiotic stewardship, eng, Medicine, Science
Abstract: Background: Antimicrobial resistance surveillance is essential for empiric antibiotic prescribing, infection prevention and control policies and to drive novel antibiotic discovery. However, most existing surveillance systems are isolate-based without supporting patient-based clinical data, and not widely implemented especially in low- and middle-income countries (LMICs). Methods: A Clinically-Oriented Antimicrobial Resistance Surveillance Network (ACORN) II is a large-scale multicentre protocol which builds on the WHO Global Antimicrobial Resistance and Use Surveillance System to estimate syndromic and pathogen outcomes along with associated health economic costs. ACORN-healthcare associated infection (ACORN-HAI) is an extension study which focuses on healthcare-associated bloodstream infections and ventilator-associated pneumonia. Our main aim is to implement an efficient clinically-oriented antimicrobial resistance surveillance system, which can be incorporated as part of routine workflow in hospitals in LMICs. These surveillance systems include hospitalised patients of any age with clinically compatible acute community-acquired or healthcare-associated bacterial infection syndromes, and who were prescribed parenteral antibiotics. Diagnostic stewardship activities will be implemented to optimise microbiology culture specimen collection practices. Basic patient characteristics, clinician diagnosis, empiric treatment, infection severity and risk factors for HAI are recorded on enrolment and during 28-day follow-up. An R Shiny application can be used offline and online for merging clinical and microbiology data, and generating collated reports to inform local antibiotic stewardship and infection control policies. Discussion: ACORN II is a comprehensive antimicrobial resistance surveillance activity which advocates pragmatic implementation and prioritises improving local diagnostic and antibiotic prescribing practices through patient-centred data collection. These data can be rapidly communicated to local physicians and infection prevention and control teams. Relative ease of data collection promotes sustainability and maximises participation and scalability. With ACORN-HAI as an example, ACORN II has the capacity to accommodate extensions to investigate further specific questions of interest.
Published: 2023
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5. Paediatric COVID-19 mortality: a database analysis of the impact of health resource disparity

Author: Nick Daneman, John Marshall, Vinod Kumar, Aasiyah Rashan, Jérôme Dimet, Sylvain Diamantis, John F Fraser, Dominique Deplanque, Anne Conrad, François Lellouche, Heidi Gruner, Detlef Kindgen-Milles, Agnes Meybeck, Maxime Hentzien, Clotilde Allavena, André Cabié, Firouzé Bani-Sadr, Patrick Rossignol, Arjen M Dondorp, Rashan Haniffa, Harald Vonkeman, Lionel Piroth, Mathieu Blot, Yaseen Arabi, Marie-Pierre Debray, François Angoulvant, Marc Leone, Maria Zambon, Florentia Kaguelidou, Marc Lambert, Olivier Lairez, Tom Solomon, Carrol Gamble, Laura Marsh, David Richardson, Christiana Kartsonaki, Philippe Jouvet, Asgar Rishu, Eman Al Qasim, Rachael Parke, Srinivas Murthy, Alistair Nichol, Calum Semple, Colin McArthur, Gail Carson, Jake Dunning, Laura Merson, Peter Horby, David Maslove, Nadia Malik, Stephen R Knight, Annelies Verbon, Oana Sândulescu, Patrick Archambault, Paul McNally, Marlene Murris, Aurore Bousquet, Kenneth A McLean, Hugues Cordel, Marc Fabre, Laurence Bouillet, Melissa Parker, Xavier Duval, Amanda Corley, James Lee, Kusum Menon, Christian Rabaud, Paul Klenerman, Jean-François Timsit, Jennifer Lee, Nicolas Terzi, Saad Nseir, Gwenhaël Colin, Steve Webb, Kalynn Kennon, Caroline Mudara, Diana Hernández, Yazdan Yazdanpanah, Elias Iosifidis, Emmanuel Roilides, Yi Lin Lee, Pieter Depuydt, Jean-François Payen, Ana Martins, Samreen Ijaz, Meera Chand, Wei Shen Lim, Bruno Levy, Eric D'ortenzio, Jean-Charles Preiser, Pierre Delobel, Claudia Figueiredo-Mello, Jaques Sztajnbok, Ana Freitas Ribeiro, Tiphaine Goulenok, Bronner P Gonçalves, Arnaud Scherpereel, Chloe Donohue, Carlo Giaquinto, Karolina Nowicka, Adrien Auvet, Debby Bogaert, Elisabeth Botelho-Nevers, Amandine Gagneux-Brunon, Merce Jourdain, Anne McCarthy, Todd C Lee, António Mesquita, Sue Smith, Jia Wei, Jenny Lennon, Antoine Khalil, Nathalie Pansu, Victor Fomin, Audrey Barrelet, Christophe Fraser, Daniel Munblit, Robert A Fowler, William Greenhalf, François-Xavier Lescure, Nicolas Carlier, Saye Khoo, Riinu Pius, Lisa Norman, Louise Sigfrid, Sophie Halpin, Clare Jackson, Antonia Ho, Andrew Dagens, Thomas Flament, Julie Mankikian, Romain Basmaci, Peter Openshaw, Mary Copland, Brenda Reeve, William Dechert, Patricia Lizotte, Felwa Bin Humaid, Tom Fletcher, Adrien Lemaignen, Pierre Tattevin, Christelle Delmas, Hélène Espérou, Claire Lévy-Marchal, Olivier Picone, Jeanne Sibiude, Cecile Yelnik, Olivia V Swann, Michelle Girvan, Piero L Olliaro, Beatrice Alex, Benjamin Bach, Alexander J Mentzer, Mahdad Noursadeghi, Shona C Moore, Massimo Palmarini, Georgios Pollakis, Vanessa Sancho-Shimizu, Shiranee Sriskandan, David Stuart, Charlotte Summers, Ryan S Thwaites, Hayley Hardwick, Wilna Oosthuyzen, Fiona Griffiths, Jo Dalton, Egle Saviciute, Stephanie Roberts, Janet Harrison, Marie Connor, Gary Leeming, Ross Hendry, Victoria Shaw, Jade Ghosn, Lucille Blumberg, Nicolas Benech, James Scott-Brown, Odile Launay, Todd Karsies, Yoan Lavie-Badie, Minh Le, Elise Artaud-Macari, Mylène Maillet, Huda Alfoudri, Djura Piersma, Didier Laureillard, Graham S. Cooke, Nicholas Sedillot, Anne-Sophie Boureau, Tony Trapani, Laurent Abel, Samuel Hinton, Sally Shrapnel, Heidi Dalton, Guillaume Martin-Blondel, Valérie Garrait, Isabelle Delacroix, Samantha Lissauer, Malte Kohns Vasconcelos, Oleksa Rewa, Erlina Burhan, Sara Machado, Jean-Benoît Arlet, Raphaël Borie, Kévin Bouiller, Vincent Langlois, Mélanie Roriz, Mical Paul, Vincent Dubée, Erwan L'her, Michael Rose, Luis Felipe Reyes, Anna Beltrame, Stéphanie Fry, Andrew Udy, Laurent Plantier, Jean-Christophe Goffard, Denis Malvy, Nina Jamieson, Irfan Khan, François Dubos, Jean-Sébastien Hulot, Paola Rodari, Paul Campbell, Abigail Beane, Cécile Tromeur, Paul Loubet, Marina Esposito-Farèse, France Mentré, Valérie Gaborieau, Anne-Marie Guerguerian, Cécile Goujard, Vincent Thibault, Rodrigo Díaz, Patricia Gordon, Sadie Kelly, Bertrand Dussol, Simon Forsyth, Marion Schneider, Nathalie Gault, Marielle Buisson, Yves Levy, Prasan Kumar Panda, Marjolein Brusse-Keizer, Carine Roy, Walter Picard, Tom Drake, Paul Tierney, Olivier Sanchez, Antoine Kimmoun, David Thomson, Nathan Peiffer-Smadja, Julien Poissy, Lila Bouadma, Bruno Lina, Maude Bouscambert, Alexandre Gaymard, Gilles Peytavin, Jeremie Guedj, Claire Andrejak, Cedric Laouenan, Anissa Chair, Samira Laribi, Marie-Capucine Tellier, Sandrine Couffin-Cadiergues, Soizic Le Mestre, Ventzislava Petrov-Sanchez, Alpha Diallo, NoéMie Mercier, Sarah Tubiana, Marion Noret, Oriane Puechal, Caroline Semaille, Patrick Imbert, Jonathan Remppis, Emmanuelle Mercier, Rui Pereira, Sylvie Van Der Werf, Waasila Jassat, Arsene Kpangon, Dominique Luton, Sophie Mahy, Pierre-Adrien Bolze, Sarah Moore, Adrienne Chan, Raphael Favory, Daniel Mathieu, Andrea Angheben, Andrea Rossanese, Matthew Hall, Johann Auchabie, Mohammed Quraishi, Katharina Weil, Hanna Renk, Hans Martin Bosse, Christophe Rapp, Vincent Peigne, Tae Song, Dewi Guellec, Mark G. Pritchard, Adrian Streinu-Cercel, Christl A Donnelly, François Goehringer, Elodie Curlier, Catherine Chirouze, Stéphane Jaureguiberry, Ary Serpa Neto, Jose Andres Calvache, Laurent Bitker, Hodane Yonis, Neerusha Kaisbain, Coline Jaud-Fischer, Laurent Mandelbrot, Jérémie Pasquier, Juliette Patrier, Gianluigi Li Bassi, Sheryl Ann Abdukahil, Jia Shyi Loy, Filipe Cardoso, Diptesh Aryal, Polina Bugaeva, Evert-Jan Wils, Stephanie Yerkovich, Julie Chas, Thushan de Silva, Ruth Lyons, Murray Wham, Sara Clohisey, Seán Keating, Thibault Chiarabini, Agnes Sommet, Hugues Aumaître, Sylvie LeGac, Sarah E McDonald, Jeanne Truong, Camille Couffignal, Anne-Hélène Boivin, Timo Brandenburger, Diane Descamps, Tala Al-Dabbous, Mark Joseph, Hwa Jin Cho, Desy Rusmawatiningtyas, Muhammad Rayhan, Christel Arnold-Day, Navy Lolong, Ernita Akmal, Menaldi Rasmin, Daniel Marino, Neurinda Permata Kusumastuti, Stéphane Lasry, Amanda Rojek, Sebastien Preau, Jean-Marie Turmel, Nowneet Kumar Bhat, Cynthia Braga, Pavan Kumar Vecham, Benoit Thill, Karine Faure, Denis Garot, Grégory Corvaisier, Elsa Nyamankolly, Joshua Solomon, Emma Clarke, Patricia Fontela, Eva Geraud, Eva Miranda Marwali, Aria Kekalih, Saptadi Yuliarto, Dyah Kanya Wati, Ivy Cerelia Valerie, Maureen Masha, Jolanta Popielska, Anca Streinu-Cercel, Mohan Dass Pathmanathan, Barbara Wanjiru Citarella, Heidi Jean Dalton, Nurul Najmee Abdulkadir, Lara Absil, Subhash Acharya, Diana Adrião, Younes Ait Tamlihat, Kévin Alexandre, Kazali Enagnon Alidjnou, Nathalie Allou, Rita Alves, Joana Alves Cabrita, Maria Amaral, Nur Amira, Phoebe Ampaw, Séverine Ansart, Sivanesen Anthonidass, Carlos Alexandre Brito, Ardiyan Apriyana, Carolline Araujo, Muhammad Ashraf, Jean Baptiste Assie, Amirul Asyraf, Anika Atique, AM Udara Attanyake, Laurène Azemar, Cecile Azoulay, Delphine Bachelet, Claudine Badr, J. Kenneth Baillie, Nazreen Abu Bakar, Mohanaprasanth Balakrishnan, Valeria Balan, Renata Barbalho, Wendy S. Barclay, Saef Umar Barnett, Marie Bartoli, Joaquín Baruch, Muhammad Fadhli Basri, Jules Bauer, Diego Fernando Rincon, Alexandra Bedossa, Ker Hong Bee, Husna Begum, Sylvie Behilill, Albertus Beishuizen, Marine Beluze, Lionel Eric Benjiman, Dehbia Benkerrou, Delphine Bergeaud, José Luis Sobrino, Giulia Bertoli, Simon Bessis, Sybille Bevilcaqua, Karine Bezulier, Krishna Bhavsar, Farah Nadiah Bidin, Mohd Nazlin Kamarudin, François Bissuel, Jonathan Bitton, Laetitia Bodenes, Isabela Bolaños, François Bompart, Diogo Borges, Olivier Bouchaud, Sabelline Bouchez, Dounia Bouhmani, Damien Bouhour, Camile Bouisse, Jason Bouziotis, Bianca Boxma, Marielle Boyer-Besseyre, Fernando Augusto Bozza, Axelle Braconnier, Kathy Brickell, Aidan Burrell, Ingrid G Bustos, Denis Butnaru, Eder Caceres, Cyril Cadoz, Rui Caetano Garcês, Valentine Campana, Pauline Caraux-Paz, Chiara Simona Cardellino, Sofia Cardoso, Filipa Cardoso, Thierry Carmoi, Marie-Christine Carret, François Martin Carrier, Maire-Laure Casanova, Mariana Cascão, José Casimiro, Nidyanara Castanheira, Guylaine Castor-Alexandre, François-Xavier Catherine, Paolo Cattaneo, Roberta Cavalin, Minerva Cervantes-Gonzalez, Catherine Chakveatze, Christelle Chantalat Auger, Jean-Marc Chapplain, Anjellica Chen, Matthew Pellan Cheng, Antoine Cheret, Julian Chica, Suresh Kumar Chidambaram, Leong Chin Tho, Bernard Cholley, Marie-Charlotte Chopin, Ting Soo Chow, Hiu Jian Chua, Jonathan Chua, Alexandra Coelho, Megan Coles, Pamela Combs, Sabine Cornelis, Alexander Daniel Cornet, Arianne Joy Corpuz, Emma Costigan, Roxane Courtois, Stéphanie Cousse, Rachel Cregan, Sabine Croonen, Claudina Cruz, Juan Luis Bermúdez, Jaime Cruz Rojo, Paula Custodio, Ana Silva Filipe, Charlene Da Silveira, Juliana Damas, Corinne Daniel, Emmanuelle A Dankwa, Jorge Dantas, Etienne De Montmollin, Rafael Freitas França, Peter de Vries, Jillian Deacon, Alexa Debard, Nathalie DeCastro, Lauren Deconninck, Romain Decours, Eve Defous, Eric Delaveuve, Karen Delavigne, Corine Delsing, Elisa Demonchy, Emmanuelle Denis, Mathilde Desvallées, Santi Dewayanti, Pathik Dhanger, André Dias, Kévin Didier, Jean-Luc Diehl, Wim Dieperink, Vincent Dinot, Fara Diop, Alphonsine Diouf, Yael Dishon, Félix Djossou, Annemarie B. Docherty, Maria Donnelly, Céline Dorival, James Joshua Douglas, Nathalie Dournon, Murray Dryden, Claudio Duarte Fonseca, Alexandre Ducancelle, Paul Dunand, Sim Choon Ean, Mohammed El Sanharawi, Brigitte Elharrar, Philippine Eloy, Isabelle Enderle, Chan Chee Eng, Ilka Engelmann, Vincent Enouf, Olivier Epaulard, Martina Escher, Catarina Espírito Santo, João Estevão, Manuel Etienne, Nadia Ettalhaoui, Mirjam Evers, Isabelle Fabre, Amna Faheem, Arabella Fahy, Cameron J. Fairfield, Pedro Faria, Ahmed Farooq, Hanan Fateena, Jorge Fernandes, Marília Andreia Fernandes, François-Xavier Ferrand, Eglantine Ferrand Devouge, Joana Ferrão, Mário Ferraz, Bernardo Ferreira, Nicolas Ferriere, Céline Ficko, Clara Flateau, Tatiana Fonseca, Erwan Fourn, Robert A. Fowler, Marcela Vieira Freire, Rostane Gaci, Jean-Charles Gagnard, Yasmin Gani, Noelia García Barrio, Esteban Garcia-Gallo, Louis Gerbaud Morlaes, Nuno Germano, Jess Gibson, Tristan Gigante, Morgane Gilg, Guillermo Giordano, Valérie Gissot, Daniel Glikman, Petr Glybochko, Geraldine Goco, Siri Goepel, Jin Yi Goh, Marie Gominet, Bronner P. Gonçalves, Isabelle Gorenne, Laure Goubert, Pascal Granier, Christopher A. Green, Courtney Greene, Segolène Greffe, Albert Groenendijk, Anja Grosse Lordemann, Yusing Gu, Martin Guego, Daniela Guerreiro, Romain Guery, Anne Guillaumot, Laurent Guilleminault, Thomas Guimard, Marieke Haalboom, Daniel Haber, Hannah Habraken, Ali Hachemi, Nadir Hadri, Fakhir Haidri, Ansley Hamer, Rebecca Hamidfar, Lim Yuen Han, Kok Wei Hao, Ewen M. Harrison, Lars Heggelund, Astarini Hidayah, Rupert Higgins, Hikombo Hitoto, Yi Bin Ho, Alexandre Hoctin, Isabelle Hoffmann, Wei Han Hoh, Ikram Houas, Catherine L. Hough, Jimmy Ming-Yang Hsu, Arfan Ikram, Hajnal-Gabriela Illes, Hugo Inácio, Yun Sii Ing, Sarah Isgett, Tiago Isidoro, Nadiah Ismail, Margaux Isnard, Danielle Jaafar, Salma Jaafoura, Julien Jabot, Pierre Jaquet, Florence Jego, Anilawati Mat Jelani, Ong Yiaw Joe, Cédric Joseph, Swosti Joshi, Dafsah Juzar, Ouifiya Kafif, Thavamany Kaleesvran, Sabina Kali, Muhammad Aisar Kamaluddin, Zul Amali Kamaruddin, Nadiah Kamarudin, Kong Yeow Kang, Pratap Karpayah, Anant Kataria, Kevin Katz, Yvelynne Kelly, Younes Kerroumi, Sharma Keshav, Coralie Khan, Quratul Ain Khan, Sushil Khanal, Abid Khatak, Ryan Khoo, Denisa Khoo, Khor How Kiat, Peter Kiiza, Rob Klont, Gry Kloumann Bekken, Robin Kobbe, Chamira Kodippily, Vinothini Krishnan, Ganesh Kumar, Bharath Kumar Vijayaraghavan, Demetrios Kutsogiannis, Marie Lachatre, Marie Lacoste, Marie Lagrange, Fabrice Laine, Antonio Lalueza, Marie Langelot-Richard, Marina Lanza, Delphine Lariviere, Andy Law, Teresa Lawrence, Clément Le Bihan, Cyril Le Bris, Georges Le Falher, Lucie Le Fevre, Quentin Le Hingrat, Marion Le Maréchal, Gwenaël Le Moal, Vincent Le Moing, Hervé Le Nagard, Paul Le Turnier, Ema Leal, Marta Leal Santos, Heng Gee Lee, Biing Horng Lee, Laurent Lefebvre, Bénédicte Lefebvre, Benjamin Lefèvre, Jean-Daniel Lelievre, Véronique Lemee, Anthony Lemeur, Ha Sha Lene, Quentin Lepiller, Olivier Lesens, Mathieu Lesouhaitier, Geoffrey Liegeon, Kah Chuan Lim, Lim Lina, Guillaume Lingas, Sylvie Lion-Daolio, Marine Livrozet, Leong Chee Loon, Diogo Lopes, Anthony L. Loschner, Bouchra Loufti, Guillame Louis, Lee Lee Low, Marije Lowik, Jean Christophe Lucet, Carlos Lumbreras Bermejo, Liem Luong, Oryane Mabiala, Moïse Machado, Gabriel Macheda, Hashmi Madiha, Guillermo Maestro de la Calle, Rafael Mahieu, Thomas Maitre, Fernando Maltez, Victoria Manda, Jose M. Mandei, Edmund Manning, Aldric Manuel, Ceila Sant'Ana Malaque, Samuel Markowicz, Celina Turchi Martelli, Martin Martinot, Caroline Martins Rego, Marsilla Marzukie, Sabina Mason, Sobia Masood, Basri Mat Nor, Moshe Matan, Mathieu Mattei, Romans Matulevics, Laurence Maulin, Thierry Mazzoni, Cécile Mear-Passard, Ogechukwu Menkiti, Antoine Merckx, Mayka Mergeay-Fabre, Alison M. Meynert, Vanina Meysonnier, Amina Meziane, Mehdi Mezidi, Céline Michelanglei, Isabelle Michelet, Nor Arisah Misnan, Tahira Jamal Mohamed, Nik Nur Mohamed, Asma Moin, Agostinho Monteiro, Claudia Montes, Lina Morales Cely, Lucia Moro, Hugo Mouquet Ben Morton, Clara Mouton Perrot, Julien Moyet, Ng Yong Muh, Dzawani Muhamad, Jimmy Mullaert, Karl Erik Müller, Himed Musaab, Himasha Muvindi, Gugapriyaa Muyandy, Nadège Neant, Nikita Nekliudov, Raul Neto, Anthony Nghi, Duc Nguyen, Nurul Amani Noordin, Nurul Faten Norharizam, Nurnaningsih Nurnaningsih, Annmarie O'Callaghan, Katie O'Hearn, Agnieszka Oldakowska, Piero L. Olliaro, David S.Y. Ong, Jee Yan Ong, Saijad Orakzai, Claudia Milena Orozco-Chamorro, Linda O'Shea, Siti Zubaidah Othman, Nadia Ouamara, Rachida Ouissa, Eric Oziol, Justine Pages Maïder Pagadoy, Lai Hui Pang, Aurélie Papadopoulos, Bruno Pastene, Christelle Paul, Jorge Paulos, William A. Paxton, Kalaiarasu Peariasamy, Miguel Pedrera Jiménez, Florent Peelman, Ithan D. Peltan, Daniel Perez, Thomas Perpoint, Vincent Pestre, Michele Petrovic, Scott Pharand, Carola Pierobon, Carlos Pimentel, Raquel Pinto, Catarina Pires, Isabelle Pironneau, Hon Shen Png, Ryadh Pokeerbux, Maria Pokorska-Spiewak, Diane Ponscarme, Douwe F. Postma, Diana Póvoas, Gamage Dona Priyadarshani, Vilmaris Quinones-Cardona, Víctor Quirós González, Marie Rafiq, Rozanah Abd Rahman, Ahmad Kashfi Rahman, Giri Shan Rajahram, Nagarajan Ramakrishnan, José Ramalho, Ahmad Afiq Ramli, Blandine Rammaert, Grazielle Viana Ramos, Thalha Rashan, Cornelius Rau, Tharmini Ravi, Stanislas Rebaudet, Sarah Redl, Attaur Rehman, Martine Remy, Hongru Ren, Anne-Sophie Resseguier, Matthieu Revest, Laurent Richier, Siti Nurul Ridzuan, Ana L Rios, Patrick Rispal, Karine Risso, David L. Robertson, Olivier Robineau, Pierre-Marie Roger, Juliette Romaru, Manuel Rosa-Calatrava, Bénédicte Rossignol, Stella Rousset, Benoît Roze, Clark D. Russell, Musharaf Sadat, Valla Sahraei, Maximilien Saint-Gilles, Stéphane Sallaberry, Charlotte Salmon Gandonniere, Hélène Salvator, Zulfiqar Sandhu, Pierre-François Sandrine, Shirley Sarfo-Mensah, Benjamine Sarton, Parthena Savvidou, Yen Tsen Saw, Janet T. Scott, Jaganathan Selvanayagam, Mageswari Selvarajoo, Malcolm G. Semple, Rasidah Bt Senian, Eric Senneville, Tânia Sequeira, Pablo Serrano Balazote, Ellen Shadowitz, Syamin Asyraf Shahidan, Mohammad Shamsah, Shaikh Sharjeel, Catherine A. Shaw, Ashraf Sheharyar, Mohiuddin Shiekh, Nassima Si Mohammed, Ng Yong Siang, Benedict Sim Heng, Karisha Sivam, Morgane Snacken, Tze Vee Soh, Rima Song, Azlan Mat Soom, Albert Sotto, B. P Edouard Soum, Sanka Sri Darshana, Sarah Stabler, Ymkje Stienstra, Jacky Y. Suen, Deepashankari Suppiah, Andrey Svistunov, Sarah Syahrin, Shirin Tabrizi, Fabio S. Taccone, Lysa Tagherset, Shahdattul Mawarni Taib, Ewa Talarek, Kim Keat Tan, Yan Chyi Tan, Coralie Tardivon, M Azhari Taufik, Richard S. Tedder, Tze Yuan Tee, João Teixeira, Sze Kye Teoh, François Téoulé, Olivier Terrier, Hubert Tessier-Grenier, Alif Adlan Thabit, Zhang Duan Tham, Suvintheran Thangavelu, Simon-Djamel Thiberville, Jananee Thirumanickam, Emma C. Thomson, Surain Raaj Thurai, Peter S Timashev, Noémie Tissot, Jordan Zhien Toh, Sia Loong Tonnii, Marta Torre, Margarida Torres, Théo Treoux, Tiffany Trouillon, Christelle Tual, Lance C.W. Turtle, PG Ishara Udayanga, Timothy M. Uyeki, Luís Val-Flores, Amélie Valran, Marcel van den Berge, Job van der Palen, Paul van der Valk, Peter Van der Voort, Jarne Van Hattem, Carolien van Netten, Ilonka van Veen, Noémie Vanel, Shoban Raj Vasudayan, Charline Vauchy, Shaminee Veeran, Aurélie Veislinger, James Vickers, José Ernesto Vidal, César Vieira, Benoit Visseaux, Fanny Vuotto, Noor Hidayu Wahab, Suhaila Abdul Wahab, Nadirah Abdul Wahid, Tan Pei Wen, Sanne Wesselius, Nicole White, Paul Henri Wicky, Aurélie Wiedemann, Calvin Wong, Xin Ci Wong, Yew Sing Wong, Teck Fung Wong, Gan Ee Xian, Lim Saio Xian, Kuan Pei Xuan, Siti Rohani Yakop, Nicholas Yee Hing, Chian Hui Yeoh, Obada Yousif, Marion Zabbe, Masliza Zahid, Maram Zahran, Nor Zaila Zaidan, Konrad Zawadka, Nurul Zaynah, Hiba Zayyad, and David Zucman
Subjects: Pediatrics, RJ1-570
Abstract: Background The impact of the COVID-19 pandemic on paediatric populations varied between high-income countries (HICs) versus low-income to middle-income countries (LMICs). We sought to investigate differences in paediatric clinical outcomes and identify factors contributing to disparity between countries.Methods The International Severe Acute Respiratory and Emerging Infections Consortium (ISARIC) COVID-19 database was queried to include children under 19 years of age admitted to hospital from January 2020 to April 2021 with suspected or confirmed COVID-19 diagnosis. Univariate and multivariable analysis of contributing factors for mortality were assessed by country group (HICs vs LMICs) as defined by the World Bank criteria.Results A total of 12 860 children (3819 from 21 HICs and 9041 from 15 LMICs) participated in this study. Of these, 8961 were laboratory-confirmed and 3899 suspected COVID-19 cases. About 52% of LMICs children were black, and more than 40% were infants and adolescent. Overall in-hospital mortality rate (95% CI) was 3.3% [=(3.0% to 3.6%), higher in LMICs than HICs (4.0% (3.6% to 4.4%) and 1.7% (1.3% to 2.1%), respectively). There were significant differences between country income groups in intervention profile, with higher use of antibiotics, antivirals, corticosteroids, prone positioning, high flow nasal cannula, non-invasive and invasive mechanical ventilation in HICs. Out of the 439 mechanically ventilated children, mortality occurred in 106 (24.1%) subjects, which was higher in LMICs than HICs (89 (43.6%) vs 17 (7.2%) respectively). Pre-existing infectious comorbidities (tuberculosis and HIV) and some complications (bacterial pneumonia, acute respiratory distress syndrome and myocarditis) were significantly higher in LMICs compared with HICs. On multivariable analysis, LMIC as country income group was associated with increased risk of mortality (adjusted HR 4.73 (3.16 to 7.10)).Conclusion Mortality and morbidities were higher in LMICs than HICs, and it may be attributable to differences in patient demographics, complications and access to supportive and treatment modalities.
Published: 2022
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6. Epidemiology of tuberculosis in Sabah, Malaysia, 2012–2018

Author: Michelle May D. Goroh, Giri Shan Rajahram, Richard Avoi, Christel H. A. Van Den Boogaard, Timothy William, Anna P. Ralph, and Christopher Lowbridge
Subjects: Tuberculosis, Epidemiology, Surveillance, Sabah, Malaysia, Infectious and parasitic diseases, RC109-216, Public aspects of medicine, RA1-1270
Abstract: Abstract Background Tuberculosis (TB) is of high public health importance in Malaysia. Sabah State, located on the island of Borneo, has previously reported a particularly high burden of disease and faces unique contextual challenges compared with peninsular Malaysia. The aim of this study is to describe the epidemiology of TB in Sabah to identify risk groups and hotspots of TB transmission. Methods We conducted a retrospective review of TB cases notified in Sabah, Malaysia, between 2012 and 2018. Using data from the state’s ‘myTB’ notification database, we calculated the case notification rate and described trends in the epidemiology, diagnostic practices and treatment outcomes of TB in Sabah within this period. The Chi-squared test was used for determining the difference between two proportions. Results Between 2012 and 2018 there were 33 193 cases of TB reported in Sabah (128 cases per 100 000 population). We identified several geographic hotspots, including districts with > 200 cases per 100 000 population per year. TB rates increased with age and were highest in older males. Children
Published: 2020
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7. How can gastro-intestinal tuberculosis diagnosis be improved? A prospective cohort study

Author: Christopher Lowbridge, Soraya A. M. Fadhil, Gayathri D. Krishnan, Emma Schimann, Raman Muthu Karuppan, Nagaraj Sriram, Giri Shan Rajahram, Jayaram Menon, Aatish Patel, Timothy William, Dawn Carmel Paul, and Anna P. Ralph
Subjects: Gastro-intestinal tuberculosis, Extra-pulmonary tuberculosis, Cohort study, Diagnosis, GeneXpert, Infectious and parasitic diseases, RC109-216
Abstract: Abstract Background Gastrointestinal tuberculosis (TB) is diagnostically challenging; therefore, many cases are treated presumptively. We aimed to describe features and outcomes of gastrointestinal TB, determine whether a clinical algorithm could distinguish TB from non-TB diagnoses, and calculate accuracy of diagnostic tests. Methods We conducted a prospective cohort study of hospitalized patients in Kota Kinabalu, Malaysia, with suspected gastrointestinal TB. We recorded clinical and laboratory characteristics and outcomes. Tissue samples were submitted for histology, microscopy, culture and GeneXpert MTB/RIF®. Patients were followed for up to 2 years. Results Among 88 patients with suspected gastrointestinal TB, 69 were included in analyses; 52 (75%) had a final diagnosis of gastrointestinal TB; 17 had a non-TB diagnosis. People with TB were younger (42.7 versus 61.5 years, p = 0.01) and more likely to have weight loss (91% versus 64%, p = 0.03). An algorithm using age 26 g/L, platelets > 340 × 109/L and immunocompromise had good specificity (96.2%) in predicting TB, but very poor sensitivity (16.0%). GeneXpert® performed very well on gastrointestinal biopsies (sensitivity 95.7% versus 35.0% for culture against a gold standard composite case definition of confirmed TB). Most patients (79%) successfully completed treatment and no treatment failure occurred, however adverse events (21%) and mortality (13%) among TB cases were high. We found no evidence that 6 months of treatment was inferior to longer courses. Conclusions The prospective design provides important insights for clinicians managing gastrointestinal TB. We recommend wider implementation of high-performing diagnostic tests such as GeneXpert® on extra-pulmonary samples.
Published: 2020
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8. How should front-line general practitioners use personal protective equipment (PPE)?

Author: Subashini Ambigapathy, Giri Shan Rajahram, Ummi Kalthom Shamsudin, Khoo Ee Ming, Cheah Wee Koo, Kalaiarasu M. Peariasamy, Goh Pik Pin, and Khor Swee Kheng
Subjects: atopic eczema, diagnosis, assessment, treatment, education, Medicine
Abstract: The COVID-19 outbreak continues to evolve with the number of cases increasing in Malaysia, placing a significant burden on general practitioners (GPs) to assess and manage suspected cases. GPs must be well equipped with knowledge to set up their clinics, use Personal Protective Equipment (PPE) appropriately, adopt standard protocols on triaging and referrals, as well as educate patients about PPE. The correct use of PPE will help GPs balance between personal safety and appropriate levels of public concern.
Published: 2020

9. Incidence and epidemiological features of dengue in Sabah, Malaysia.

Author: Amanda Murphy, Giri Shan Rajahram, Jenarun Jilip, Marilyn Maluda, Timothy William, Wenbiao Hu, Simon Reid, Gregor J Devine, and Francesca D Frentiu
Subjects: Arctic medicine. Tropical medicine, RC955-962, Public aspects of medicine, RA1-1270
Abstract: In South East Asia, dengue epidemics have increased in size and geographical distribution in recent years. We examined the spatiotemporal distribution and epidemiological characteristics of reported dengue cases in the predominantly rural state of Sabah, in Malaysian Borneo-an area where sylvatic and urban circulation of pathogens are known to intersect. Using a public health data set of routinely notified dengue cases in Sabah between 2010 and 2016, we described demographic and entomological risk factors, both before and after a 2014 change in the clinical case definition for the disease. Annual dengue incidence rates were spatially variable over the 7-year study period from 2010-2016 (state-wide mean annual incidence of 21 cases/100,000 people; range 5-42/100,000), but were highest in rural localities in the western districts of the state (Kuala Penyu, Nabawan, Tenom and Kota Marudu). Eastern districts exhibited lower overall dengue rates, although a high proportion of severe (haemorrhagic) dengue cases (44%) were focused in Sandakan and Tawau. Dengue incidence was highest for those aged between 10 and 29 years (24/100,000), and was slightly higher for males compared to females. Available vector surveillance data indicated that during large outbreaks in 2015 and 2016 the mosquito Aedes albopictus was more prevalent in both urban and rural households (House Index of 64%) than Ae. aegypti (15%). Demographic patterns remained unchanged both before and after the dengue case definition was changed; however, in the years following the change, reported case numbers increased substantially. Overall, these findings suggest that dengue outbreaks in Sabah are increasing in both urban and rural settings. Future studies to better understand the drivers of risk in specific age groups, genders and geographic locations, and to test the potential role of Ae. albopictus in transmission, may help target dengue prevention and control efforts.
Published: 2020
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10. R54C Mutation of NOTCH3 Gene in the First Rungus Family with CADASIL.

Author: Kheng-Seang Lim, Ai-Huey Tan, Chun-Shen Lim, Kek-Heng Chua, Ping-Chin Lee, Norlisah Ramli, Giri Shan Rajahram, Fatimah Tina Hussin, Kum-Thong Wong, Meenakshi B Bhattacharjee, and Ching-Ching Ng
Subjects: Medicine, Science
Abstract: Cerebral autosomal dominant arteriopathy with subcortical infarcts and leukoencephalopathy (CADASIL) is a rare hereditary stroke caused by mutations in NOTCH3 gene. We report the first case of CADASIL in an indigenous Rungus (Kadazan-Dusun) family in Kudat, Sabah, Malaysia confirmed by a R54C (c.160C>T, p.Arg54Cys) mutation in the NOTCH3. This mutation was previously reported in a Caucasian and two Korean cases of CADASIL. We recruited two generations of the affected Rungus family (n = 9) and found a missense mutation (c.160C>T) in exon 2 of NOTCH3 in three siblings. Two of the three siblings had severe white matter abnormalities in their brain MRI (Scheltens score 33 and 50 respectively), one of whom had a young stroke at the age of 38. The remaining sibling, however, did not show any clinical features of CADASIL and had only minimal changes in her brain MRI (Scheltens score 17). This further emphasized the phenotype variability among family members with the same mutation in CADASIL. This is the first reported family with CADASIL in Rungus subtribe of Kadazan-Dusun ethnicity with a known mutation at exon 2 of NOTCH3. The penetrance of this mutation was not complete during the course of this study.
Published: 2015
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11. Correction: R54C Mutation of NOTCH3 Gene in the First Rungus Family with CADASIL.

Author: Kheng-Seang Lim, Ai-Huey Tan, Chun-Shen Lim, Kek-Heng Chua, Ping-Chin Lee, Norlisah Ramli, Giri Shan Rajahram, Fatimah Tina Hussin, Kum-Thong Wong, Meenakshi B Bhattacharjee, and Ching-Ching Ng
Subjects: Medicine, Science
Published: 2015
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12. Characteristics and outcomes of an international cohort of 600 000 hospitalized patients with COVID-19

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Postma, Pedro Povoa, Diana Póvoas, Jeff Powis, Sofia Prapa, Sébastien Preau, Christian Prebensen, Jean-Charles Preiser, Anton Prinssen, Gamage Dona Dilanthi Priyadarshani, Lucia Proença, Sravya Pudota, Oriane Puéchal, Bambang Pujo Semedi, Mathew Pulicken, Gregory Purcell, Luisa Quesada, Vilmaris Quinones-Cardona, Víctor Quirós González, Else Quist-Paulsen, Mohammed Quraishi, Maia Rabaa, Christian Rabaud, Ebenezer Rabindrarajan, Aldo Rafael, Marie Rafiq, Gabrielle Ragazzo, Mutia Rahardjani, Rozanah Abd Rahman, Ahmad Kashfi Haji Ab Rahman, Arsalan Rahutullah, Fernando Rainieri, Giri Shan Rajahram, Pratheema Ramachandran, Ahmad Afiq Ramli, Blandine Rammaert, Asim Rana, Rajavardhan Rangappa, Ritika Ranjan, Christophe Rapp, Aasiyah Rashan, Thalha Rashan, Ghulam Rasheed, Menaldi Rasmin, Indrek Rätsep, Cornelius Rau, Tharmini Ravi, Ali Raza, Andre Real, Stanislas Rebaudet, Sarah Redl, Brenda Reeve, Attaur Rehman, Liadain Reid, Dag Henrik Reikvam, Renato Reis, Jordi Rello, Jonathan Remppis, Martine Remy, Hongru Ren, Hanna Renk, Anne-Sophie Resseguier, Matthieu Revest, Oleksa Rewa, Luis Felipe Reyes, Tiago Reyes, Maria Ines Ribeiro, Antonia Ricchiuto, David Richardson, Denise Richardson, Laurent Richier, Siti Nurul Atikah Ahmad Ridzuan, Jordi Riera, Ana L Rios, Asgar Rishu, Patrick Rispal, Karine Risso, Maria Angelica Rivera Nuñez, Nicholas Rizer, Chiara Robba, André Roberto, Stephanie Roberts, David L Robertson, Olivier Robineau, Ferran Roche-Campo, Paola Rodari, Simão Rodeia, Bernhard Roessler, Pierre-Marie Roger, Emmanuel Roilides, Juliette Romaru, Roberto Roncon-Albuquerque, Mélanie Roriz, Manuel Rosa-Calatrava, Michael Rose, Dorothea Rosenberger, Nurul Hidayah Mohammad Roslan, Andrea Rossanese, Matteo Rossetti, Bénédicte Rossignol, Patrick Rossignol, Stella Rousset, Carine Roy, Benoît Roze, Desy Rusmawatiningtyas, Clark D Russell, Maria Ryan, Maeve Ryan, Steffi Ryckaert, Aleksander Rygh Holten, Isabela Saba, Sairah Sadaf, Musharaf Sadat, Valla Sahraei, Maximilien Saint-Gilles, Pranya Sakiyalak, Nawal Salahuddin, Leonardo Salazar, Jodat Saleem, Gabriele Sales, Stéphane Sallaberry, Charlotte Salmon Gandonniere, Hélène Salvator, Olivier Sanchez, Angel Sanchez-Miralles, Vanessa Sancho-Shimizu, Gyan Sandhu, Zulfiqar Sandhu, Pierre-François Sandrine, Marlene Santos, Shirley Sarfo-Mensah, Bruno Sarmento Banheiro, Iam Claire E Sarmiento, Benjamine Sarton, Ankana Satya, Sree Satyapriya, Rumaisah Satyawati, Egle Saviciute, Parthena Savvidou, Yen Tsen Saw, Justin Schaffer, Tjard Schermer, Arnaud Scherpereel, Marion Schneider, Stephan Schroll, Michael Schwameis, Gary Schwartz, Brendan Scicluna, Janet T Scott, James Scott-Brown, Nicholas Sedillot, Tamara Seitz, Jaganathan Selvanayagam, Mageswari Selvarajoo, Caroline Semaille, Rasidah Bt Senian, Eric Senneville, Claudia Sepulveda, Filipa Sequeira, Tânia Sequeira, Ary Serpa Neto, Pablo Serrano Balazote, Ellen Shadowitz, Syamin Asyraf Shahidan, Mohammad Shamsah, Anuraj Shankar, Shaikh Sharjeel, Catherine A Shaw, Victoria Shaw, Ashraf Sheharyar, Rohan Shetty, Rajesh Mohan Shetty, Haixia Shi, Nisreen Shiban, Mohiuddin Shiekh, Nobuaki Shime, Hiroaki Shimizu, Keiki Shimizu, Sally Shrapnel, Pramesh Sundar Shrestha, Shubha Kalyan Shrestha, Hoi Ping Shum, Nassima Si Mohammed, Ng Yong Siang, Jeanne Sibiude, Atif Siddiqui, Piret Sillaots, Catarina Silva, Rogério Silva, Maria Joao Silva, Wai Ching Sin, Dario Sinatti, Punam Singh, Budha Charan Singh, Pompini Agustina Sitompul, Karisha Sivam, Vegard Skogen, Sue Smith, Benjamin Smood, Coilin Smyth, Michelle Smyth, Morgane Snacken, Dominic So, Tze Vee Soh, Joshua Solomon, Tom Solomon, Agnès Sommet, Rima Song, Tae Song, Jack Song Chia, Michael Sonntagbauer, Azlan Mat Soom, Alberto Sotto, Edouard Soum, Marta Sousa, Ana Chora Sousa, Maria Sousa Uva, Vicente Souza-Dantas, Alexandra Sperry, Elisabetta Spinuzza, B P Sanka Ruwan Sri Darshana, Shiranee Sriskandan, Sarah Stabler, Thomas Staudinger, Stephanie-Susanne Stecher, Trude Steinsvik, Ymkje Stienstra, Birgitte Stiksrud, Eva Stolz, Amy Stone, Adrian Streinu-Cercel, David Stuart, Ami Stuart, Decy Subekti, Gabriel Suen, Jacky Y Suen, Asfia Sultana, Charlotte Summers, Dubravka Supic, Deepashankari Suppiah, Magdalena Surovcová, Suwarti Suwarti, Andrey Svistunov, Sarah Syahrin, Konstantinos Syrigos, Jaques Sztajnbok, Konstanty Szuldrzynski, Shirin Tabrizi, Lysa Tagherset, Shahdattul Mawarni Taib, Ewa Talarek, Sara Taleb, Jelmer Talsma, Renaud Tamisier, Maria Lawrensia Tampubolon, Kim Keat Tan, Yan Chyi Tan, Taku Tanaka, Hiroyuki Tanaka, Hayato Taniguchi, Huda Taqdees, Arshad Taqi, Coralie Tardivon, Pierre Tattevin, M Azhari Taufik, Hassan Tawfik, Richard S Tedder, Tze Yuan Tee, João Teixeira, Sofia Tejada, Marie-Capucine Tellier, Sze Kye Teoh, Vanessa Teotonio, François Téoulé, Pleun Terpstra, Olivier Terrier, Nicolas Terzi, Hubert Tessier-Grenier, Adrian Tey, Alif Adlan Mohd Thabit, Anand Thakur, Zhang Duan Tham, Suvintheran Thangavelu, Vincent Thibault, Simon-Djamel Thiberville, Benoît Thill, Jananee Thirumanickam, Shaun Thompson, Emma C Thomson, David Thomson, Surain Raaj Thanga Thurai, Ryan S Thwaites, Paul Tierney, Vadim Tieroshyn, Peter S Timashev, Jean-François Timsit, Noémie Tissot, Jordan Zhien Yang Toh, Maria Toki, Kristian Tonby, Sia Loong Tonnii, Margarida Torres, Antoni Torres, Rosario Maria Torres Santos-Olmo, Hernando Torres-Zevallos, Michael Towers, Tony Trapani, Théo Treoux, Cécile Tromeur, Ioannis Trontzas, Tiffany Trouillon, Jeanne Truong, Christelle Tual, Sarah Tubiana, Helen Tuite, Jean-Marie Turmel, Lance C W Turtle, Anders Tveita, Pawel Twardowski, Makoto Uchiyama, P G Ishara Udayanga, Andrew Udy, Roman Ullrich, Alberto Uribe, Asad Usman, Timothy M Uyeki, Cristinava Vajdovics, Piero Valentini, Luís Val-Flores, Amélie Valran, Stijn Van de Velde, Marcel van den Berge, Machteld Van der Feltz, Job van der Palen, Paul van der Valk, Nicky Van Der Vekens, Peter Van der Voort, Sylvie Van Der Werf, Laura van Gulik, Jarne Van Hattem, Carolien van Netten, Frank van Someren Greve, Ilonka van Veen, Hugo Van Willigen, Noémie Vanel, Henk Vanoverschelde, Pooja Varghese, Michael Varrone, Shoban Raj Vasudayan, Charline Vauchy, Shaminee Veeran, Aurélie Veislinger, Sebastian Vencken, Sara Ventura, Annelies Verbon, James Vickers, José Ernesto Vidal, César Vieira, Deepak Vijayan, Joy Ann Villanueva, Judit Villar, Pierre-Marc Villeneuve, Andrea Villoldo, Gayatri Vishwanathan, Benoit Visseaux, Hannah Visser, Chiara Vitiello, Harald Vonkeman, Fanny Vuotto, Suhaila Abdul Wahab, Noor Hidayu Wahab, Nadirah Abdul Wahid, Marina Wainstein, Wan Fadzlina Wan Muhd Shukeri, Chih-Hsien Wang, Steve Webb, Katharina Weil, Tan Pei Wen, Sanne Wesselius, T Eoin West, Murray Wham, Bryan Whelan, Nicole White, Paul Henri Wicky, Aurélie Wiedemann, Surya Otto Wijaya, Keith Wille, Suzette Willems, Virginie Williams, Calvin Wong, Yew Sing Wong, Teck Fung Wong, Natalie Wright, Gan Ee Xian, Lim Saio Xian, Kuan Pei Xuan, Ioannis Xynogalas, Siti Rohani Binti Mohd Yakop, Masaki Yamazaki, Yazdan Yazdanpanah, Nicholas Yee Liang Hing, Cécile Yelnik, Chian Hui Yeoh, Stephanie Yerkovich, Toshiki Yokoyama, Hodane Yonis, Obada Yousif, Saptadi Yuliarto, Akram Zaaqoq, Marion Zabbe, Kai Zacharowski, Masliza Zahid, Maram Zahran, Nor Zaila Binti Zaidan, Maria Zambon, Miguel Zambrano, Alberto Zanella, Konrad Zawadka, Nurul Zaynah, Hiba Zayyad, Alexander Zoufaly, David Zucman, Kartsonaki, Christiana, Baillie, J Kenneth, Barrio, Noelia García, Baruch, Joaquín, Beane, Abigail, Blumberg, Lucille, Bozza, Fernando, Broadley, Tessa, Burrell, Aidan, Carson, Gail, Citarella, Barbara Wanjiru, Dagens, Andrew, Dankwa, Emmanuelle A, Donnelly, Christl A, Dunning, Jake, Elotmani, Loubna, Escher, Martina, Farshait, Nataly, Goffard, Jean-Christophe, Gonçalves, Bronner P, Hall, Matthew, Hashmi, Madiha, Sim Lim Heng, Benedict, Ho, Antonia, Jassat, Waasila, Pedrera Jiménez, Miguel, Laouenan, Cedric, Lissauer, Samantha, Martin-Loeches, Ignacio, Mentré, France, Merson, Laura, Morton, Ben, Munblit, Daniel, Nekliudov, Nikita A, Nichol, Alistair D, Singh Oinam, Budha Charan, Ong, David, Panda, Prasan Kumar, Petrovic, Michele, Pritchard, Mark G, Ramakrishnan, Nagarajan, Ramos, Grazielle Viana, Roger, Claire, Sandulescu, Oana, Semple, Malcolm G, Sharma, Pratima, Sigfrid, Louise, Somers, Emily C, Streinu-Cercel, Anca, Taccone, Fabio, Vecham, Pavan Kumar, Kumar Tirupakuzhi Vijayaraghavan, Bharath, Wei, Jia, Wils, Evert-Jan, Ci Wong, Xin, Horby, Peter, Rojek, Amanda, Olliaro, Piero L, ISARIC Clinical Characterisation Group: Ali Abbas, Sheryl Ann Abdukahil, Nurul Najmee Abdulkadir, Ryuzo Abe, Laurent Abel, Lara Absil, Subhash Acharya, Andrew Acker, Elisabeth Adam, Diana Adrião, Saleh Al Ageel, Shakeel Ahmed, Kate Ainscough, Eka Airlangga, Tharwat Aisa, Ali Ait Hssain, Younes Ait Tamlihat, Takako Akimoto, Ernita Akmal, Eman Al Qasim, Razi Alalqam, Angela Alberti, Tala Al-Dabbous, Senthilkumar Alegesan, Cynthia Alegre, Marta Alessi, Beatrice Alex, Kévin Alexandre, Abdulrahman Al-Fares, Huda Alfoudri, Imran Ali, Adam Ali, Naseem Ali Shah, Kazali Enagnon Alidjnou, Jeffrey Aliudin, Qabas Alkhafajee, Clotilde Allavena, Nathalie Allou, Aneela Altaf, João Alves, Rita Alves, João Melo Alves, Maria Amaral, Nur Amira, Phoebe Ampaw, Roberto Andini, Claire Andréjak, Andrea Angheben, François Angoulvant, Séverine Ansart, Sivanesen Anthonidass, Massimo Antonelli, Carlos Alexandre Antunes de Brito, Ardiyan Apriyana, Yaseen Arabi, Irene Aragao, Francisco Arancibia, Carolline Araujo, Antonio Arcadipane, Patrick Archambault, Lukas Arenz, Jean-Benoît Arlet, Christel Arnold-Day, Lovkesh Arora, Rakesh Arora, Elise Artaud-Macari, Diptesh Aryal, Angel Asensio, Muhammad Ashraf, Namra Asif, Mohammad Asim, Jean Baptiste Assie, Amirul Asyraf, Anika Atique, A M Udara Lakshan Attanyake, Johann Auchabie, Hugues Aumaitre, Adrien Auvet, Laurène Azemar, Cecile Azoulay, Benjamin Bach, Delphine Bachelet, Claudine Badr, Nadia Baig, J Kevin Baird, Erica Bak, Agamemnon Bakakos, Nazreen Abu Bakar, Andriy Bal, Mohanaprasanth Balakrishnan, Valeria Balan, Firouzé Bani-Sadr, Renata Barbalho, Nicholas Yuri Barbosa, Wendy S Barclay, Saef Umar Barnett, Michaela Barnikel, Helena Barrasa, Audrey Barrelet, Cleide Barrigoto, Marie Bartoli, Mustehan Bashir, Romain Basmaci, Muhammad Fadhli Hassin Basri, Denise Battaglini, Jules Bauer, Diego Fernando Bautista Rincon, Denisse Bazan Dow, Alexandra Bedossa, Ker Hong Bee, Husna Begum, Sylvie Behilill, Albertus Beishuizen, Aleksandr Beljantsev, David Bellemare, Anna Beltrame, Beatriz Amorim Beltrão, Marine Beluze, Nicolas Benech, Lionel Eric Benjiman, Dehbia Benkerrou, Suzanne Bennett, Luís Bento, Jan-Erik Berdal, Delphine Bergeaud, Hazel Bergin, José Luis Bernal Sobrino, Giulia Bertoli, Lorenzo Bertolino, Simon Bessis, Sybille Bevilcaqua, Karine Bezulier, Amar Bhatt, Krishna Bhavsar, Claudia Bianco, Farah Nadiah Bidin, Moirangthem Bikram Singh, Felwa Bin Humaid, Mohd Nazlin Bin Kamarudin, François Bissuel, Patrick Biston, Laurent Bitker, Jonathan Bitton, Pablo Blanco-Schweizer, Catherine Blier, Frank Bloos, Mathieu Blot, Filomena Boccia, Laetitia Bodenes, Alice Bogaarts, Debby Bogaert, Anne-Hélène Boivin, Pierre-Adrien Bolze, François Bompart, Aurelius Bonfasius, Diogo Borges, Raphaël Borie, Hans Martin Bosse, Elisabeth Botelho-Nevers, Lila Bouadma, Olivier Bouchaud, Sabelline Bouchez, Dounia Bouhmani, Damien Bouhour, Kévin Bouiller, Laurence Bouillet, Camile Bouisse, Anne-Sophie Boureau, John Bourke, Maude Bouscambert, Aurore Bousquet, Jason Bouziotis, Bianca Boxma, Marielle Boyer-Besseyre, Maria Boylan, Axelle Braconnier, Cynthia Braga, Timo Brandenburger, Filipa Brás Monteiro, Luca Brazzi, Patrick Breen, Dorothy Breen, Patrick Breen, Kathy Brickell, Shaunagh Browne, Alex Browne, Nicolas Brozzi, Marjolein Brusse-Keizer, Nina Buchtele, Christian Buesaquillo, Polina Bugaeva, Marielle Buisson, Danilo Buonsenso, Erlina Burhan, Ingrid G Bustos, Denis Butnaru, André Cabie, Susana Cabral, Eder Caceres, Cyril Cadoz, Mia Callahan, Kate Calligy, Jose Andres Calvache, João Camões, Valentine Campana, Paul Campbell, Josie Campisi, Cecilia Canepa, Mireia Cantero, Pauline Caraux-Paz, Sheila Cárcel, Chiara Simona Cardellino, Sofia Cardoso, Filipe Cardoso, Filipa Cardoso, Nelson Cardoso, Simone Carelli, Nicolas Carlier, Thierry Carmoi, Gayle Carney, Inês Carqueja, Marie-Christine Carret, François Martin Carrier, Ida Carroll, Maire-Laure Casanova, Mariana Cascão, Siobhan Casey, José Casimiro, Bailey Cassandra, Silvia Castañeda, Nidyanara Castanheira, Guylaine Castor-Alexandre, Henry Castrillón, Ivo Castro, Ana Catarino, François-Xavier Catherine, Paolo Cattaneo, Roberta Cavalin, Giulio Giovanni Cavalli, Alexandros Cavayas, Adrian Ceccato, Minerva Cervantes-Gonzalez, Anissa Chair, Catherine Chakveatze, Adrienne Chan, Meera Chand, Christelle Chantalat Auger, Jean-Marc Chapplain, Julie Chas, Allegra Chatterjee, Mobin Chaudry, Jonathan Samuel Chávez Iñiguez, Anjellica Chen, Yih-Sharng Chen, Matthew Pellan Cheng, Antoine Cheret, Thibault Chiarabini, Julian Chica, Suresh Kumar Chidambaram, Leong Chin Tho, Catherine Chirouze, Davide Chiumello, Sung-Min Cho, Bernard Cholley, Marie-Charlotte Chopin, Ting Soo Chow, Yock Ping Chow, Hiu Jian Chua, Jonathan Chua, Jose Pedro Cidade, José Miguel Cisneros Herreros, Anna Ciullo, Jennifer Clarke, Emma Clarke, Rolando Claure-Del Granado, Sara Clohisey, Perren J Cobb, Cassidy Codan, Caitriona Cody, Alexandra Coelho, Megan Coles, Gwenhaël Colin, Michael Collins, Sebastiano Maria Colombo, Pamela Combs, Marie Connor, Anne Conrad, Sofía Contreras, Elaine Conway, Graham S Cooke, Mary Copland, Hugues Cordel, Amanda Corley, Sabine Cornelis, Alexander Daniel Cornet, Arianne Joy Corpuz, Andrea Cortegiani, Grégory Corvaisier, Emma Costigan, Camille Couffignal, Sandrine Couffin-Cadiergues, Roxane Courtois, Stéphanie Cousse, Rachel Cregan, Charles Crepy D'Orleans, Cosimo Cristella, Sabine Croonen, Gloria Crowl, Jonathan Crump, Claudina Cruz, Juan Luis Cruz Berm, Jaime Cruz Rojo, Marc Csete, Ailbhe Cullen, Matthew Cummings, Gerard Curley, Elodie Curlier, Colleen Curran, Paula Custodio, Ana da Silva Filipe, Charlene Da Silveira, Al-Awwab Dabaliz, Darren Dahly, Heidi Dalton, Jo Dalton, Seamus Daly, Nick Daneman, Corinne Daniel, Jorge Dantas, Frédérick D'Aragon, Menno de Jong, Gillian de Loughry, Diego de Mendoza, Etienne De Montmollin, Rafael Freitas de Oliveira França, Ana Isabel de Pinho Oliveira, Rosanna De Rosa, Cristina De Rose, Thushan de Silva, Peter de Vries, Jillian Deacon, David Dean, Alexa Debard, Marie-Pierre Debray, Nathalie DeCastro, William Dechert, Lauren Deconninck, Romain Decours, Eve Defous, Isabelle Delacroix, Eric Delaveuve, Karen Delavigne, Nathalie M Delfos, Ionna Deligiannis, Andrea Dell'Amore, Christelle Delmas, Pierre Delobel, Corine Delsing, Elisa Demonchy, Emmanuelle Denis, Dominique Deplanque, Pieter Depuydt, Mehul Desai, Diane Descamps, Mathilde Desvallées, Santi Dewayanti, Pathik Dhanger, Alpha Diallo, Sylvain Diamantis, André Dias, Juan Jose Diaz, Priscila Diaz, Rodrigo Diaz, Kévin Didier, Jean-Luc Diehl, Wim Dieperink, Jérôme Dimet, Vincent Dinot, Fara Diop, Alphonsine Diouf, Yael Dishon, Félix Djossou, Annemarie B Docherty, Helen Doherty, Arjen M Dondorp, Andy Dong, Maria Donnelly, Sean Donohue, Yoann Donohue, Chloe Donohue, Peter Doran, Céline Dorival, Eric D'Ortenzio, James Joshua Douglas, Renee Douma, Nathalie Dournon, Triona Downer, Joanne Downey, Mark Downing, Tom Drake, Aoife Driscoll, Murray Dryden, Murray Dryden, Claudio Duarte Fonseca, Vincent Dubee, François Dubos, Alexandre Ducancelle, Toni Duculan, Susanne Dudman, Abhijit Duggal, Paul Dunand, Mathilde Duplaix, Emanuele Durante-Mangoni, Lucian Durham, Bertrand Dussol, Juliette Duthoit, Xavier Duval, Anne Margarita Dyrhol-Riise, Sim Choon Ean, Marco Echeverria-Villalobos, Siobhan Egan, Carla Eira, Mohammed El Sanharawi, Subbarao Elapavaluru, Brigitte Elharrar, Jacobien Ellerbroek, Philippine Eloy, Tarek Elshazly, Iqbal Elyazar, Isabelle Enderle, Tomoyuki Endo, Chan Chee Eng, Ilka Engelmann, Vincent Enouf, Olivier Epaulard, Mariano Esperatti, Hélène Esperou, Marina Esposito-Farese, João Estevão, Manuel Etienne, Nadia Ettalhaoui, Anna Greti Everding, Mirjam Evers, Marc Fabre, Isabelle Fabre, Amna Faheem, Arabella Fahy, Cameron J Fairfield, Zul Fakar, Komal Fareed, Pedro Faria, Ahmed Farooq, Hanan Fateena, Arie Zainul Fatoni, Karine Faure, Raphaël Favory, Mohamed Fayed, Niamh Feely, Laura Feeney, Jorge Fernandes, Marília Andreia Fernandes, Susana Fernandes, François-Xavier Ferrand, Eglantine Ferrand Devouge, Joana Ferrão, Mário Ferraz, Sílvia Ferreira, Isabel Ferreira, Benigno Ferreira, Ricard Ferrer-Roca, Nicolas Ferriere, Céline Ficko, Claudia Figueiredo-Mello, William Finlayson, Juan Fiorda, Thomas Flament, Clara Flateau, Tom Fletcher, Letizia Lucia Florio, Deirdre Flynn, Claire Foley, Jean Foley, Victor Fomin, Tatiana Fonseca, Patricia Fontela, Simon Forsyth, Denise Foster, Giuseppe Foti, Erwan Fourn, Robert A Fowler, Marianne Fraher, Diego Franch-Llasat, John F Fraser, Christophe Fraser, Marcela Vieira Freire, Ana Freitas Ribeiro, Caren Friedrich, Ricardo Fritz, Stéphanie Fry, Nora Fuentes, Masahiro Fukuda, G Argin, Valérie Gaborieau, Rostane Gaci, Massimo Gagliardi, Jean-Charles Gagnard, Amandine Gagneux-Brunon, Sérgio Gaião, Linda Gail Skeie, Phil Gallagher, Carrol Gamble, Yasmin Gani, Arthur Garan, Rebekha Garcia, Julia Garcia-Diaz, Esteban Garcia-Gallo, Navya Garimella, Denis Garot, Valérie Garrait, Basanta Gauli, Nathalie Gault, Aisling Gavin, Anatoliy Gavrylov, Alexandre Gaymard, Johannes Gebauer, Eva Geraud, Louis Gerbaud Morlaes, Nuno Germano, Praveen Kumar Ghisulal, Jade Ghosn, Marco Giani, Jess Gibson, Tristan Gigante, Morgane Gilg, Elaine Gilroy, Guillermo Giordano, Michelle Girvan, Valérie Gissot, Daniel Glikman, Petr Glybochko, Eric Gnall, Geraldine Goco, François Goehringer, Siri Goepel, Jin Yi Goh, Jonathan Golob, Rui Gomes, Kyle Gomez, Joan Gómez-Junyent, Marie Gominet, Alicia Gonzalez, Patricia Gordon, Isabelle Gorenne, Laure Goubert, Cécile Goujard, Tiphaine Goulenok, Margarite Grable, Jeronimo Graf, Edward Wilson Grandin, Pascal Granier, Giacomo Grasselli, Christopher A Green, Courtney Greene, William Greenhalf, Segolène Greffe, Domenico Luca Grieco, Matthew Griffee, Fiona Griffiths, Ioana Grigoras, Albert Groenendijk, Anja Grosse Lordemann, Heidi Gruner, Yusing Gu, Jérémie Guedj, Martin Guego, Dewi Guellec, Anne-Marie Guerguerian, Daniela Guerreiro, Romain Guery, Anne Guillaumot, Laurent Guilleminault, Maisa Guimarães de Castro, Thomas Guimard, Marieke Haalboom, Daniel Haber, Hannah Habraken, Ali Hachemi, Amy Hackmann, Nadir Hadri, Fakhir Haidri, Sheeba Hakak, Adam Hall, Sophie Halpin, Jawad Hameed, Ansley Hamer, Raph L Hamers, Rebecca Hamidfar, Terese Hammond, Lim Yuen Han, Rashan Haniffa, Kok Wei Hao, Hayley Hardwick, Ewen M Harrison, Janet Harrison, Samuel Bernard Ekow Harrison, Alan Hartman, Mohd Shahnaz Hasan, Junaid Hashmi, Muhammad Hayat, Ailbhe Hayes, Leanne Hays, Jan Heerman, Lars Heggelund, Ross Hendry, Martina Hennessy, Aquiles Henriquez-Trujillo, Maxime Hentzien, Jaime Hernandez-Montfort, Andrew Hershey, Liv Hesstvedt, Astarini Hidayah, Eibhilin Higgins, Dawn Higgins, Rupert Higgins, Rita Hinchion, Samuel Hinton, Hiroaki Hiraiwa, Haider Hirkani, Hikombo Hitoto, Yi Bin Ho, Alexandre Hoctin, Isabelle Hoffmann, Wei Han Hoh, Oscar Hoiting, Rebecca Holt, Jan Cato Holter, Juan Pablo Horcajada, Koji Hoshino, Ikram Houas, Catherine L Hough, Stuart Houltham, Jimmy Ming-Yang Hsu, Jean-Sébastien Hulot, Stella Huo, Abby Hurd, Iqbal Hussain, Samreen Ijaz, Hajnal-Gabriela Illes, Patrick Imbert, Mohammad Imran, Rana Imran Sikander, Aftab Imtiaz, Hugo Inácio, Carmen Infante Dominguez, Yun Sii Ing, Elias Iosifidis, Mariachiara Ippolito, Sarah Isgett, Tiago Isidoro, Nadiah Ismail, Margaux Isnard, Junji Itai, Daniel Ivulich, Danielle Jaafar, Salma Jaafoura, Julien Jabot, Clare Jackson, Nina Jamieson, Victoria Janes, Pierre Jaquet, Coline Jaud-Fischer, Stéphane Jaureguiberry, Jeffrey Javidfar, Denise Jaworsky, Florence Jego, Anilawati Mat Jelani, Synne Jenum, Ruth Jimbo-Sotomayor, Ong Yiaw Joe, Ruth N Jorge García, Cédric Joseph, Mark Joseph, Swosti Joshi, Mercé Jourdain, Philippe Jouvet, Hanna Jung, Anna Jung, Dafsah Juzar, Ouifiya Kafif, Florentia Kaguelidou, Neerusha Kaisbain, Thavamany Kaleesvran, Sabina Kali, Alina Kalicinska, Smaragdi Kalomoiri, Muhammad Aisar Ayadi Kamaluddin, Zul Amali Che Kamaruddin, Nadiah Kamarudin, Paul Kambiya, Kavita Kamineni, Darshana Hewa Kandamby, Chris Kandel, Kong Yeow Kang, Darakhshan Kanwal, Pratap Karpayah, Todd Karsies, Daisuke Kasugai, Anant Kataria, Kevin Katz, Aasmine Kaur, Christy Kay, Hannah Keane, Seán Keating, Pulak Kedia, Claire Kelly, Yvelynne Kelly, Andrea Kelly, Niamh Kelly, Aoife Kelly, Sadie Kelly, Maeve Kelsey, Ryan Kennedy, Kalynn Kennon, Maeve Kernan, Younes Kerroumi, Sharma Keshav, Imrana Khalid, Osama Khalid, Antoine Khalil, Coralie Khan, Irfan Khan, Quratul Ain Khan, Sushil Khanal, Abid Khatak, Amin Khawaja, Krish Kherajani, Michelle E Kho, Saye Khoo, Ryan Khoo, Denisa Khoo, Nasir Khoso, Khor How Kiat, Yuri Kida, Peter Kiiza, Beathe Kiland Granerud, Anders Benjamin Kildal, Jae Burm Kim, Antoine Kimmoun, Detlef Kindgen-Milles, Alexander King, Nobuya Kitamura, Paul Klenerman, Rob Klont, Gry Kloumann Bekken, Stephen R Knight, Robin Kobbe, Chamira Kodippily, Malte Kohns Vasconcelos, Sabin Koirala, Mamoru Komatsu, Caroline Kosgei, Arsène Kpangon, Karolina Krawczyk, Vinothini Krishnan, Sudhir Krishnan, Oksana Kruglova, Deepali Kumar, Ganesh Kumar, Mukesh Kumar, Dinesh Kuriakose, Ethan Kurtzman, Demetrios Kutsogiannis, Galyna Kutsyna, Konstantinos Kyriakoulis, Marie Lachatre, Marie Lacoste, John G Laffey, Marie Lagrange, Fabrice Laine, Olivier Lairez, Sanjay Lakhey, Antonio Lalueza, Marc Lambert, François Lamontagne, Marie Langelot-Richard, Vincent Langlois, Eka Yudha Lantang, Marina Lanza, Cédric Laouénan, Samira Laribi, Delphine 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Srinivas Murthy, Himed Musaab, Himasha Muvindi, Gugapriyaa Muyandy, Dimitra Melia Myrodia, Farah Nadia Mohd-Hanafiah, Dave Nagpal, Alex Nagrebetsky, Mangala Narasimhan, Nageswaran Narayanan, Rashid Nasim Khan, Alasdair Nazerali-Maitland, Nadège Neant, Holger Neb, Erni Nelwan, Raul Neto, Emily Neumann, Pauline Yeung Ng, Wing Yiu Ng, Anthony Nghi, Duc Nguyen, Orna Ni Choileain, Niamh Ni Leathlobhair, Prompak Nitayavardhana, Stephanie Nonas, Nurul Amani Mohd Noordin, Marion Noret, Nurul Faten Izzati Norharizam, Lisa Norman, Alessandra Notari, Mahdad Noursadeghi, Karolina Nowicka, Adam Nowinski, Saad Nseir, Jose I Nunez, Nurnaningsih Nurnaningsih, Dwi Utomo Nusantara, Elsa Nyamankolly, Fionnuala O Brien, Annmarie O Callaghan, Annmarie O'Callaghan, Giovanna Occhipinti, Derbrenn OConnor, Max O'Donnell, Tawnya Ogston, Takayuki Ogura, Tak-Hyuk Oh, Sophie O'Halloran, Katie O'Hearn, Shinichiro Ohshimo, Agnieszka Oldakowska, João Oliveira, Larissa Oliveira, Jee Yan Ong, Wilna Oosthuyzen, Anne 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Gilles Peytavin, Scott Pharand, Michael Piagnerelli, Walter Picard, Olivier Picone, Maria de Piero, Carola Pierobon, Djura Piersma, Carlos Pimentel, Raquel Pinto, Catarina Pires, Isabelle Pironneau, Lionel Piroth, Ayodhia Pitaloka, Riinu Pius, Laurent Plantier, Hon Shen Png, Julien Poissy, Ryadh Pokeerbux, Maria Pokorska-Spiewak, Sergio Poli, Georgios Pollakis, Diane Ponscarme, Jolanta Popielska, Diego Bastos Porto, Andra-Maris Post, Douwe F Postma, Pedro Povoa, Diana Póvoas, Jeff Powis, Sofia Prapa, Sébastien Preau, Christian Prebensen, Jean-Charles Preiser, Anton Prinssen, Gamage Dona Dilanthi Priyadarshani, Lucia Proença, Sravya Pudota, Oriane Puéchal, Bambang Pujo Semedi, Mathew Pulicken, Gregory Purcell, Luisa Quesada, Vilmaris Quinones-Cardona, Víctor Quirós González, Else Quist-Paulsen, Mohammed Quraishi, Maia Rabaa, Christian Rabaud, Ebenezer Rabindrarajan, Aldo Rafael, Marie Rafiq, Gabrielle Ragazzo, Mutia Rahardjani, Rozanah Abd Rahman, Ahmad Kashfi Haji Ab Rahman, Arsalan Rahutullah, Fernando Rainieri, Giri Shan Rajahram, Pratheema Ramachandran, Ahmad Afiq Ramli, Blandine Rammaert, Asim Rana, Rajavardhan Rangappa, Ritika Ranjan, Christophe Rapp, Aasiyah Rashan, Thalha Rashan, Ghulam Rasheed, Menaldi Rasmin, Indrek Rätsep, Cornelius Rau, Tharmini Ravi, Ali Raza, Andre Real, Stanislas Rebaudet, Sarah Redl, Brenda Reeve, Attaur Rehman, Liadain Reid, Liadain Reid, Dag Henrik Reikvam, Renato Reis, Jordi Rello, Jonathan Remppis, Martine Remy, Hongru Ren, Hanna Renk, Anne-Sophie Resseguier, Matthieu Revest, Oleksa Rewa, Luis Felipe Reyes, Tiago Reyes, Maria Ines Ribeiro, Antonia Ricchiuto, David Richardson, Denise Richardson, Laurent Richier, Siti Nurul Atikah Ahmad Ridzuan, Jordi Riera, Ana L Rios, Asgar Rishu, Patrick Rispal, Karine Risso, Maria Angelica Rivera Nuñez, Nicholas Rizer, Chiara Robba, André Roberto, Stephanie Roberts, David L Robertson, Olivier Robineau, Ferran Roche-Campo, Paola Rodari, Simão Rodeia, Bernhard Roessler, Pierre-Marie Roger, Emmanuel Roilides, Juliette Romaru, Roberto Roncon-Albuquerque, Mélanie Roriz, Manuel Rosa-Calatrava, Michael Rose, Dorothea Rosenberger, Nurul Hidayah Mohammad Roslan, Andrea Rossanese, Matteo Rossetti, Bénédicte Rossignol, Patrick Rossignol, Stella Rousset, Carine Roy, Benoît Roze, Desy Rusmawatiningtyas, Clark D Russell, Maria Ryan, Maeve Ryan, Steffi Ryckaert, Aleksander Rygh Holten, Isabela Saba, Sairah Sadaf, Musharaf Sadat, Valla Sahraei, Maximilien Saint-Gilles, Pranya Sakiyalak, Nawal Salahuddin, Leonardo Salazar, Jodat Saleem, Gabriele Sales, Stéphane Sallaberry, Charlotte Salmon Gandonniere, Hélène Salvator, Olivier Sanchez, Angel Sanchez-Miralles, Vanessa Sancho-Shimizu, Gyan Sandhu, Zulfiqar Sandhu, Pierre-François Sandrine, Marlene Santos, Shirley Sarfo-Mensah, Bruno Sarmento Banheiro, Iam Claire E Sarmiento, Benjamine Sarton, Ankana Satya, Sree Satyapriya, Rumaisah Satyawati, Egle Saviciute, Parthena Savvidou, Yen Tsen Saw, Justin Schaffer, Tjard Schermer, Arnaud Scherpereel, Marion Schneider, Stephan Schroll, Michael Schwameis, Gary Schwartz, Brendan Scicluna, Janet T Scott, James Scott-Brown, Nicholas Sedillot, Tamara Seitz, Jaganathan Selvanayagam, Mageswari Selvarajoo, Caroline Semaille, Rasidah Bt Senian, Eric Senneville, Claudia Sepulveda, Filipa Sequeira, Tânia Sequeira, Ary Serpa Neto, Pablo Serrano Balazote, Ellen Shadowitz, Syamin Asyraf Shahidan, Mohammad Shamsah, Anuraj Shankar, Shaikh Sharjeel, Catherine A Shaw, Victoria Shaw, Ashraf Sheharyar, Rohan Shetty, Rajesh Mohan Shetty, Haixia Shi, Nisreen Shiban, Mohiuddin Shiekh, Nobuaki Shime, Hiroaki Shimizu, Keiki Shimizu, Sally Shrapnel, Pramesh Sundar Shrestha, Shubha Kalyan Shrestha, Hoi Ping Shum, Nassima Si Mohammed, Ng Yong Siang, Jeanne Sibiude, Atif Siddiqui, Piret Sillaots, Catarina Silva, Rogério Silva, Maria Joao Silva, Wai Ching Sin, Dario Sinatti, Punam Singh, Budha Charan Singh, Pompini Agustina Sitompul, Karisha Sivam, Vegard Skogen, Sue Smith, Benjamin Smood, Coilin Smyth, Michelle Smyth, Michelle Smyth, Morgane Snacken, Dominic So, Tze Vee Soh, Joshua Solomon, Tom Solomon, Agnès Sommet, Rima Song, Tae Song, Jack Song Chia, Michael Sonntagbauer, Azlan Mat Soom, Alberto Sotto, Edouard Soum, Marta Sousa, Ana Chora Sousa, Maria Sousa Uva, Vicente Souza-Dantas, Alexandra Sperry, Elisabetta Spinuzza, B P Sanka Ruwan Sri Darshana, Shiranee Sriskandan, Sarah Stabler, Thomas Staudinger, Stephanie-Susanne Stecher, Trude Steinsvik, Ymkje Stienstra, Birgitte Stiksrud, Eva Stolz, Amy Stone, Adrian Streinu-Cercel, David Stuart, Ami Stuart, Decy Subekti, Gabriel Suen, Jacky Y Suen, Asfia Sultana, Charlotte Summers, Dubravka Supic, Deepashankari Suppiah, Magdalena Surovcová, Suwarti Suwarti, Andrey Svistunov, Sarah Syahrin, Konstantinos Syrigos, Jaques Sztajnbok, Konstanty Szuldrzynski, Shirin Tabrizi, Lysa Tagherset, Shahdattul Mawarni Taib, Ewa Talarek, Sara Taleb, Jelmer Talsma, Renaud Tamisier, Maria Lawrensia Tampubolon, Kim Keat Tan, Yan Chyi Tan, Taku Tanaka, Hiroyuki Tanaka, Hayato Taniguchi, Huda Taqdees, Arshad Taqi, Coralie Tardivon, Pierre Tattevin, M Azhari Taufik, Hassan Tawfik, Richard S Tedder, Tze Yuan Tee, João Teixeira, Sofia Tejada, Marie-Capucine Tellier, Sze Kye Teoh, Vanessa Teotonio, François Téoulé, Pleun Terpstra, Olivier Terrier, Nicolas Terzi, Hubert Tessier-Grenier, Adrian Tey, Alif Adlan Mohd Thabit, Anand Thakur, Zhang Duan Tham, Suvintheran Thangavelu, Vincent Thibault, Simon-Djamel Thiberville, Benoît Thill, Jananee Thirumanickam, Shaun Thompson, Emma C Thomson, David Thomson, Surain Raaj Thanga Thurai, Ryan S Thwaites, Paul Tierney, Vadim Tieroshyn, Peter S Timashev, Jean-François Timsit, Noémie Tissot, Jordan Zhien Yang Toh, Maria Toki, Kristian Tonby, Sia Loong Tonnii, Margarida Torres, Antoni Torres, Rosario Maria Torres Santos-Olmo, Hernando Torres-Zevallos, Michael Towers, Tony Trapani, Théo Treoux, Cécile Tromeur, Ioannis Trontzas, Tiffany Trouillon, Jeanne Truong, Christelle Tual, Sarah Tubiana, Helen Tuite, Jean-Marie Turmel, Lance C W Turtle, Anders Tveita, Pawel Twardowski, Makoto Uchiyama, P G Ishara Udayanga, Andrew Udy, Roman Ullrich, Alberto Uribe, Asad Usman, Timothy M Uyeki, Cristinava Vajdovics, Piero Valentini, Luís Val-Flores, Amélie Valran, Stijn Van de Velde, Marcel van den Berge, Machteld Van der Feltz, Job van der Palen, Paul van der Valk, Nicky Van Der Vekens, Peter Van der Voort, Sylvie Van Der Werf, Laura van Gulik, Jarne Van Hattem, Carolien van Netten, Frank van Someren Greve, Ilonka van Veen, Hugo Van Willigen, Noémie Vanel, Henk Vanoverschelde, Pooja Varghese, Michael Varrone, Shoban Raj Vasudayan, Charline Vauchy, Shaminee Veeran, Aurélie Veislinger, Sebastian Vencken, Sara Ventura, Annelies Verbon, James Vickers, José Ernesto Vidal, César Vieira, Deepak Vijayan, Joy Ann Villanueva, Judit Villar, Pierre-Marc Villeneuve, Andrea Villoldo, Gayatri Vishwanathan, Benoit Visseaux, Hannah Visser, Chiara Vitiello, Harald Vonkeman, Fanny Vuotto, Suhaila Abdul Wahab, Noor Hidayu Wahab, Nadirah Abdul Wahid, Marina Wainstein, Wan Fadzlina Wan Muhd Shukeri, Chih-Hsien Wang, Steve Webb, Katharina Weil, Tan Pei Wen, Sanne Wesselius, T Eoin West, Murray Wham, Bryan Whelan, Nicole White, Paul Henri Wicky, Aurélie Wiedemann, Surya Otto Wijaya, Keith Wille, Suzette Willems, Virginie Williams, Calvin Wong, Yew Sing Wong, Teck Fung Wong, Natalie Wright, Gan Ee Xian, Lim Saio Xian, Kuan Pei Xuan, Ioannis Xynogalas, Siti Rohani Binti Mohd Yakop, Masaki Yamazaki, Yazdan Yazdanpanah, Nicholas Yee Liang Hing, Cécile Yelnik, Chian Hui Yeoh, Stephanie Yerkovich, Toshiki Yokoyama, Hodane Yonis, Obada Yousif, Saptadi Yuliarto, Akram Zaaqoq, Marion Zabbe, Kai Zacharowski, Masliza Zahid, Maram Zahran, Nor Zaila Binti Zaidan, Maria Zambon, Miguel Zambrano, Alberto Zanella, Konrad Zawadka, Nurul Zaynah, Hiba Zayyad, Alexander Zoufaly, David Zucman, University of Oxford, Infection, Anti-microbiens, Modélisation, Evolution (IAME (UMR_S_1137 / U1137)), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris Cité (UPCité)-Université Sorbonne Paris Nord, CHU Pontchaillou [Rennes], ARN régulateurs bactériens et médecine (BRM), Université de Rennes (UR)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Structure Fédérative de Recherche en Biologie et Santé de Rennes ( Biosit : Biologie - Santé - Innovation Technologique ), This work was made possible by the UK Foreign, Commonwealth and Development Office, Wellcome (215091/Z/18/Z, 205228/Z/16/Z, 220757/Z/20/Z), Bill & Melinda Gates Foundation (OPP1209135), UK Medical Research Council Clinical Research Training Fellowship (MR/V001671/1), the philanthropic support of the donors to the University of Oxford’s COVID-19 Research Response Fund, CIHR Coronavirus Rapid Research Funding Opportunity (OV2170359) and the co-ordination in Canada by Sunnybrook Research Institute, endorsement of the Irish Critical Care—Clinical Trials Group, co-ordination in Ireland by the Irish Critical Care—Clinical Trials Network at University College Dublin and funding by the Health Research Board of Ireland (CTN-2014–12), the Rapid European COVID-19 Emergency Response research (RECOVER) (H2020 project 101003589) and European Clinical Research Alliance on Infectious Diseases (ECRAID) (965313), the COVID clinical management team, AIIMS, Rishikesh, India, the COVID-19 Clinical Management team, Manipal Hospital Whitefield, Bengaluru, India, Cambridge NIHR Biomedical Research Centre, the dedication and hard work of the Groote Schuur Hospital Covid ICU Team, support by the Groote Schuur nursing and University of Cape Town registrar bodies co-ordinated by the Division of Critical Care at the University of Cape Town, the Liverpool School of Tropical Medicine and the University of Oxford, the dedication and hard work of the Norwegian SARS-CoV-2 study team, the Research Council of Norway (grant no. 312780) and a philanthropic donation from Vivaldi Invest A/S owned by Jon Stephenson von Tetzchner, Imperial NIHR Biomedical Research Centre, the Comprehensive Local Research Networks of which PJMO is an NIHR Senior Investigator (NIHR201385), Innovative Medicines Initiative Joint Undertaking under Grant Agreement No. 115523 COMBACTE, resources of which are composed of financial contribution from the European Union’s Seventh Framework Programme (FP7/2007– 2013) and EFPIA companies, in-kind contribution, the French COVID cohort (NCT04262921) is sponsored by INSERM and is funded by the REACTing (REsearch & ACtion emergING infectious diseases) consortium and by a grant of the French Ministry of Health (PHRC n 20–0424), Stiftungsfonds zur Förderung der Bekämpfung der Tuberkulose und anderer Lungenkrankheiten of the City of Vienna (project no. APCOV22BGM), Italian Ministry of Health ‘Fondi Ricerca corrente–L1P6’ to IRCCS Ospedale Sacro Cuore–Don Calabria, Australian Department of Health grant (3273191), Gender Equity Strategic Fund at University of Queensland, Artificial Intelligence for Pandemics (A14PAN) at University of Queensland, the Australian Research Council Centre of Excellence for Engineered Quantum Systems (EQUS, CE170100009), the Prince Charles Hospital Foundation, Australia, grants from Instituto de Salud Carlos III, Ministerio de Ciencia, Spain, Brazil, National Council for Scientific and Technological Development (scholarship no. 303953/2018–7), the Firland Foundation, Shoreline, Washington, USA, a grant from foundation Bevordering Onderzoek Franciscus, the South Eastern Norway Health Authority and the Research Council of Norway, and preparedness work conducted by the Short PeRiod IncideNce sTudy of Severe Acute Respiratory Infection. Data and Material provision was supported by grants from the National Institute for Health Research (NIHR, award CO-CIN-01), the Medical Research Council (MRC, and grant MC_PC_19059) and by the NIHR Health Protection Research Unit (HPRU) in Emerging and Zoonotic Infections at University of Liverpool in partnership with PHE (award no. 200907), NIHR HPRU in Respiratory Infections at Imperial College London with PHE (award no. 200927), Liverpool Experimental Cancer Medicine Centre (grant no. C18616/A25153), NIHR Biomedical Research Centre at Imperial College London (award no. IS-BRC-1215–20013) and NIHR Clinical Research Network providing infrastructure support.
Subjects: Male, Epidemiology, MESH: Hospitalization, MESH: Proportional Hazards Models, MESH: Risk Factors, Risk Factors, MESH: Child, cohort study, MESH: COVID-19, Humans, MESH: SARS-CoV-2, Child, Proportional Hazards Models, MESH: Humans, MESH: Middle Aged, SARS-CoV-2, COVID-19, risk of death, General Medicine, Middle Aged, co-morbidities, symptoms, treatments, MESH: Male, Hospitalization, Intensive Care Units, MESH: Intensive Care Units, [SDV.SPEE]Life Sciences [q-bio]/Santé publique et épidémiologie, COVID-19/therapy
Abstract: Background We describe demographic features, treatments and clinical outcomes in the International Severe Acute Respiratory and emerging Infection Consortium (ISARIC) COVID-19 cohort, one of the world's largest international, standardized data sets concerning hospitalized patients. Methods The data set analysed includes COVID-19 patients hospitalized between January 2020 and January 2022 in 52 countries. We investigated how symptoms on admission, co-morbidities, risk factors and treatments varied by age, sex and other characteristics. We used Cox regression models to investigate associations between demographics, symptoms, co-morbidities and other factors with risk of death, admission to an intensive care unit (ICU) and invasive mechanical ventilation (IMV). Results Data were available for 689 572 patients with laboratory-confirmed (91.1%) or clinically diagnosed (8.9%) SARS-CoV-2 infection from 52 countries. Age [adjusted hazard ratio per 10 years 1.49 (95% CI 1.48, 1.49)] and male sex [1.23 (1.21, 1.24)] were associated with a higher risk of death. Rates of admission to an ICU and use of IMV increased with age up to age 60 years then dropped. Symptoms, co-morbidities and treatments varied by age and had varied associations with clinical outcomes. The case-fatality ratio varied by country partly due to differences in the clinical characteristics of recruited patients and was on average 21.5%. Conclusions Age was the strongest determinant of risk of death, with a ∼30-fold difference between the oldest and youngest groups; each of the co-morbidities included was associated with up to an almost 2-fold increase in risk. Smoking and obesity were also associated with a higher risk of death. The size of our international database and the standardized data collection method make this study a comprehensive international description of COVID-19 clinical features. Our findings may inform strategies that involve prioritization of patients hospitalized with COVID-19 who have a higher risk of death.
Published: 2023

13. Author response for 'Symptom‐based case definitions for COVID‐19: Time and geographical variations for detection at hospital admission among 260,000 patients'

Author: null Joaquin Baruch, null Amanda Rojek, null Christiana Kartsonaki, null Bharath K. T. Vijayaraghavan, null Bronner P. Gonçalves, null Mark G. Pritchard, null Laura Merson, null Jake Dunning, null Matthew Hall, null Louise Sigfrid, null Barbara W. Citarella, null Srinivas Murthy, null Trokon O. Yeabah, null Piero Olliaro, null Ali Abbas, null Sheryl Ann Abdukahil, null Nurul Najmee Abdulkadir, null Ryuzo Abe, null Laurent Abel, null Lara Absil, null Subhash Acharya, null Andrew Acker, null Elisabeth Adam, null Diana Adrião, null Saleh Al Ageel, null Shakeel Ahmed, null Kate Ainscough, null Eka Airlangga, null Tharwat Aisa, null Ali Ait Hssain, null Younes Ait Tamlihat, null Takako Akimoto, null Ernita Akmal, null Eman Al Qasim, null Razi Alalqam, null Angela Alberti, null Tala Al‐dabbous, null Senthilkumar Alegesan, null Cynthia Alegre, null Marta Alessi, null Beatrice Alex, null Kévin Alexandre, null Abdulrahman Al‐Fares, null Huda Alfoudri, null Imran Ali, null Adam Ali, null Naseem Ali Shah, null Kazali Enagnon Alidjnou, null Jeffrey Aliudin, null Qabas Alkhafajee, null Clotilde Allavena, null Nathalie Allou, null Aneela Altaf, null João Alves, null Rita Alves, null João Melo Alves, null Maria Amaral, null Nur Amira, null Phoebe Ampaw, null Roberto Andini, null Claire Andréjak, null Andrea Angheben, null François Angoulvant, null Séverine Ansart, null Sivanesen Anthonidass, null Massimo Antonelli, null Carlos Alexandre Antunes de Brito, null Ardiyan Apriyana, null Yaseen Arabi, null Irene Aragao, null Carolline Araujo, null Antonio Arcadipane, null Patrick Archambault, null Lukas Arenz, null Jean‐Benoît Arlet, null Lovkesh Arora, null Rakesh Arora, null Elise Artaud‐Macari, null Diptesh Aryal, null Angel Asensio, null Muhammad Ashraf, null Namra Asif, null Mohammad Asim, null Jean Baptiste Assie, null Amirul Asyraf, null Anika Atique, null A. M. Udara Lakshan Attanyake, null Johann Auchabie, null Hugues Aumaitre, null Adrien Auvet, null Eyvind W. Axelsen, null Laurène Azemar, null Cecile Azoulay, null Benjamin Bach, null Delphine Bachelet, null Claudine Badr, null Roar Bævre‐Jensen, null Nadia Baig, null J. Kenneth Baillie, null J. Kevin Baird, null Erica Bak, null Agamemnon Bakakos, null Nazreen Abu Bakar, null Andriy Bal, null Mohanaprasanth Balakrishnan, null Valeria Balan, null Firouzé Bani‐Sadr, null Renata Barbalho, null Nicholas Yuri Barbosa, null Wendy S. Barclay, null Saef Umar Barnett, null Michaela Barnikel, null Helena Barrasa, null Audrey Barrelet, null Cleide Barrigoto, null Marie Bartoli, null Joaquín Baruch, null Mustehan Bashir, null Romain Basmaci, null Muhammad Fadhli Hassin Basri, null Denise Battaglini, null Jules Bauer, null Diego Fernando Bautista Rincon, null Denisse Bazan Dow, null Abigail Beane, null Alexandra Bedossa, null Ker Hong Bee, null Husna Begum, null Sylvie Behilill, null Albertus Beishuizen, null Aleksandr Beljantsev, null David Bellemare, null Anna Beltrame, null Beatriz Amorim Beltrão, null Marine Beluze, null Nicolas Benech, null Lionel Eric Benjiman, null Dehbia Benkerrou, null Suzanne Bennett, null Luís Bento, null Jan‐Erik Berdal, null Delphine Bergeaud, null Hazel Bergin, null José Luis Bernal Sobrino, null Giulia Bertoli, null Lorenzo Bertolino, null Simon Bessis, null Sybille Bevilcaqua, null Karine Bezulier, null Amar Bhatt, null Krishna Bhavsar, null Claudia Bianco, null Farah Nadiah Bidin, null Moirangthem Bikram Singh, null Felwa Bin Humaid, null Mohd Nazlin Bin Kamarudin, null François Bissuel, null Laurent Bitker, null Jonathan Bitton, null Pablo Blanco‐Schweizer, null Catherine Blier, null Frank Bloos, null Mathieu Blot, null Filomena Boccia, null Laetitia Bodenes, null Alice Bogaarts, null Debby Bogaert, null Anne‐Hélène Boivin, null Pierre‐Adrien Bolze, null François Bompart, null Aurelius Bonfasius, null Diogo Borges, null Raphaël Borie, null Hans Martin Bosse, null Elisabeth Botelho‐Nevers, null Lila Bouadma, null Olivier Bouchaud, null Sabelline Bouchez, null Dounia Bouhmani, null Damien Bouhour, null Kévin Bouiller, null Laurence Bouillet, null Camile Bouisse, null Anne‐Sophie Boureau, null John Bourke, null Maude Bouscambert, null Aurore Bousquet, null Jason Bouziotis, null Bianca Boxma, null Marielle Boyer‐Besseyre, null Maria Boylan, null Fernando Augusto Bozza, null Axelle Braconnier, null Cynthia Braga, null Timo Brandenburger, null Filipa Brás Monteiro, null Luca Brazzi, null Patrick Breen, null Dorothy Breen, null Kathy Brickell, null Shaunagh Browne, null Alex Browne, null Nicolas Brozzi, null Sonja Hjellegjerde Brunvoll, null Marjolein Brusse‐Keizer, null Nina Buchtele, null Christian Buesaquillo, null Polina Bugaeva, null Marielle Buisson, null Danilo Buonsenso, null Erlina Burhan, null Aidan Burrell, null Ingrid G. Bustos, null Denis Butnaru, null André Cabie, null Susana Cabral, null Eder Caceres, null Cyril Cadoz, null Kate Calligy, null Jose Andres Calvache, null João Camões, null Valentine Campana, null Paul Campbell, null Josie Campisi, null Cecilia Canepa, null Mireia Cantero, null Pauline Caraux‐Paz, null Sheila Cárcel, null Chiara Simona Cardellino, null Sofia Cardoso, null Filipe Cardoso, null Filipa Cardoso, null Nelson Cardoso, null Simone Carelli, null Nicolas Carlier, null Thierry Carmoi, null Gayle Carney, null Inês Carqueja, null Marie‐Christine Carret, null François Martin Carrier, null Ida Carroll, null Gail Carson, null Maire‐Laure Casanova, null Mariana Cascão, null Siobhan Casey, null José Casimiro, null Bailey Cassandra, null Silvia Castañeda, null Nidyanara Castanheira, null Guylaine Castor‐Alexandre, null Henry Castrillón, null Ivo Castro, null Ana Catarino, null François‐Xavier Catherine, null Paolo Cattaneo, null Roberta Cavalin, null Giulio Giovanni Cavalli, null Alexandros Cavayas, null Adrian Ceccato, null Minerva Cervantes‐Gonzalez, null Anissa Chair, null Catherine Chakveatze, null Adrienne Chan, null Meera Chand, null Christelle Chantalat Auger, null Jean‐Marc Chapplain, null Julie Chas, null Allegra Chatterjee, null Mobin Chaudry, null Jonathan Samuel Chávez Iñiguez, null Anjellica Chen, null Yih‐Sharng Chen, null Matthew Pellan Cheng, null Antoine Cheret, null Thibault Chiarabini, null Julian Chica, null Suresh Kumar Chidambaram, null Leong Chin Tho, null Catherine Chirouze, null Davide Chiumello, null Sung‐Min Cho, null Bernard Cholley, null Marie‐Charlotte Chopin, null Ting Soo Chow, null Yock Ping Chow, null Jonathan Chua, null Hiu Jian Chua, null Jose Pedro Cidade, null José Miguel Cisneros Herreros, null Barbara Wanjiru Citarella, null Anna Ciullo, null Jennifer Clarke, null Emma Clarke, null Rolando Claure‐Del Granado, null Sara Clohisey, null Perren J. Cobb, null Cassidy Codan, null Caitriona Cody, null Alexandra Coelho, null Megan Coles, null Gwenhaël Colin, null Michael Collins, null Sebastiano Maria Colombo, null Pamela Combs, null Marie Connor, null Anne Conrad, null Sofía Contreras, null Elaine Conway, null Graham S. Cooke, null Mary Copland, null Hugues Cordel, null Amanda Corley, null Sabine Cornelis, null Alexander Daniel Cornet, null Arianne Joy Corpuz, null Andrea Cortegiani, null Grégory Corvaisier, null Emma Costigan, null Camille Couffignal, null Sandrine Couffin‐Cadiergues, null Roxane Courtois, null Stéphanie Cousse, null Rachel Cregan, null Sabine Croonen, null Gloria Crowl, null Jonathan Crump, null Claudina Cruz, null Juan Luis Cruz Bermúdez, null Jaime Cruz Rojo, null Marc Csete, null Ailbhe Cullen, null Matthew Cummings, null Gerard Curley, null Elodie Curlier, null Colleen Curran, null Paula Custodio, null Ana da Silva Filipe, null Charlene Da Silveira, null Al‐Awwab Dabaliz, null Andrew Dagens, null John Arne Dahl, null Darren Dahly, null Heidi Dalton, null Jo Dalton, null Seamus Daly, null Nick Daneman, null Corinne Daniel, null Emmanuelle A. Dankwa, null Jorge Dantas, null Frédérick D'Aragon, null Gillian de Loughry, null Diego de Mendoza, null Etienne De Montmollin, null Rafael Freitas de Oliveira França, null Ana Isabel de Pinho Oliveira, null Rosanna De Rosa, null Cristina De Rose, null Thushan de Silva, null Peter de Vries, null Jillian Deacon, null David Dean, null Alexa Debard, null Marie‐Pierre Debray, null Nathalie DeCastro, null William Dechert, null Lauren Deconninck, null Romain Decours, null Eve Defous, null Isabelle Delacroix, null Eric Delaveuve, null Karen Delavigne, null Nathalie M. Delfos, null Ionna Deligiannis, null Andrea Dell'Amore, null Christelle Delmas, null Pierre Delobel, null Corine Delsing, null Elisa Demonchy, null Emmanuelle Denis, null Dominique Deplanque, null Pieter Depuydt, null Mehul Desai, null Diane Descamps, null Mathilde Desvallées, null Santi Dewayanti, null Pathik Dhanger, null Alpha Diallo, null Sylvain Diamantis, null André Dias, null Juan Jose Diaz, null Priscila Diaz, null Rodrigo Diaz, null Kévin Didier, null Jean‐Luc Diehl, null Wim Dieperink, null Jérôme Dimet, null Vincent Dinot, null Fara Diop, null Alphonsine Diouf, null Yael Dishon, null Félix Djossou, null Annemarie B. Docherty, null Helen Doherty, null Arjen M. Dondorp, null Maria Donnelly, null Christl A. Donnelly, null Sean Donohue, null Yoann Donohue, null Chloe Donohue, null Peter Doran, null Céline Dorival, null Eric D'Ortenzio, null James Joshua Douglas, null Renee Douma, null Nathalie Dournon, null Triona Downer, null Joanne Downey, null Mark Downing, null Tom Drake, null Aoife Driscoll, null Murray Dryden, null Claudio Duarte Fonseca, null Vincent Dubee, null François Dubos, null Alexandre Ducancelle, null Toni Duculan, null Susanne Dudman, null Abhijit Duggal, null Paul Dunand, null Mathilde Duplaix, null Emanuele Durante‐Mangoni, null Lucian Durham, null Bertrand Dussol, null Juliette Duthoit, null Xavier Duval, null Anne Margarita Dyrhol‐Riise, null Sim Choon Ean, null Marco Echeverria‐Villalobos, null Siobhan Egan, null Linn Margrete Eggesbø, null Carla Eira, null Mohammed El Sanharawi, null Subbarao Elapavaluru, null Brigitte Elharrar, null Jacobien Ellerbroek, null Merete Ellingjord‐Dale, null Philippine Eloy, null Tarek Elshazly, null Iqbal Elyazar, null Isabelle Enderle, null Tomoyuki Endo, null Chan Chee Eng, null Ilka Engelmann, null Vincent Enouf, null Olivier Epaulard, null Martina Escher, null Mariano Esperatti, null Hélène Esperou, null Marina Esposito‐Farese, null João Estevão, null Manuel Etienne, null Nadia Ettalhaoui, null Anna Greti Everding, null Mirjam Evers, null Marc Fabre, null Isabelle Fabre, null Amna Faheem, null Arabella Fahy, null Cameron J. Fairfield, null Zul Fakar, null Komal Fareed, null Pedro Faria, null Ahmed Farooq, null Hanan Fateena, null Arie Zainul Fatoni, null Karine Faure, null Raphaël Favory, null Mohamed Fayed, null Niamh Feely, null Laura Feeney, null Jorge Fernandes, null Marília Andreia Fernandes, null Susana Fernandes, null François‐Xavier Ferrand, null Eglantine Ferrand Devouge, null Joana Ferrão, null Mário Ferraz, null Sílvia Ferreira, null Isabel Ferreira, null Benigno Ferreira, null Ricard Ferrer‐Roca, null Nicolas Ferriere, null Céline Ficko, null Claudia Figueiredo‐Mello, null William Finlayson, null Juan Fiorda, null Thomas Flament, null Clara Flateau, null Tom Fletcher, null Letizia Lucia Florio, null Deirdre Flynn, null Claire Foley, null Jean Foley, null Victor Fomin, null Tatiana Fonseca, null Patricia Fontela, null Simon Forsyth, null Denise Foster, null Giuseppe Foti, null Erwan Fourn, null Robert A. Fowler, null Marianne Fraher, null Diego Franch‐Llasat, null John F. Fraser, null Christophe Fraser, null Marcela Vieira Freire, null Ana Freitas Ribeiro, null Caren Friedrich, null Stéphanie Fry, null Nora Fuentes, null Masahiro Fukuda, null G. Argin, null Valérie Gaborieau, null Rostane Gaci, null Massimo Gagliardi, null Jean‐Charles Gagnard, null Amandine Gagneux‐Brunon, null Sérgio Gaião, null Linda Gail Skeie, null Phil Gallagher, null Carrol Gamble, null Yasmin Gani, null Arthur Garan, null Rebekha Garcia, null Noelia García Barrio, null Julia Garcia‐Diaz, null Esteban Garcia‐Gallo, null Navya Garimella, null Denis Garot, null Valérie Garrait, null Basanta Gauli, null Nathalie Gault, null Aisling Gavin, null Anatoliy Gavrylov, null Alexandre Gaymard, null Johannes Gebauer, null Eva Geraud, null Louis Gerbaud Morlaes, null Nuno Germano, null Praveen Kumar Ghisulal, null Jade Ghosn, null Marco Giani, null Jess Gibson, null Tristan Gigante, null Morgane Gilg, null Elaine Gilroy, null Guillermo Giordano, null Michelle Girvan, null Valérie Gissot, null Daniel Glikman, null Petr Glybochko, null Eric Gnall, null Geraldine Goco, null François Goehringer, null Siri Goepel, null Jean‐Christophe Goffard, null Jin Yi Goh, null Jonathan Golob, null Kyle Gomez, null Joan Gómez‐Junyent, null Marie Gominet, null Alicia Gonzalez, null Patricia Gordon, null Isabelle Gorenne, null Laure Goubert, null Cécile Goujard, null Tiphaine Goulenok, null Margarite Grable, null Jeronimo Graf, null Edward Wilson Grandin, null Pascal Granier, null Giacomo Grasselli, null Christopher A. Green, null Courtney Greene, null William Greenhalf, null Segolène Greffe, null Domenico Luca Grieco, null Matthew Griffee, null Fiona Griffiths, null Ioana Grigoras, null Albert Groenendijk, null Anja Grosse Lordemann, null Heidi Gruner, null Yusing Gu, null Jérémie Guedj, null Martin Guego, null Dewi Guellec, null Anne‐Marie Guerguerian, null Daniela Guerreiro, null Romain Guery, null Anne Guillaumot, null Laurent Guilleminault, null Maisa Guimarães de Castro, null Thomas Guimard, null Marieke Haalboom, null Daniel Haber, null Hannah Habraken, null Ali Hachemi, null Amy Hackmann, null Nadir Hadri, null Fakhir Haidri, null Sheeba Hakak, null Adam Hall, null Sophie Halpin, null Jawad Hameed, null Ansley Hamer, null Raph L. Hamers, null Rebecca Hamidfar, null Bato Hammarström, null Terese Hammond, null Lim Yuen Han, null Rashan Haniffa, null Kok Wei Hao, null Hayley Hardwick, null Ewen M. Harrison, null Janet Harrison, null Samuel Bernard Ekow Harrison, null Alan Hartman, null Mohd Shahnaz Hasan, null Junaid Hashmi, null Muhammad Hayat, null Ailbhe Hayes, null Leanne Hays, null Jan Heerman, null Lars Heggelund, null Ross Hendry, null Martina Hennessy, null Aquiles Henriquez‐Trujillo, null Maxime Hentzien, null Jaime Hernandez‐Montfort, null Andrew Hershey, null Liv Hesstvedt, null Astarini Hidayah, null Eibhilin Higgins, null Dawn Higgins, null Rupert Higgins, null Rita Hinchion, null Samuel Hinton, null Hiroaki Hiraiwa, null Haider Hirkani, null Hikombo Hitoto, null Yi Bin Ho, null Antonia Ho, null Alexandre Hoctin, null Isabelle Hoffmann, null Wei Han Hoh, null Oscar Hoiting, null Rebecca Holt, null Jan Cato Holter, null Peter Horby, null Juan Pablo Horcajada, null Koji Hoshino, null Ikram Houas, null Catherine L. Hough, null Stuart Houltham, null Jimmy Ming‐Yang Hsu, null Jean‐Sébastien Hulot, null Stella Huo, null Abby Hurd, null Iqbal Hussain, null Samreen Ijaz, null Hajnal‐Gabriela Illes, null Patrick Imbert, null Mohammad Imran, null Rana Imran Sikander, null Aftab Imtiaz, null Hugo Inácio, null Carmen Infante Dominguez, null Yun Sii Ing, null Elias Iosifidis, null Mariachiara Ippolito, null Sarah Isgett, null Tiago Isidoro, null Nadiah Ismail, null Margaux Isnard, null Mette Stausland Istre, null Junji Itai, null Daniel Ivulich, null Danielle Jaafar, null Salma Jaafoura, null Julien Jabot, null Clare Jackson, null Nina Jamieson, null Pierre Jaquet, null Coline Jaud‐Fischer, null Stéphane Jaureguiberry, null Denise Jaworsky, null Florence Jego, null Anilawati Mat Jelani, null Synne Jenum, null Ruth Jimbo‐Sotomayor, null Ong Yiaw Joe, null Ruth N. Jorge García, null Silje Bakken Jørgensen, null Cédric Joseph, null Mark Joseph, null Swosti Joshi, null Mercé Jourdain, null Philippe Jouvet, null Hanna Jung, null Anna Jung, null Dafsah Juzar, null Ouifiya Kafif, null Florentia Kaguelidou, null Neerusha Kaisbain, null Thavamany Kaleesvran, null Sabina Kali, null Alina Kalicinska, null Karl Trygve Kalleberg, null Smaragdi Kalomoiri, null Muhammad Aisar Ayadi Kamaluddin, null Zul Amali Che Kamaruddin, null Nadiah Kamarudin, null Kavita Kamineni, null Darshana Hewa Kandamby, null Chris Kandel, null Kong Yeow Kang, null Darakhshan Kanwal, null Pratap Karpayah, null Daisuke Kasugai, null Anant Kataria, null Kevin Katz, null Aasmine Kaur, null Christy Kay, null Hannah Keane, null Seán Keating, null Pulak Kedia, null Claire Kelly, null Yvelynne Kelly, null Andrea Kelly, null Niamh Kelly, null Aoife Kelly, null Sadie Kelly, null Maeve Kelsey, null Ryan Kennedy, null Kalynn Kennon, null Maeve Kernan, null Younes Kerroumi, null Sharma Keshav, null Imrana Khalid, null Osama Khalid, null Antoine Khalil, null Coralie Khan, null Irfan Khan, null Quratul Ain Khan, null Sushil Khanal, null Abid Khatak, null Amin Khawaja, null Krish Kherajani, null Michelle E. Kho, null Ryan Khoo, null Denisa Khoo, null Saye Khoo, null Nasir Khoso, null Khor How Kiat, null Yuri Kida, null Peter Kiiza, null Beathe Kiland Granerud, null Anders Benjamin Kildal, null Jae Burm Kim, null Antoine Kimmoun, null Detlef Kindgen‐Milles, null Alexander King, null Nobuya Kitamura, null Eyrun Floerecke Kjetland Kjetland, null Paul Klenerman, null Rob Klont, null Gry Kloumann Bekken, null Stephen R. Knight, null Robin Kobbe, null Chamira Kodippily, null Malte Kohns Vasconcelos, null Sabin Koirala, null Mamoru Komatsu, null Caroline Kosgei, null Arsène Kpangon, null Karolina Krawczyk, null Vinothini Krishnan, null Sudhir Krishnan, null Oksana Kruglova, null Ganesh Kumar, null Deepali Kumar, null Mukesh Kumar, null Pavan Kumar Vecham, null Dinesh Kuriakose, null Ethan Kurtzman, null Demetrios Kutsogiannis, null Galyna Kutsyna, null Konstantinos Kyriakoulis, null Marie Lachatre, null Marie Lacoste, null John G. Laffey, null Marie Lagrange, null Fabrice Laine, null Olivier Lairez, null Sanjay Lakhey, null Antonio Lalueza, null Marc Lambert, null François Lamontagne, null Marie Langelot‐Richard, null Vincent Langlois, null Eka Yudha Lantang, null Marina Lanza, null Cédric Laouénan, null Samira Laribi, null Delphine Lariviere, null Stéphane Lasry, null Sakshi Lath, null Naveed Latif, null Odile Launay, null Didier Laureillard, null Yoan Lavie‐Badie, null Andy Law, null Teresa Lawrence, null Cassie Lawrence, null Minh Le, null Clément Le Bihan, null Cyril Le Bris, null Georges Le Falher, null Lucie Le Fevre, null Quentin Le Hingrat, null Marion Le Maréchal, null Soizic Le Mestre, null Gwenaël Le Moal, null Vincent Le Moing, null Hervé Le Nagard, null Paul Le Turnier, null Ema Leal, null Marta Leal Santos, null Heng Gee Lee, null Biing Horng Lee, null Yi Lin Lee, null Todd C. Lee, null James Lee, null Jennifer Lee, null Su Hwan Lee, null Gary Leeming, null Laurent Lefebvre, null Bénédicte Lefebvre, null Benjamin Lefèvre, null Sylvie LeGac, null Jean‐Daniel Lelievre, null François Lellouche, null Adrien Lemaignen, null Véronique Lemee, null Anthony Lemeur, null Gretchen Lemmink, null Ha Sha Lene, null Jenny Lennon, null Rafael León, null Marc Leone, null Michela Leone, null Quentin Lepiller, null François‐Xavier Lescure, null Olivier Lesens, null Mathieu Lesouhaitier, null Amy Lester‐Grant, null Yves Levy, null Bruno Levy, null Claire Levy‐Marchal, null Katarzyna Lewandowska, null Erwan L'Her, null Gianluigi Li Bassi, null Janet Liang, null Ali Liaquat, null Geoffrey Liegeon, null Kah Chuan Lim, null Wei Shen Lim, null Chantre Lima, null Lim Lina, null Bruno Lina, null Andreas Lind, null Maja Katherine Lingad, null Guillaume Lingas, null Sylvie Lion‐Daolio, null Samantha Lissauer, null Keibun Liu, null Marine Livrozet, null Patricia Lizotte, null Antonio Loforte, null Navy Lolong, null Leong Chee Loon, null Diogo Lopes, null Dalia Lopez‐Colon, null Jose W. Lopez‐Revilla, null Anthony L. Loschner, null Paul Loubet, null Bouchra Loufti, null Guillame Louis, null Silvia Lourenco, null Lara Lovelace‐Macon, null Lee Lee Low, null Marije Lowik, null Jia Shyi Loy, null Jean Christophe Lucet, null Carlos Lumbreras Bermejo, null Carlos M. Luna, null Olguta Lungu, null Liem Luong, null Nestor Luque, null Dominique Luton, null Nilar Lwin, null Ruth Lyons, null Olavi Maasikas, null Oryane Mabiala, null Moïse Machado, null Gabriel Macheda, null Hashmi Madiha, null Guillermo Maestro de la Calle, null Rafael Mahieu, null Sophie Mahy, null Ana Raquel Maia, null Lars S. Maier, null Mylène Maillet, null Thomas Maitre, null Maximilian Malfertheiner, null Nadia Malik, null Paddy Mallon, null Fernando Maltez, null Denis Malvy, null Victoria Manda, null Laurent Mandelbrot, null Frank Manetta, null Julie Mankikian, null Edmund Manning, null Aldric Manuel, null Ceila Maria Sant'Ana Malaque, null Flávio Marino, null Daniel Marino, null Samuel Markowicz, null Charbel Maroun Eid, null Ana Marques, null Catherine Marquis, null Brian Marsh, null Laura Marsh, null Megan Marshal, null John Marshall, null Celina Turchi Martelli, null Dori‐Ann Martin, null Emily Martin, null Guillaume Martin‐Blondel, null Ignacio Martin‐Loeches, null Martin Martinot, null Alejandro Martin‐Quiros, null João Martins, null Ana Martins, null Nuno Martins, null Caroline Martins Rego, null Gennaro Martucci, null Olga Martynenko, null Eva Miranda Marwali, null Marsilla Marzukie, null David Maslove, null Sabina Mason, null Sobia Masood, null Basri Mat Nor, null Moshe Matan, null Meghena Mathew, null Daniel Mathieu, null Mathieu Mattei, null Romans Matulevics, null Laurence Maulin, null Michael Maxwell, null Javier Maynar, null Thierry Mazzoni, null Natalie Mc Evoy, null Lisa Mc Sweeney, null Colin McArthur, null Anne McCarthy, null Aine McCarthy, null Colin McCloskey, null Rachael McConnochie, null Sherry McDermott, null Sarah E. McDonald, null Aine McElroy, null Samuel McElwee, null Victoria McEneany, null Allison McGeer, null Chris McKay, null Johnny McKeown, null Kenneth A. McLean, null Paul McNally, null Bairbre McNicholas, null Elaine McPartlan, null Edel Meaney, null Cécile Mear‐Passard, null Maggie Mechlin, null Maqsood Meher, null Omar Mehkri, null Ferruccio Mele, null Luis Melo, null Kashif Memon, null Joao Joao Mendes, null Ogechukwu Menkiti, null Kusum Menon, null France Mentré, null Alexander J. Mentzer, null Noémie Mercier, null Emmanuelle Mercier, null Antoine Merckx, null Mayka Mergeay‐Fabre, null Blake Mergler, null António Mesquita, null Roberta Meta, null Osama Metwally, null Agnès Meybeck, null Dan Meyer, null Alison M. Meynert, null Vanina Meysonnier, null Amina Meziane, null Mehdi Mezidi, null Céline Michelanglei, null Isabelle Michelet, null Efstathia Mihelis, null Vladislav Mihnovit, null Hugo Miranda‐Maldonado, null Nor Arisah Misnan, null Tahira Jamal Mohamed, null Nik Nur Eliza Mohamed, null Asma Moin, null David Molina, null Elena Molinos, null Brenda Molloy, null Mary Mone, null Agostinho Monteiro, null Claudia Montes, null Giorgia Montrucchio, null Shona C. Moore, null Sarah Moore, null Lina Morales Cely, null Lucia Moro, null Ben Morton, null Catherine Motherway, null Ana Motos, null Hugo Mouquet, null Clara Mouton Perrot, null Julien Moyet, null Caroline Mudara, null Aisha Kalsoom Mufti, null Ng Yong Muh, null Dzawani Muhamad, null Jimmy Mullaert, null Fredrik Müller, null Karl Erik Müller, null Daniel Munblit, null Syed Muneeb, null Nadeem Munir, null Laveena Munshi, null Aisling Murphy, null Lorna Murphy, null Marlène Murris, null Himed Musaab, null Himasha Muvindi, null Gugapriyaa Muyandy, null Dimitra Melia Myrodia, null Farah Nadia Mohd‐Hanafiah, null Dave Nagpal, null Alex Nagrebetsky, null Mangala Narasimhan, null Nageswaran Narayanan, null Rashid Nasim Khan, null Alasdair Nazerali‐Maitland, null Nadège Neant, null Holger Neb, null Nikita Nekliudov, null Erni Nelwan, null Raul Neto, null Emily Neumann, null Pauline Yeung Ng, null Wing Yiu Ng, null Anthony Nghi, null Duc Nguyen, null Orna Ni Choileain, null Niamh Ni Leathlobhair, null Alistair Nichol, null Prompak Nitayavardhana, null Stephanie Nonas, null Nurul Amani Mohd Noordin, null Marion Noret, null Nurul Faten Izzati Norharizam, null Lisa Norman, null Alessandra Notari, null Mahdad Noursadeghi, null Karolina Nowicka, null Adam Nowinski, null Saad Nseir, null Jose I. Nunez, null Nurnaningsih Nurnaningsih, null Dwi Utomo Nusantara, null Elsa Nyamankolly, null Anders Benteson Nygaard, null Fionnuala O. Brien, null Annmarie O. Callaghan, null Annmarie O'Callaghan, null Giovanna Occhipinti, null Derbrenn OConnor, null Max O'Donnell, null Tawnya Ogston, null Takayuki Ogura, null Tak‐Hyuk Oh, null Sophie O'Halloran, null Katie O'Hearn, null Shinichiro Ohshimo, null Agnieszka Oldakowska, null João Oliveira, null Larissa Oliveira, null Piero L. Olliaro, null Jee Yan Ong, null David S. Y. Ong, null Wilna Oosthuyzen, null Anne Opavsky, null Peter Openshaw, null Saijad Orakzai, null Claudia Milena Orozco‐Chamorro, null Jamel Ortoleva, null Javier Osatnik, null Linda O'Shea, null Miriam O'Sullivan, null Siti Zubaidah Othman, null Nadia Ouamara, null Rachida Ouissa, null Eric Oziol, null Maïder Pagadoy, null Justine Pages, null Mario Palacios, null Amanda Palacios, null Massimo Palmarini, null Giovanna Panarello, null Prasan Kumar Panda, null Hem Paneru, null Lai Hui Pang, null Mauro Panigada, null Nathalie Pansu, null Aurélie Papadopoulos, null Rachael Parke, null Melissa Parker, null Briseida Parra, null Taha Pasha, null Jérémie Pasquier, null Bruno Pastene, null Fabian Patauner, null Drashti Patel, null Mohan Dass Pathmanathan, null Luís Patrão, null Patricia Patricio, null Juliette Patrier, null Lisa Patterson, null Rajyabardhan Pattnaik, null Mical Paul, null Christelle Paul, null Jorge Paulos, null William A. Paxton, null Jean‐François Payen, null Kalaiarasu Peariasamy, null Miguel Pedrera Jiménez, null Giles J. Peek, null Florent Peelman, null Nathan Peiffer‐Smadja, null Vincent Peigne, null Mare Pejkovska, null Paolo Pelosi, null Ithan D. Peltan, null Rui Pereira, null Daniel Perez, null Luis Periel, null Thomas Perpoint, null Antonio Pesenti, null Vincent Pestre, null Lenka Petrou, null Michele Petrovic, null Ventzislava Petrov‐Sanchez, null Frank Olav Pettersen, null Gilles Peytavin, null Scott Pharand, null Walter Picard, null Olivier Picone, null Maria de Piero, null Carola Pierobon, null Djura Piersma, null Carlos Pimentel, null Raquel Pinto, null Catarina Pires, null Isabelle Pironneau, null Lionel Piroth, null Ayodhia Pitaloka, null Riinu Pius, null Laurent Plantier, null Hon Shen Png, null Julien Poissy, null Ryadh Pokeerbux, null Maria Pokorska‐Spiewak, null Sergio Poli, null Georgios Pollakis, null Diane Ponscarme, null Jolanta Popielska, null Diego Bastos Porto, null Andra‐Maris Post, null Douwe F. Postma, null Pedro Povoa, null Diana Póvoas, null Jeff Powis, null Sofia Prapa, null Sébastien Preau, null Christian Prebensen, null Jean‐Charles Preiser, null Anton Prinssen, null Gamage Dona Dilanthi Priyadarshani, null Lucia Proença, null Sravya Pudota, null Oriane Puéchal, null Bambang Pujo Semedi, null Mathew Pulicken, null Gregory Purcell, null Luisa Quesada, null Vilmaris Quinones‐Cardona, null Víctor Quirós González, null Else Quist‐Paulsen, null Mohammed Quraishi, null Maia Rabaa, null Christian Rabaud, null Ebenezer Rabindrarajan, null Aldo Rafael, null Marie Rafiq, null Mutia Rahardjani, null Rozanah Abd Rahman, null Ahmad Kashfi Haji Ab Rahman, null Arsalan Rahutullah, null Fernando Rainieri, null Giri Shan Rajahram, null Pratheema Ramachandran, null Nagarajan Ramakrishnan, null Ahmad Afiq Ramli, null Blandine Rammaert, null Grazielle Viana Ramos, null Asim Rana, null Rajavardhan Rangappa, null Ritika Ranjan, null Christophe Rapp, null Aasiyah Rashan, null Thalha Rashan, null Ghulam Rasheed, null Menaldi Rasmin, null Indrek Rätsep, null Cornelius Rau, null Tharmini Ravi, null Ali Raza, null Andre Real, null Stanislas Rebaudet, null Sarah Redl, null Brenda Reeve, null Attaur Rehman, null Liadain Reid, null Dag Henrik Reikvam, null Renato Reis, null Jordi Rello, null Jonathan Remppis, null Martine Remy, null Hongru Ren, null Hanna Renk, null Anne‐Sophie Resseguier, null Matthieu Revest, null Oleksa Rewa, null Luis Felipe Reyes, null Tiago Reyes, null Maria Ines Ribeiro, null Antonia Ricchiuto, null David Richardson, null Denise Richardson, null Laurent Richier, null Siti Nurul Atikah Ahmad Ridzuan, null Jordi Riera, null Ana L. Rios, null Asgar Rishu, null Patrick Rispal, null Karine Risso, null Maria Angelica Rivera Nuñez, null Nicholas Rizer, null Chiara Robba, null André Roberto, null Stephanie Roberts, null David L. Robertson, null Olivier Robineau, null Ferran Roche‐Campo, null Paola Rodari, null Simão Rodeia, null Julia Rodriguez Abreu, null Bernhard Roessler, null Pierre‐Marie Roger, null Claire Roger, null Emmanuel Roilides, null Juliette Romaru, null Roberto Roncon‐Albuquerque, null Mélanie Roriz, null Manuel Rosa‐Calatrava, null Michael Rose, null Dorothea Rosenberger, null Nurul Hidayah Mohammad Roslan, null Andrea Rossanese, null Matteo Rossetti, null Bénédicte Rossignol, null Patrick Rossignol, null Stella Rousset, null Carine Roy, null Benoît Roze, null Desy Rusmawatiningtyas, null Clark D. Russell, null Maria Ryan, null Maeve Ryan, null Steffi Ryckaert, null Aleksander Rygh Holten, null Isabela Saba, null Sairah Sadaf, null Musharaf Sadat, null Valla Sahraei, null Maximilien Saint‐Gilles, null Pranya Sakiyalak, null Nawal Salahuddin, null Leonardo Salazar, null Jodat Saleem, null Gabriele Sales, null Stéphane Sallaberry, null Charlotte Salmon Gandonniere, null Hélène Salvator, null Olivier Sanchez, null Angel Sanchez‐Miralles, null Vanessa Sancho‐Shimizu, null Gyan Sandhu, null Zulfiqar Sandhu, null Pierre‐François Sandrine, null Oana Sandulescu, null Marlene Santos, null Shirley Sarfo‐Mensah, null Bruno Sarmento Banheiro, null Iam Claire E. Sarmiento, null Benjamine Sarton, null Ankana Satya, null Sree Satyapriya, null Rumaisah Satyawati, null Egle Saviciute, null Parthena Savvidou, null Yen Tsen Saw, null Justin Schaffer, null Tjard Schermer, null Arnaud Scherpereel, null Marion Schneider, null Stephan Schroll, null Michael Schwameis, null Gary Schwartz, null Janet T. Scott, null James Scott‐Brown, null Nicholas Sedillot, null Tamara Seitz, null Jaganathan Selvanayagam, null Mageswari Selvarajoo, null Caroline Semaille, null Malcolm G. Semple, null Rasidah Bt Senian, null Eric Senneville, null Filipa Sequeira, null Tânia Sequeira, null Ary Serpa Neto, null Pablo Serrano Balazote, null Ellen Shadowitz, null Syamin Asyraf Shahidan, null Mohammad Shamsah, null Anuraj Shankar, null Shaikh Sharjeel, null Pratima Sharma, null Catherine A. Shaw, null Victoria Shaw, null Ashraf Sheharyar, null Rohan Shetty, null Rajesh Mohan Shetty, null Haixia Shi, null Mohiuddin Shiekh, null Nobuaki Shime, null Keiki Shimizu, null Sally Shrapnel, null Pramesh Sundar Shrestha, null Shubha Kalyan Shrestha, null Hoi Ping Shum, null Nassima Si Mohammed, null Ng Yong Siang, null Jeanne Sibiude, null Atif Siddiqui, null Piret Sillaots, null Catarina Silva, null Rogério Silva, null Maria Joao Silva, null Benedict Sim Lim Heng, null Wai Ching Sin, null Dario Sinatti, null Punam Singh, null Budha Charan Singh, null Pompini Agustina Sitompul, null Karisha Sivam, null Vegard Skogen, null Sue Smith, null Benjamin Smood, null Coilin Smyth, null Michelle Smyth, null Morgane Snacken, null Dominic So, null Tze Vee Soh, null Lene Bergendal Solberg, null Joshua Solomon, null Tom Solomon, null Emily Somers, null Agnès Sommet, null Rima Song, null Myung Jin Song, null Tae Song, null Jack Song Chia, null Michael Sonntagbauer, null Azlan Mat Soom, null Arne Søraas, null Camilla Lund Søraas, null Alberto Sotto, null Edouard Soum, null Marta Sousa, null Ana Chora Sousa, null Maria Sousa Uva, null Vicente Souza‐Dantas, null Alexandra Sperry, null Elisabetta Spinuzza, null B. P. Sanka Ruwan Sri Darshana, null Shiranee Sriskandan, null Sarah Stabler, null Thomas Staudinger, null Stephanie‐Susanne Stecher, null Trude Steinsvik, null Ymkje Stienstra, null Birgitte Stiksrud, null Eva Stolz, null Amy Stone, null Adrian Streinu‐Cercel, null Anca Streinu‐Cercel, null David Stuart, null Ami Stuart, null Decy Subekti, null Gabriel Suen, null Jacky Y. Suen, null Asfia Sultana, null Charlotte Summers, null Dubravka Supic, null Deepashankari Suppiah, null Magdalena Surovcová, null Suwarti Suwarti, null Andrey Svistunov, null Sarah Syahrin, null Konstantinos Syrigos, null Jaques Sztajnbok, null Konstanty Szuldrzynski, null Shirin Tabrizi, null Fabio S. Taccone, null Lysa Tagherset, null Shahdattul Mawarni Taib, null Ewa Talarek, null Sara Taleb, null Jelmer Talsma, null Renaud Tamisier, null Maria Lawrensia Tampubolon, null Kim Keat Tan, null Yan Chyi Tan, null Taku Tanaka, null Hiroyuki Tanaka, null Hayato Taniguchi, null Huda Taqdees, null Arshad Taqi, null Coralie Tardivon, null Pierre Tattevin, null M. Azhari Taufik, null Hassan Tawfik, null Richard S. Tedder, null Tze Yuan Tee, null João Teixeira, null Sofia Tejada, null Marie‐Capucine Tellier, null Sze Kye Teoh, null Vanessa Teotonio, null François Téoulé, null Pleun Terpstra, null Olivier Terrier, null Nicolas Terzi, null Hubert Tessier‐Grenier, null Adrian Tey, null Alif Adlan Mohd Thabit, null Anand Thakur, null Zhang Duan Tham, null Suvintheran Thangavelu, null Vincent Thibault, null Simon‐Djamel Thiberville, null Benoît Thill, null Jananee Thirumanickam, null Shaun Thompson, null Emma C. Thomson, null Surain Raaj Thanga Thurai, null Ryan S. Thwaites, null Paul Tierney, null Vadim Tieroshyn, null Peter S. Timashev, null Jean‐François Timsit, null Bharath Kumar Tirupakuzhi Vijayaraghavan, null Noémie Tissot, null Jordan Zhien Yang Toh, null Maria Toki, null Kristian Tonby, null Sia Loong Tonnii, null Margarida Torres, null Antoni Torres, null Rosario Maria Torres Santos‐Olmo, null Hernando Torres‐Zevallos, null Michael Towers, null Tony Trapani, null Théo Treoux, null Cécile Tromeur, null Ioannis Trontzas, null Tiffany Trouillon, null Jeanne Truong, null Christelle Tual, null Sarah Tubiana, null Helen Tuite, null Jean‐Marie Turmel, null Lance C. W. Turtle, null Anders Tveita, null Pawel Twardowski, null Makoto Uchiyama, null P. G. Ishara Udayanga, null Andrew Udy, null Roman Ullrich, null Alberto Uribe, null Asad Usman, null Timothy M. Uyeki, null Cristinava Vajdovics, null Piero Valentini, null Luís Val‐Flores, null Amélie Valran, null Stijn Van de Velde, null Marcel van den Berge, null Machteld Van der Feltz, null Job van der Palen, null Paul van der Valk, null Nicky Van Der Vekens, null Peter Van der Voort, null Sylvie Van Der Werf, null Laura van Gulik, null Jarne Van Hattem, null Carolien van Netten, null Ilonka van Veen, null Noémie Vanel, null Henk Vanoverschelde, null Pooja Varghese, null Michael Varrone, null Shoban Raj Vasudayan, null Charline Vauchy, null Shaminee Veeran, null Aurélie Veislinger, null Sebastian Vencken, null Sara Ventura, null Annelies Verbon, null James Vickers, null José Ernesto Vidal, null César Vieira, null Deepak Vijayan, null Joy Ann Villanueva, null Judit Villar, null Pierre‐Marc Villeneuve, null Andrea Villoldo, null Gayatri Vishwanathan, null Benoit Visseaux, null Hannah Visser, null Chiara Vitiello, null Harald Vonkeman, null Fanny Vuotto, null Noor Hidayu Wahab, null Suhaila Abdul Wahab, null Nadirah Abdul Wahid, null Marina Wainstein, null Wan Fadzlina Wan Muhd Shukeri, null Chih‐Hsien Wang, null Steve Webb, null Jia Wei, null Katharina Weil, null Tan Pei Wen, null Sanne Wesselius, null T. Eoin West, null Murray Wham, null Bryan Whelan, null Nicole White, null Paul Henri Wicky, null Aurélie Wiedemann, null Surya Otto Wijaya, null Keith Wille, null Suzette Willems, null Virginie Williams, null Evert‐Jan Wils, null Xin Ci Wong, null Calvin Wong, null Yew Sing Wong, null Teck Fung Wong, null Natalie Wright, null Gan Ee Xian, null Lim Saio Xian, null Kuan Pei Xuan, null Ioannis Xynogalas, null Siti Rohani Binti Mohd Yakop, null Masaki Yamazaki, null Yazdan Yazdanpanah, null Nicholas Yee Liang Hing, null Cécile Yelnik, null Chian Hui Yeoh, null Stephanie Yerkovich, null Toshiki Yokoyama, null Hodane Yonis, null Obada Yousif, null Saptadi Yuliarto, null Akram Zaaqoq, null Marion Zabbe, null Kai Zacharowski, null Masliza Zahid, null Maram Zahran, null Nor Zaila Binti Zaidan, null Maria Zambon, null Alberto Zanella, null Konrad Zawadka, null Nurul Zaynah, null Hiba Zayyad, null Alexander Zoufaly, null David Zucman, and null ISARIC Clinical Characterisation Group
Published: 2022

14. Clinical management of Plasmodium knowlesi malaria

Author: Daniel J. Cooper, Matthew J. Grigg, Bridget E. Barber, Nicholas M. Anstey, Timothy William, Giri Shan Rajahram, and Donelly A. van Schalkwyk
Subjects: Artesunate, Article, Southeast asia, chemistry.chemical_compound, Antimalarials, Chloroquine, parasitic diseases, medicine, Humans, Plasmodium knowlesi, Artemisinin, Malaria, Falciparum, biology, business.industry, Renal damage, fungi, Acute kidney injury, medicine.disease, biology.organism_classification, Malaria, chemistry, Immunology, business, medicine.drug
Abstract: The zoonotic parasite Plasmodium knowlesi has emerged as an important cause of human malaria in parts of Southeast Asia. The parasite is indistinguishable by microscopy from the more benign P. malariae, but can result in high parasitaemias with multiorgan failure, and deaths have been reported. Recognition of severe knowlesi malaria, and prompt initiation of effective therapy is therefore essential to prevent adverse outcomes. Here we review all studies reporting treatment of uncomplicated and severe knowlesi malaria. We report that although chloroquine is effective for the treatment of uncomplicated knowlesi malaria, artemisinin combination treatment is associated with faster parasite clearance times and lower rates of anaemia during follow-up, and should be considered the treatment of choice, particularly given the risk of administering chloroquine to drug-resistant P. vivax or P. falciparum misdiagnosed as P. knowlesi malaria in co-endemic areas. For severe knowlesi malaria, intravenous artesunate has been shown to be highly effective and associated with reduced case-fatality rates, and should be commenced without delay. Regular paracetamol may also be considered for patients with severe knowlesi malaria or for those with acute kidney injury, to attenuate the renal damage resulting from haemolysis-induced lipid peroxidation.
Published: 2021

15. Postmortem evidence of disseminated Zika virus infection in an adult patient

Author: Ravindran Thayan, Giri Shan Rajahram, Gillian Hale, Kum Thong Wong, Julu Bhatnagar, Tsin W. Yeo, Timothy William, Jessie Hiu, Paul A. Tambyah, and Lee Kong Chian School of Medicine (LKCMedicine)
Subjects: Microbiology (medical), Infectious Diseases, biology, business.industry, Viruses, Medicine, Science::Medicine [DRNTU], General Medicine, biology.organism_classification, business, Virology, ZIKV Infections, Zika virus
Abstract: Fatal complications associated with the Zika virus (ZIKV) have rarely been reported in adults, and detailed postmortem reports are limited (Musso and Gubler, 2016). ZIKV infection is typically a mild uncomplicated febrile illness associated with arthralgia, rash, and conjunctivitis (Duffy et al., 2009). In adults, fatal and non-fatal neurological complications have been reported, including encephalitis and Guillain–Barré syndrome (Soares et al., 2016, Oehler et al., 2014). Non-neurological fatalities have also been reported sporadically in patients from Latin America, who have presented with an acute febrile illness and multi-organ failure (Sarmiento-Ospina et al., 2016, Zonneveld et al., 2016). This report describes the clinical features and postmortem findings of a 61-year-old Malaysian male with co-morbidities, who had a fatal outcome subsequent to an acute febrile and rash illness, with pre- and postmortem evidence of ZIKV infection. Published version
Published: 2019

16. Plasmodium knowlesi Malaria in Sabah, Malaysia, 2015–2017: Ongoing Increase in Incidence Despite Near-elimination of the Human-only Plasmodium Species

Author: Giri Shan Rajahram, Jenarun Jelip, Matthew J. Grigg, Danshy A Alaza, Bridget E. Barber, Eva Malacova, Tsin W. Yeo, Joseph Benedict, Nicholas M. Anstey, Timothy William, Daniel J. Cooper, and Rashidah Mohammad
Subjects: Adult, Male, 0301 basic medicine, Microbiology (medical), medicine.medical_specialty, 030231 tropical medicine, Plasmodium vivax, Plasmodium, Young Adult, 03 medical and health sciences, 0302 clinical medicine, Interquartile range, Internal medicine, parasitic diseases, Epidemiology, Humans, Medicine, Plasmodium knowlesi, Prospective Studies, biology, business.industry, Incidence, Incidence (epidemiology), Malaysia, Plasmodium falciparum, Middle Aged, biology.organism_classification, medicine.disease, Malaria, 030104 developmental biology, Infectious Diseases, Female, business
Abstract: Background Malaysia aims to eliminate malaria by 2020. However, while cases of Plasmodium falciparum and Plasmodium vivax have decreased substantially, the incidence of zoonotic malaria from Plasmodium knowlesi continues to increase, presenting a major challenge to regional malaria control efforts. Here we report incidence of all Plasmodium species in Sabah, including zoonotic P. knowlesi, during 2015–2017. Methods Microscopy-based malaria notification data and polymerase chain reaction (PCR) results were obtained from the Sabah Department of Health and State Public Health Laboratory, respectively, from January 2015 to December 2017. From January 2016 this was complemented by a statewide prospective hospital surveillance study. Databases were matched, and species was determined by PCR, or microscopy if PCR was not available. Results A total of 3867 malaria cases were recorded between 2015 and 2017, with PCR performed in 93%. Using PCR results, and microscopy if PCR was unavailable, P. knowlesi accounted for 817 (80%), 677 (88%), and 2030 (98%) malaria cases in 2015, 2016, and 2017, respectively. P. falciparum accounted for 110 (11%), 45 (6%), and 23 (1%) cases and P. vivax accounted for 61 (6%), 17 (2%), and 8 (0.4%) cases, respectively. Of those with P. knowlesi, the median age was 35 (interquartile range: 24–47) years, and 85% were male. Conclusions Malaysia is approaching elimination of the human-only Plasmodium species. However, the ongoing increase in P. knowlesi incidence presents a major challenge to malaria control and warrants increased focus on knowlesi-specific prevention activities. Wider molecular surveillance in surrounding countries is required.
Published: 2019

17. The value of open-source clinical science in pandemic response

Author: Ali Abbas, Sheryl Ann Abdukahil, Nurul Najmee Abdulkadir, Ryuzo Abe, Laurent Abel, Lara Absil, Subhash Acharya, Andrew Acker, Shingo Adachi, Elisabeth Adam, Diana Adrião, Saleh Al Ageel, Shakeel Ahmed, Quratul Ain, Kate Ainscough, Tharwat Aisa, Ali Ait Hssain, Younes Ait Tamlihat, Takako Akimoto, Ernita Akmal, Eman Al Qasim, Razi Alalqam, Tanvir Alam, Tala Al-dabbous, Senthilkumar Alegesan, Cynthia Alegre, Marta Alessi, Beatrice Alex, Kévin Alexandre, Abdulrahman Al-Fares, Huda Alfoudri, Imran Ali, Naseem Ali Shah, Kazali Enagnon Alidjnou, Jeffrey Aliudin, Qabas Alkhafajee, Clotilde Allavena, Nathalie Allou, Aneela Altaf, João Alves, João Melo Alves, Rita Alves, Maria Amaral, Nur Amira, Heidi Ammerlaan, Phoebe Ampaw, Roberto Andini, Claire Andrejak, Andrea Angheben, François Angoulvant, Séverine Ansart, Sivanesen Anthonidass, Massimo Antonelli, Carlos Alexandre Antunes de Brito, Kazi Rubayet Anwar, Ardiyan Apriyana, Yaseen Arabi, Irene Aragao, Rajeshwari Arali, Francisco Arancibia, Carolline Araujo, Antonio Arcadipane, Patrick Archambault, Lukas Arenz, Jean-Benoît Arlet, Christel Arnold-Day, Ana Aroca, Lovkesh Arora, Rakesh Arora, Elise Artaud-Macari, Diptesh Aryal, Motohiro Asaki, Angel Asensio, Elizabeth Ashley, Muhammad Ashraf, Sheharyar Ashraf, Mohammad Asim, Jean Baptiste Assie, Amirul Asyraf, Anika Atique, AM Udara Lakshan Attanyake, Johann Auchabie, Hugues Aumaitre, Adrien Auvet, Laurène Azemar, Cecile Azoulay, Benjamin Bach, Delphine Bachelet, Claudine Badr, Nadia Baig, J. Kenneth Baillie, J Kevin Baird, Erica Bak, Agamemnon Bakakos, Nazreen Abu Bakar, Andriy Bal, Mohanaprasanth Balakrishnan, Valeria Balan, Firouzé Bani-Sadr, Renata Barbalho, Nicholas Yuri Barbosa, Wendy S. Barclay, Saef Umar Barnett, Michaela Barnikel, Helena Barrasa, Audrey Barrelet, Cleide Barrigoto, Marie Bartoli, Cheryl Bartone, Joaquín Baruch, Mustehan Bashir, Romain Basmaci, Muhammad Fadhli Hassin Basri, Diego Bastos, Denise Battaglini, Jules Bauer, Diego Fernando Bautista Rincon, Denisse Bazan Dow, Alexandra Bedossa, Ker Hong Bee, Sylvie Behilill, Albertus Beishuizen, Aleksandr Beljantsev, David Bellemare, Anna Beltrame, Beatriz Amorim Beltrão, Marine Beluze, Nicolas Benech, Lionel Eric Benjiman, Dehbia Benkerrou, Suzanne Bennett, Luís Bento, Jan-Erik Berdal, Delphine Bergeaud, Hazel Bergin, José Luis Bernal Sobrino, Giulia Bertoli, Lorenzo Bertolino, Simon Bessis, Adam Betz, Sybille Bevilcaqua, Karine Bezulier, Amar Bhatt, Krishna Bhavsar, Isabella Bianchi, Claudia Bianco, Farah Nadiah Bidin, Moirangthem Bikram Singh, Felwa Bin Humaid, Mohd Nazlin Bin Kamarudin, François Bissuel, Patrick Biston, Laurent Bitker, Pablo Blanco-Schweizer, Catherine Blier, Frank Bloos, Mathieu Blot, Lucille Blumberg, Filomena Boccia, Laetitia Bodenes, Alice Bogaarts, Debby Bogaert, Anne-Hélène Boivin, Pierre-Adrien Bolze, François Bompart, Aurelius Bonfasius, Diogo Borges, Raphaël Borie, Hans Martin Bosse, Elisabeth Botelho-Nevers, Lila Bouadma, Olivier Bouchaud, Sabelline Bouchez, Dounia Bouhmani, Damien Bouhour, Kévin Bouiller, Laurence Bouillet, Camile Bouisse, Anne-Sophie Boureau, John Bourke, Maude Bouscambert, Aurore Bousquet, Jason Bouziotis, Bianca Boxma, Marielle Boyer-Besseyre, Maria Boylan, Fernando Augusto Bozza, Matthew Brack, Axelle Braconnier, Cynthia Braga, Timo Brandenburger, Filipa Brás Monteiro, Luca Brazzi, Dorothy Breen, Patrick Breen, Stephen Brett, Kathy Brickell, Tessa Broadley, Alex Browne, Shaunagh Browne, Nicolas Brozzi, Marjolein Brusse-Keizer, Nina Buchtele, Christian Buesaquillo, Polina Bugaeva, Marielle Buisson, Erlina Burhan, Aidan Burrell, Ingrid G. Bustos, Denis Butnaru, André Cabie, Susana Cabral, Eder Caceres, Cyril Cadoz, Mia Callahan, Kate Calligy, Jose Andres Calvache, João Cam, Valentine Campana, Paul Campbell, Josie Campisi, Cecilia Canepa, Mireia Cantero, Pauline Caraux-Paz, Sheila Cárcel, Chiara Simona Cardellino, Filipa Cardoso, Filipe Cardoso, Nelson Cardoso, Sofia Cardoso, Simone Carelli, Nicolas Carlier, Thierry Carmoi, Gayle Carney, Chloe Carpenter, Inês Carqueja, Marie-Christine Carret, François Martin Carrier, Ida Carroll, Gail Carson, Ed Carton, Maire-Laure Casanova, Mariana Cascão, Siobhan Casey, José Casimiro, Bailey Cassandra, Silvia Castañeda, Nidyanara Castanheira, Guylaine Castor-Alexandre, Henry Castrillón, Ivo Castro, Ana Catarino, François-Xavier Catherine, Paolo Cattaneo, Roberta Cavalin, Giulio Giovanni Cavalli, Alexandros Cavayas, Adrian Ceccato, Minerva Cervantes-Gonzalez, Anissa Chair, Catherine Chakveatze, Adrienne Chan, Meera Chand, Christelle Chantalat Auger, Jean-Marc Chapplain, Julie Chas, Mobin Chaudary, Jonathan Samuel Chávez Iñiguez, Anjellica Chen, Yih-Sharng Chen, Matthew Pellan Cheng, Antoine Cheret, Thibault Chiarabini, Julian Chica, Suresh Kumar Chidambaram, Leong Chin-Tho, Catherine Chirouze, Davide Chiumello, Hwa Jin Cho, Sung-Min Cho, Bernard Cholley, Marie-Charlotte Chopin, Ting Soo Chow, Yock Ping Chow, Hiu Jian Chua, Jonathan Chua, Jose Pedro Cidade, José Miguel Cisneros Herreros, Barbara Wanjiru Citarella, Anna Ciullo, Emma Clarke, Jennifer Clarke, Rolando Claure Del Granado, Sara Clohisey, J. Perren Cobb, Necsoi Coca, Cassidy Codan, Caitriona Cody, Alexandra Coelho, Megan Coles, Gwenhaël Colin, Michael Collins, Sebastiano Maria Colombo, Pamela Combs, Jennifer Connolly, Marie Connor, Anne Conrad, Sofía Contreras, Elaine Conway, Graham S. Cooke, Mary Copland, Hugues Cordel, Amanda Corley, Sarah Cormican, Sabine Cornelis, Alexander Daniel Cornet, Arianne Joy Corpuz, Andrea Cortegiani, Grégory Corvaisier, Emma Costigan, Camille Couffignal, Sandrine Couffin-Cadiergues, Roxane Courtois, Stéphanie Cousse, Rachel Cregan, Charles Crepy D'Orleans, Sabine Croonen, Gloria Crowl, Jonathan Crump, Claudina Cruz, Juan Luis Cruz Berm, Jaime Cruz Rojo, Marc Csete, Alberto Cucino, Ailbhe Cullen, Caroline Cullen, Matthew Cummings, Gerard Curley, Elodie Curlier, Colleen Curran, Paula Custodio, Ana da Silva Filipe, Charlene Da Silveira, Al-Awwab Dabaliz, Andrew Dagens, Darren Dahly, Heidi Dalton, Jo Dalton, Seamus Daly, Federico D'Amico, Nick Daneman, Corinne Daniel, Emmanuelle A Dankwa, Jorge Dantas, Frédérick D’Aragon, Mark de Boer, Gillian de Loughry, Diego de Mendoza, Etienne De Montmollin, Rafael Freitas de Oliveira França, Ana Isabel de Pinho Oliveira, Rosanna De Rosa, Thushan de Silva, Peter de Vries, Jillian Deacon, David Dean, Alexa Debard, Bianca DeBenedictis, Marie-Pierre Debray, Nathalie DeCastro, William Dechert, Lauren Deconninck, Romain Decours, Eve Defous, Isabelle Delacroix, Eric Delaveuve, Karen Delavigne, Nathalie M. Delfos, Ionna Deligiannis, Andrea Dell'Amore, Christelle Delmas, Pierre Delobel, Corine Delsing, Elisa Demonchy, Emmanuelle Denis, Dominique Deplanque, Pieter Depuydt, Mehul Desai, Diane Descamps, Mathilde Desvallée, Santi Dewayanti, Alpha Diallo, Sylvain Diamantis, André Dias, Priscila Diaz, Rodrigo Diaz, Juan Jose Diaz Diaz, Kévin Didier, Jean-Luc Diehl, Wim Dieperink, Jérôme Dimet, Vincent Dinot, Fara Diop, Alphonsine Diouf, Yael Dishon, Devika Dixit, Félix Djossou, Annemarie B. Docherty, Helen Doherty, Arjen M Dondorp, Andy Dong, Christl A. Donnelly, Maria Donnelly, Chloe Donohue, Sean Donohue, Yoann Donohue, Ciara Doran, Peter Doran, Céline Dorival, Eric D'Ortenzio, James Joshua Douglas, Renee Douma, Nathalie Dournon, Triona Downer, Joanne Downey, Mark Downing, Tom Drake, Aoife Driscoll, Murray Dryden, Claudio Duarte Fonseca, Vincent Dubee, François Dubos, Alexandre Ducancelle, Toni Duculan, Susanne Dudman, Abhijit Duggal, Paul Dunand, Jake Dunning, Mathilde Duplaix, Emanuele Durante-Mangoni, Lucian Durham III, Bertrand Dussol, Juliette Duthoit, Xavier Duval, Anne Margarita Dyrhol-Riise, Sim Choon Ean, Marco Echeverria-Villalobos, Siobhan Egan, Carla Eira, Mohammed El Sanharawi, Subbarao Elapavaluru, Brigitte Elharrar, Jacobien Ellerbroek, Philippine Eloy, Tarek Elshazly, Iqbal Elyazar, Isabelle Enderle, Tomoyuki Endo, Chan Chee Eng, Ilka Engelmann, Vincent Enouf, Olivier Epaulard, Martina Escher, Mariano Esperatti, Hélène Esperou, Marina Esposito-Farese, João Estevão, Manuel Etienne, Nadia Ettalhaoui, Anna Greti Everding, Mirjam Evers, Isabelle Fabre, Marc Fabre, Amna Faheem, Arabella Fahy, Cameron J. Fairfield, Zul Fakar, Pedro Faria, Ahmed Farooq, Jeremy J. Farrar, Nataly Farshait, Hanan Fateena, Arie Zainul Fatoni, Karine Faure, Raphaël Favory, Mohamed Fayed, Niamh Feely, Laura Feeney, Jorge Fernandes, Marília Fernandes, Susana Fernandes, François-Xavier Ferrand, Eglantine Ferrand Devouge, Joana Ferrão, Mário Ferraz, Benigno Ferreira, Sílvia Ferreira, Ricard Ferrer-Roca, Nicolas Ferriere, Céline Ficko, Claudia Figueiredo-Mello, Juan Fiorda, Thomas Flament, Clara Flateau, Tom Fletcher, Letizia Lucia Florio, Brigid Flynn, Deirdre Flynn, Claire Foley, Jean Foley, Victor Fomin, Tatiana Fonseca, Patricia Fontela, Simon Forsyth, Denise Foster, Giuseppe Foti, Erwan Fourn, Robert A. Fowler, Dr Marianne Fraher, Diego Franch-Llasat, Christophe Fraser, John F. Fraser, Marcela Vieira Freire, Ana Freitas Ribeiro, Caren Friedrich, Ricardo Fritz, Stéphanie Fry, Nora Fuentes, Masahiro Fukuda, Valérie Gaborieau, Rostane Gaci, Massimo Gagliardi, Jean-Charles Gagnard, Nathalie Gagné, Amandine Gagneux-Brunon, Sérgio Gaião, Linda Gail Skeie, Phil Gallagher, Elena Gallego Curto, Carrol Gamble, Yasmin Gani, Arthur Garan, Rebekha Garcia, Noelia García Barrio, Julia Garcia-Diaz, Esteban Garcia-Gallo, Navya Garimella, Denis Garot, Valérie Garrait, Basanta Gauli, Nathalie Gault, Aisling Gavin, Anatoliy Gavrylov, Alexandre Gaymard, Johannes Gebauer, Eva Geraud, Louis Gerbaud Morlaes, Nuno Germano, praveen kumar ghisulal, Jade Ghosn, Marco Giani, Carlo Giaquinto, Jess Gibson, Tristan Gigante, Morgane Gilg, Elaine Gilroy, Guillermo Giordano, Michelle Girvan, Valérie Gissot, Judy Gitahi, Gezy Giwangkancana, Daniel Glikman, Petr Glybochko, Eric Gnall, Geraldine Goco, François Goehringer, Siri Goepel, Jean-Christophe Goffard, Jin Yi Goh, Jonathan Golob, Rui Gomes, Kyle Gomez, Joan Gómez-Junyent, Marie Gominet, Alicia Gonzalez, Patricia Gordon, Anthony Gordon, Isabelle Gorenne, Laure Goubert, Cécile Goujard, Tiphaine Goulenok, Margarite Grable, Jeronimo Graf, Edward Wilson Grandin, Pascal Granier, Giacomo Grasselli, Lorenzo Grazioli, Christopher A. Green, Courtney Greene, William Greenhalf, Segolène Greffe, Domenico Luca Grieco, Matthew Griffee, Fiona Griffiths, Ioana Grigoras, Albert Groenendijk, Anja Grosse Lordemann, Heidi Gruner, Yusing Gu, Fabio Guarracino, Jérémie Guedj, Martin Guego, Dewi Guellec, Anne-Marie Guerguerian, Daniela Guerreiro, Romain Guery, Anne Guillaumot, Laurent Guilleminault, Maisa Guimarães de Castro, Thomas Guimard, Marieke Haalboom, Daniel Haber, Hannah Habraken, Ali Hachemi, Nadir Hadri, Olena Haidash, Saeeda Haider, Fakhir Haidri, Sheeba Hakak, Adam Hall, Matthew Hall, Sophie Halpin, Ansley Hamer, Raph Hamers, Rebecca Hamidfar, Terese Hammond, Lim Yuen Han, Rashan Haniffa, Kok Wei Hao, Hayley Hardwick, Ewen M. Harrison, Janet Harrison, Samuel Bernard Ekow Harrison, Alan Hartman, Junaid Hashmi, Madiha Hashmi, Muhammad Hayat, Ailbhe Hayes, Leanne Hays, Jan Heerman, Lars Heggelund, Ross Hendry, Martina Hennessy, Aquiles Henriquez, Maxime Hentzien, Fivzia Herekar, Jaime Hernandez-Montfort, Daniel Herr, Andrew Hershey, Liv Hesstvedt, Astarini Hidayah, Dawn Higgins, Eibhilin Higgins, Grainne HigginsOKeeffe, Rita Hinchion, Samuel Hinton, Hiroaki Hiraiwa, Hikombo Hitoto, Antonia Ho, Yi Bin Ho, Alexandre Hoctin, Isabelle Hoffmann, Wei Han Hoh, Oscar Hoiting, Rebecca Holt, Jan Cato Holter, Peter Horby, Juan Pablo Horcajada, Koji Hoshino, Kota Hoshino, Ikram Houas, Catherine L. Hough, Stuart Houltham, Jimmy Ming-Yang Hsu, Jean-Sébastien Hulot, Iqbal Hussain, Samreen Ijaz, Hajnal-Gabriela Illes, Patrick Imbert, Mohammad Imran, Rana Imran Sikander, Hugo Inácio, Carmen Infante Dominguez, Yun Sii Ing, Elias Iosifidis, Mariachiara Ippolito, Sarah Isgett, Palliya Guruge Pramodya Ishani Ishani, Tiago Isidoro, Nadiah Ismail, Margaux Isnard, Junji Itai, Asami Ito, Daniel Ivulich, Danielle Jaafar, Salma Jaafoura, Julien Jabot, Clare Jackson, Nina Jamieson, Pierre Jaquet, Waasila Jassat, Coline Jaud-Fischer, Stéphane Jaureguiberry, Jeffrey Javidfar, Issrah Jawad, Denise Jaworsky, Devachandran Jayakumar, Florence Jego, Anilawati Mat Jelani, Synne Jenum, Ruth Jimbo-Sotomayor, van der Palen Job, Ong Yiaw Joe, Ruth N. Jorge García, Cédric Joseph, Mark Joseph, Swosti Joshi, Mercé Jourdain, Philippe Jouvet, Jennifer June, Anna Jung, Hanna Jung, Dafsah Juzar, Ouifiya Kafif, Florentia Kaguelidou, Neerusha Kaisbain, Thavamany Kaleesvran, Sabina Kali, Alina Kalicinska, Smaragdi Kalomoiri, Saima Kamal, Muhammad Aisar Ayadi Kamaluddin, Zul Amali Che Kamaruddin, Nadiah Kamarudin, Darshana Hewa Kandamby, Chris Kandel, Kong Yeow Kang, Ravi Kant, Darakhshan Kanwal, Dyah Kanyawati, Bipin Karki, Pratap Karpayah, Todd Karsies, Christiana Kartsonaki, Daisuke Kasugai, Anant Kataria, Kevin Katz, Aasmine Kaur, Simreen Kaur Johal, Tatsuya Kawasaki, Christy Kay, Hannah Keane, Seán Keating, Paul Kellam, Andrea Kelly, Aoife Kelly, Claire Kelly, Niamh Kelly, Sadie Kelly, Yvelynne Kelly, Maeve Kelsey, Ryan Kennedy, Kalynn Kennon, Maeve Kernan, Younes Kerroumi, Sharma Keshav, Evelyne Kestelyn, Imrana Khalid, Osama Khalid, Antoine Khalil, Coralie Khan, Irfan Khan, Sushil Khanal, Michelle E Kho, Denisa Khoo, Ryan Khoo, Saye Khoo, Nasir Khoso, Khor How Kiat, Yuri Kida, Peter Kiiza, Anders Benjamin Kildal, Jae Burm Kim, Antoine Kimmoun, Detlef Kindgen-Milles, Alexander King, Nobuya Kitamura, Paul Klenerman, Rob Klont, Gry Kloumann Bekken, Stephen Knight, Robin Kobbe, Chamira Kodippily, Malte Kohns Vasconcelos, Sabin Koirala, Mamoru Komatsu, Volkan Korten, Caroline Kosgei, Arsène Kpangon, Karolina Krawczyk, Sudhir Krishnan, Vinothini Krishnan, Oksana Kruglova, Ashok Kumar, Deepali Kumar, Ganesh Kumar, Mukesh Kumar, Pavan Kumar Vecham, Dinesh Kuriakose, Ethan Kurtzman, Neurinda Permata Kusumastuti, Demetrios Kutsogiannis, Galyna Kutsyna, Konstantinos Kyriakoulis, Marie Lachatre, Marie Lacoste, John G. Laffey, Marie Lagrange, Fabrice Laine, Olivier Lairez, Sanjay Lakhey, Antonio Lalueza, Marc Lambert, François Lamontagne, Marie Langelot-Richard, Vincent Langlois, Eka Yudha Lantang, Marina Lanza, Cédric Laouénan, Samira Laribi, Delphine Lariviere, Stéphane Lasry, Naveed Latif, Odile Launay, Didier Laureillard, Yoan Lavie-Badie, Andy Law, Cassie Lawrence, Teresa Lawrence, Minh Le, Clément Le Bihan, Cyril Le Bris, Georges Le Falher, Lucie Le Fevre, Quentin Le Hingrat, Marion Le Maréchal, Soizic Le Mestre, Gwenaël Le Moal, Vincent Le Moing, Hervé Le Nagard, Paul Le Turnier, Ema Leal, Marta Leal Santos, Biing Horng Lee, Heng Gee Lee, James Lee, Su Hwan Lee, Todd C. Lee, Yi Lin Lee, Gary Leeming, Bénédicte Lefebvre, Laurent Lefebvre, Benjamin Lefevre, Sylvie LeGac, Jean-Daniel Lelievre, François Lellouche, Adrien Lemaignen, Véronique Lemee, Anthony Lemeur, Gretchen Lemmink, Ha Sha Lene, Jenny Lennon, Rafael León, Marc Leone, Michela Leone, Quentin Lepiller, François-Xavier Lescure, Olivier Lesens, Mathieu Lesouhaitier, Amy Lester-Grant, Bruno Levy, Yves Levy, Claire Levy-Marchal, Katarzyna Lewandowska, Erwan L'Her, Gianluigi Li Bassi, Janet Liang, Ali Liaquat, Geoffrey Liegeon, Kah Chuan Lim, Wei Shen Lim, Chantre Lima, Bruno Lina, Lim Lina, Andreas Lind, Guillaume Lingas, Sylvie Lion-Daolio, Samantha Lissauer, Keibun Liu, Marine Livrozet, Patricia Lizotte, Antonio Loforte, Navy Lolong, Leong Chee Loon, Diogo Lopes, Dalia Lopez-Colon, Anthony L. Loschner, Paul Loubet, Bouchra Loufti, Guillame Louis, Silvia Lourenco, Lara Lovelace-Macon, Lee Lee Low, Marije Lowik, Jia Shyi Loy, Jean Christophe Lucet, Carlos Lumbreras Bermejo, Carlos M. Luna, Olguta Lungu, Liem Luong, Nestor Luque, Dominique Luton, Nilar Lwin, Ruth Lyons, Olavi Maasikas, Oryane Mabiala, Samual MacDonald, Sarah MacDonald, Moïse Machado, Gabriel Macheda, Juan Macias Sanchez, Jai Madhok, Guillermo Maestro de la Calle, Rafael Mahieu, Sophie Mahy, Ana Raquel Maia, Lars S. Maier, Mylène Maillet, Thomas Maitre, Maximilian Malfertheiner, Nadia Malik, Paddy Mallon, Fernando Maltez, Denis Malvy, Victoria Manda, Jose M. Mandei, Laurent Mandelbrot, Frank Manetta, Kishore Mangal, Julie Mankikian, Edmund Manning, Aldric Manuel, Ceila Maria Sant`Ana Malaque, Daniel Marino, Flávio Marino, Samuel Markowicz, Charbel Maroun Eid, Ana Marques, Catherine Marquis, Brian Marsh, Laura Marsh, Megan Marshal, John Marshall, Celina Turchi Martelli, Dori-Ann Martin, Emily Martin, Guillaume Martin-Blondel, Alessandra Martinelli, Ignacio Martin-Loeches, Martin Martinot, Alejandro Martin-Quiros, Ana Martins, João Martins, Nuno Martins, Caroline Martins Rego, Gennaro Martucci, Olga Martynenko, Eva Miranda Marwali, Marsilla Marzukie, Juan Fernado Masa Jimenez, David Maslove, Phillip Mason, Sabina Mason, Sobia Masood, Basri Mat Nor, Moshe Matan, Henrique Mateus Fernandes, Meghena Mathew, Daniel Mathieu, Mathieu Mattei, Romans Matulevics, Laurence Maulin, Michael Maxwell, Javier Maynar, Thierry Mazzoni, Lisa Mc Sweeney, Lorraine McAndrew, Colin McArthur, Aine McCarthy, Anne McCarthy, Colin McCloskey, Rachael McConnochie, Sherry McDermott, Sarah E. McDonald, Aine McElroy, Samuel McElwee, Victoria McEneany, Natalie McEvoy, Allison McGeer, Chris McKay, Johnny McKeown, Kenneth A. McLean, Paul McNally, Bairbre McNicholas, Elaine McPartlan, Edel Meaney, Cécile Mear-Passard, Maggie Mechlin, Maqsood Meher, Omar Mehkri, Ferruccio Mele, Luis Melo, Kashif Memon, Joao Joao Mendes, Ogechukwu Menkiti, Kusum Menon, France Mentré, Alexander J. Mentzer, Emmanuelle Mercier, Noémie Mercier, Antoine Merckx, Mayka Mergeay-Fabre, Blake Mergler, Laura Merson, António Mesquita, Osama Metwally, Agnès Meybeck, Dan Meyer, Alison M. Meynert, Vanina Meysonnier, Amina Meziane, Mehdi Mezidi, Giuliano Michelagnoli, Céline Michelanglei, Isabelle Michelet, Efstathia Mihelis, Vladislav Mihnovit, Hugo Miranda-Maldonado, Nor Arisah Misnan, Nik Nur Eliza Mohamed, Tahira Jamal Mohamed, Asma Moin, David Molina, Elena Molinos, Brenda Molloy, Mary Mone, Agostinho Monteiro, Claudia Montes, Giorgia Montrucchio, Sarah Moore, Shona C. Moore, Lina Morales Cely, Lucia Moro, Diego Rolando Morocho Tutillo, Ben Morton, Catherine Motherway, Ana Motos, Hugo Mouquet, Clara Mouton Perrot, Julien Moyet, Caroline Mudara, Aisha Kalsoom Mufti, Ng Yong Muh, Dzawani Muhamad, Jimmy Mullaert, Fredrik Muller, Karl Erik Müller, Daniel Munblit, Syed Muneeb, Nadeem Munir, Laveena Munshi, Aisling Murphy, Lorna Murphy, Marlène Murris, Srinivas Murthy, Himed Musaab, Gugapriyaa Muyandy, Dimitra Melia Myrodia, Namra N, Dave Nagpal, Alex Nagrebetsky, Mangala Narasimhan, Nageswaran Narayanan, Rashid Nasim Khan, Alasdair Nazerali-Maitland, Nadège Neant, Holger Neb, Nikita A Nekliudov, Erni Nelwan, Raul Neto, Emily Neumann, Bernardo Neves, Pauline Yeung Ng, Anthony Nghi, Duc Nguyen, Orna Ni Choileain, Niamh Ni Leathlobhair, Alistair Nichol, Prompak Nitayavardhana, Stephanie Nonas, Nurul Amani Mohd Noordin, Marion Noret, Nurul Faten Izzati Norharizam, Lisa Norman, Alessandra Notari, Mahdad Noursadeghi, Karolina Nowicka, Adam Nowinski, Saad Nseir, Jose I Nunez, Nurnaningsih Nurnaningsih, Elsa Nyamankolly, Fionnuala O Brien, Annmarie O'Callaghan, Giovanna Occhipinti, Derbrenn OConnor, Max O'Donnell, Tawnya Ogston, Takayuki Ogura, Tak-Hyuk Oh, Sophie O'Halloran, Katie O'Hearn, Shinichiro Ohshimo, Agnieszka Oldakowska, João Oliveira, Larissa Oliveira, Piero L. Olliaro, Conar O'Neil, David S.Y. Ong, Jee Yan Ong, Wilna Oosthuyzen, Anne Opavsky, Peter Openshaw, Saijad Orakzai, Claudia Milena Orozco-Chamorro, Andrés Orquera, Jamel Ortoleva, Javier Osatnik, Linda O'Shea, Miriam O'Sullivan, Siti Zubaidah Othman, Nadia Ouamara, Rachida Ouissa, Clark Owyang, Eric Oziol, H M Upulee Pabasara, Maïder Pagadoy, Justine Pages, Amanda Palacios, Mario Palacios, Massimo Palmarini, Giovanna Panarello, Prasan Kumar Panda, Hem Paneru, Lai Hui Pang, Mauro Panigada, Nathalie Pansu, Aurélie Papadopoulos, Rachael Parke, Melissa Parker, Briseida Parra, Vieri Parrini, Taha Pasha, Jérémie Pasquier, Bruno Pastene, Fabian Patauner, Junaid Patel, Mohan Dass Pathmanathan, Luís Patrão, Patricia Patricio, Juliette Patrier, Lisa Patterson, Rajyabardhan Pattnaik, Christelle Paul, Mical Paul, Jorge Paulos, William A. Paxton, Jean-François Payen, Kalaiarasu Peariasamy, Miguel Pedrera Jiménez, Giles J. 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Thwaites, Paul Tierney, Vadim Tieroshyn, Peter S Timashev, Jean-François Timsit, Bharath Kumar Tirupakuzhi Vijayaraghavan, Noémie Tissot, Jordan Zhien Yang Toh, Maria Toki, Timo Tolppa, Kristian Tonby, Sia Loong Tonnii, Antoni Torres, Margarida Torres, Rosario Maria Torres Santos-Olmo, Hernando Torres-Zevallos, Michael Towers, Tony Trapani, Damien Traynor, Théo Treoux, Huynh Trung Trieu, Swagata Tripathy, Cécile Tromeur, Ioannis Trontzas, Tiffany Trouillon, Jeanne Truong, Christelle Tual, Sarah Tubiana, Helen Tuite, Jean-Marie Turmel, Lance C.W. Turtle, Anders Tveita, Pawel Twardowski, Makoto Uchiyama, PG Ishara Udayanga, Andrew Udy, Roman Ullrich, Zubair Umer, Alberto Uribe, Asad Usman, Cristinava Vajdovics, Luís Val-Flores, Ana Luiza Valle, Amélie Valran, Stijn Van de Velde, Marcel van den Berge, Machteld van der Feltz, Paul van der Valk, Nicky Van Der Vekens, Peter Van der Voort, Sylvie Van Der Werf, Marlice van Dyk, Laura van Gulik, Jarne Van Hattem, Steven van Lelyveld, Carolien van Netten, Gitte Van Twillert, Ilonka van Veen, Noémie Vanel, Henk Vanoverschelde, Pooja Varghese, Michael Varrone, Shoban Raj Vasudayan, Charline Vauchy, Helen Vaughan, Shaminee Veeran, Aurélie Veislinger, Sebastian Vencken, Sara Ventura, Annelies Verbon, José Ernesto Vidal, César Vieira, Deepak Vijayan, Joy Ann Villanueva, Judit Villar, Pierre-Marc Villeneuve, Andrea Villoldo, Nguyen Van Vinh Chau, Benoit Visseaux, Hannah Visser, Chiara Vitiello, Harald Vonkeman, Fanny Vuotto, Noor Hidayu Wahab, Suhaila Abdul Wahab, Nadirah Abdul Wahid, Marina Wainstein, Wan Fadzlina Wan Muhd Shukeri, Chih-Hsien Wang, Steven Anthony Webb, Jia Wei, Katharina Weil, Tan Pei Wen, Sanne Wesselius, T. Eoin West, Murray Wham, Bryan Whelan, Nicole White, Paul Henri Wicky, Aurélie Wiedemann, Surya Otto Wijaya, Keith Wille, Suzette Willems, Virginie Williams, Evert-Jan Wils, Ng Wing Yiu, Calvin Wong, Teck Fung Wong, Xin Ci Wong, Yew Sing Wong, Gan Ee Xian, Lim Saio Xian, Kuan Pei Xuan, Ioannis Xynogalas, Sophie Yacoub, Siti Rohani Binti Mohd Yakop, Masaki Yamazaki, Yazdan Yazdanpanah, Nicholas Yee Liang Hing, Cécile Yelnik, Chian Hui Yeoh, Stephanie Yerkovich, Toshiki Yokoyama, Hodane Yonis, Obada Yousif, Saptadi Yuliarto, Akram Zaaqoq, Marion Zabbe, Kai Zacharowski, Masliza Zahid, Maram Zahran, Nor Zaila Binti Zaidan, Maria Zambon, Miguel Zambrano, Alberto Zanella, Konrad Zawadka, Nurul Zaynah, Hiba Zayyad, Alexander Zoufaly, David Zucman, ESTACA'Lab ( ESTACA'Lab ), École Supérieure des Techniques Aéronautiques et de Construction Automobile (ESTACA), Laboratoire d’Ingénierie Circulation Transport et Éco-gestion des systèmes énergétiques pour les transports (LICIT-Eco7), École Nationale des Travaux Publics de l'État (ENTPE)-Université Gustave Eiffel, St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller University [New York], Imagine - Institut des maladies génétiques (IHU) (Imagine - U1163), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris Cité (UPCité), Department of Mathematics and Statistics, Wichita State University, Indo-French Center for Groundwater Research (IFCGR), Bureau de Recherches Géologiques et Minières (BRGM) (BRGM)-National Geophysical Research Institute [Hyderabad] (NGRI), National Geophysical Research Institute [Hyderabad] (NGRI), Department of Zoology [Rawalpindi, Pakistan], Pir Mehr Ali Shah Arid Agriculture University = PMAS-Arid Agriculture University Rawalpindi (AAUR), CHU Gabriel Montpied [Clermont-Ferrand], CHU Clermont-Ferrand, Génétique Moléculaire des Virus à ARN - Molecular Genetics of RNA Viruses (GMV-ARN (UMR_3569 / U-Pasteur_2)), Institut Pasteur [Paris] (IP)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS), Centre National de Référence des virus des infections respiratoires (dont la grippe) - National Reference Center Virus Influenzae [Paris] (CNR - laboratoire coordonnateur), Institut Pasteur [Paris] (IP)-Université Paris Cité (UPCité), Abbas A., Abdukahil S.A., Abdulkadir N.N., Abe R., Abel L., Absil L., Acharya S., Acker A., Adachi S., Adam E., Adriao D., Ageel S.A., Ahmed S., Ain Q., Ainscough K., Aisa T., Ait Hssain A., Ait Tamlihat Y., Akimoto T., Akmal E., Al Qasim E., Alalqam R., Alam T., Al-dabbous T., Alegesan S., Alegre C., Alessi M., Alex B., Alexandre K., Al-Fares A., Alfoudri H., Ali I., Ali Shah N., Alidjnou K.E., Aliudin J., Alkhafajee Q., Allavena C., Allou N., Altaf A., Alves J., Alves J.M., Alves R., Amaral M., Amira N., Ammerlaan H., Ampaw P., Andini R., Andrejak C., Angheben A., Angoulvant F., Ansart S., Anthonidass S., Antonelli M., Antunes de Brito C.A., Anwar K.R., Apriyana A., Arabi Y., Aragao I., Arali R., Arancibia F., Araujo C., Arcadipane A., Archambault P., Arenz L., Arlet J.-B., Arnold-Day C., Aroca A., Arora L., Arora R., Artaud-Macari E., Aryal D., Asaki M., Asensio A., Ashley E., Ashraf M., Ashraf S., Asim M., Assie J.B., Asyraf A., Atique A., Attanyake A.U.L., Auchabie J., Aumaitre H., Auvet A., Azemar L., Azoulay C., Bach B., Bachelet D., Badr C., Baig N., Baillie J.K., Baird J.K., Bak E., Bakakos A., Bakar N.A., Bal A., Balakrishnan M., Balan V., Bani-Sadr F., Barbalho R., Barbosa N.Y., Barclay W.S., Barnett S.U., Barnikel M., Barrasa H., Barrelet A., Barrigoto C., Bartoli M., Bartone C., Baruch J., Bashir M., Basmaci R., Basri M.F.H., Bastos D., Battaglini D., Bauer J., Bautista Rincon D.F., Bazan Dow D., Bedossa A., Bee K.H., Behilill S., Beishuizen A., Beljantsev A., Bellemare D., Beltrame A., Beltrao B.A., Beluze M., Benech N., Benjiman L.E., Benkerrou D., Bennett S., Bento L., Berdal J.-E., Bergeaud D., Bergin H., Bernal Sobrino J.L., Bertoli G., Bertolino L., Bessis S., Betz A., Bevilcaqua S., Bezulier K., Bhatt A., Bhavsar K., Bianchi I., Bianco C., Bidin F.N., Bikram Singh M., Bin Humaid F., Bin Kamarudin M.N., Bissuel F., Biston P., Bitker L., Blanco-Schweizer P., Blier C., Bloos F., Blot M., Blumberg L., Boccia F., Bodenes L., Bogaarts A., Bogaert D., Boivin A.-H., Bolze P.-A., Bompart F., Bonfasius A., Borges D., Borie R., Bosse H.M., Botelho-Nevers E., Bouadma L., Bouchaud O., Bouchez S., Bouhmani D., Bouhour D., Bouiller K., Bouillet L., Bouisse C., Boureau A.-S., Bourke J., Bouscambert M., Bousquet A., Bouziotis J., Boxma B., Boyer-Besseyre M., Boylan M., Bozza F.A., Brack M., Braconnier A., Braga C., Brandenburger T., Bras Monteiro F., Brazzi L., Breen D., Breen P., Brett S., Brickell K., Broadley T., Browne A., Browne S., Brozzi N., Brusse-Keizer M., Buchtele N., Buesaquillo C., Bugaeva P., Buisson M., Burhan E., Burrell A., Bustos I.G., Butnaru D., Cabie A., Cabral S., Caceres E., Cadoz C., Callahan M., Calligy K., Calvache J.A., Cam J., Campana V., Campbell P., Campisi J., Canepa C., Cantero M., Caraux-Paz P., Carcel S., Cardellino C.S., Cardoso F., Cardoso N., Cardoso S., Carelli S., Carlier N., Carmoi T., Carney G., Carpenter C., Carqueja I., Carret M.-C., Carrier F.M., Carroll I., Carson G., Carton E., Casanova M.-L., Cascao M., Casey S., Casimiro J., Cassandra B., Castaneda S., Castanheira N., Castor-Alexandre G., Castrillon H., Castro I., Catarino A., Catherine F.-X., Cattaneo P., Cavalin R., Cavalli G.G., Cavayas A., Ceccato A., Cervantes-Gonzalez M., Chair A., Chakveatze C., Chan A., Chand M., Chantalat Auger C., Chapplain J.-M., Chas J., Chaudary M., Chavez Iniguez J.S., Chen A., Chen Y.-S., Cheng M.P., Cheret A., Chiarabini T., Chica J., Chidambaram S.K., Chin-Tho L., Chirouze C., Chiumello D., Cho H.J., Cho S.-M., Cholley B., Chopin M.-C., Chow T.S., Chow Y.P., Chua H.J., Chua J., Cidade J.P., Cisneros Herreros J.M., Citarella B.W., Ciullo A., Clarke E., Clarke J., Claure Del Granado R., Clohisey S., Cobb J.P., Coca N., Codan C., Cody C., Coelho A., Coles M., Colin G., Collins M., Colombo S.M., Combs P., Connolly J., Connor M., Conrad A., Contreras S., Conway E., Cooke G.S., Copland M., Cordel H., Corley A., Cormican S., Cornelis S., Cornet A.D., Corpuz A.J., Cortegiani A., Corvaisier G., Costigan E., Couffignal C., Couffin-Cadiergues S., Courtois R., Cousse S., Cregan R., Crepy D'Orleans C., Croonen S., Crowl G., Crump J., Cruz C., Cruz Berm J.L., Cruz Rojo J., Csete M., Cucino A., Cullen A., Cullen C., Cummings M., Curley G., Curlier E., Curran C., Custodio P., da Silva Filipe A., Da Silveira C., Dabaliz A.-A., Dagens A., Dahly D., Dalton H., Dalton J., Daly S., D'Amico F., Daneman N., Daniel C., Dankwa E.A., Dantas J., D'Aragon F., de Boer M., de Loughry G., de Mendoza D., De Montmollin E., de Oliveira Franca R.F., de Pinho Oliveira A.I., De Rosa R., de Silva T., de Vries P., Deacon J., Dean D., Debard A., DeBenedictis B., Debray M.-P., DeCastro N., Dechert W., Deconninck L., Decours R., Defous E., Delacroix I., Delaveuve E., Delavigne K., Delfos N.M., Deligiannis I., Dell'Amore A., Delmas C., Delobel P., Delsing C., Demonchy E., Denis E., Deplanque D., Depuydt P., Desai M., Descamps D., Desvallee M., Dewayanti S., Diallo A., Diamantis S., Dias A., Diaz P., Diaz R., Diaz Diaz J.J., Didier K., Diehl J.-L., Dieperink W., Dimet J., Dinot V., Diop F., Diouf A., Dishon Y., Dixit D., Djossou F., Docherty A.B., Doherty H., Dondorp A.M., Dong A., Donnelly C.A., Donnelly M., Donohue C., Donohue S., Donohue Y., Doran C., Doran P., Dorival C., D'Ortenzio E., Douglas J.J., Douma R., Dournon N., Downer T., Downey J., Downing M., Drake T., Driscoll A., Dryden M., Duarte Fonseca C., Dubee V., Dubos F., Ducancelle A., Duculan T., Dudman S., Duggal A., Dunand P., Dunning J., Duplaix M., Durante-Mangoni E., Durham III L., Dussol B., Duthoit J., Duval X., Dyrhol-Riise A.M., Ean S.C., Echeverria-Villalobos M., Egan S., Eira C., El Sanharawi M., Elapavaluru S., Elharrar B., Ellerbroek J., Eloy P., Elshazly T., Elyazar I., Enderle I., Endo T., Eng C.C., Engelmann I., Enouf V., Epaulard O., Escher M., Esperatti M., Esperou H., Esposito-Farese M., Estevao J., Etienne M., Ettalhaoui N., Everding A.G., Evers M., Fabre I., Fabre M., Faheem A., Fahy A., Fairfield C.J., Fakar Z., Faria P., Farooq A., Farrar J.J., Farshait N., Fateena H., Fatoni A.Z., Faure K., Favory R., Fayed M., Feely N., Feeney L., Fernandes J., Fernandes M., Fernandes S., Ferrand F.-X., Ferrand Devouge E., Ferrao J., Ferraz M., Ferreira B., Ferreira S., Ferrer-Roca R., Ferriere N., Ficko C., Figueiredo-Mello C., Fiorda J., Flament T., Flateau C., Fletcher T., Florio L.L., Flynn B., Flynn D., Foley C., Foley J., Fomin V., Fonseca T., Fontela P., Forsyth S., Foster D., Foti G., Fourn E., Fowler R.A., Fraher D.M., Franch-Llasat D., Fraser C., Fraser J.F., Freire M.V., Freitas Ribeiro A., Friedrich C., Fritz R., Fry S., Fuentes N., Fukuda M., Gaborieau V., Gaci R., Gagliardi M., Gagnard J.-C., Gagne N., Gagneux-Brunon A., Gaiao S., Gail Skeie L., Gallagher P., Gallego Curto E., Gamble C., Gani Y., Garan A., Garcia R., Garcia Barrio N., Garcia-Diaz J., Garcia-Gallo E., Garimella N., Garot D., Garrait V., Gauli B., Gault N., Gavin A., Gavrylov A., Gaymard A., Gebauer J., Geraud E., Gerbaud Morlaes L., Germano N., ghisulal P.K., Ghosn J., Giani M., Giaquinto C., Gibson J., Gigante T., Gilg M., Gilroy E., Giordano G., Girvan M., Gissot V., Gitahi J., Giwangkancana G., Glikman D., Glybochko P., Gnall E., Goco G., Goehringer F., Goepel S., Goffard J.-C., Goh J.Y., Golob J., Gomes R., Gomez K., Gomez-Junyent J., Gominet M., Gonzalez A., Gordon P., Gordon A., Gorenne I., Goubert L., Goujard C., Goulenok T., Grable M., Graf J., Grandin E.W., Granier P., Grasselli G., Grazioli L., Green C.A., Greene C., Greenhalf W., Greffe S., Grieco D.L., Griffee M., Griffiths F., Grigoras I., Groenendijk A., Grosse Lordemann A., Gruner H., Gu Y., Guarracino F., Guedj J., Guego M., Guellec D., Guerguerian A.-M., Guerreiro D., Guery R., Guillaumot A., Guilleminault L., Guimaraes de Castro M., Guimard T., Haalboom M., Haber D., Habraken H., Hachemi A., Hadri N., Haidash O., Haider S., Haidri F., Hakak S., Hall A., Hall M., Halpin S., Hamer A., Hamers R., Hamidfar R., Hammond T., Han L.Y., Haniffa R., Hao K.W., Hardwick H., Harrison E.M., Harrison J., Harrison S.B.E., Hartman A., Hashmi J., Hashmi M., Hayat M., Hayes A., Hays L., Heerman J., Heggelund L., Hendry R., Hennessy M., Henriquez A., Hentzien M., Herekar F., Hernandez-Montfort J., Herr D., Hershey A., Hesstvedt L., Hidayah A., Higgins D., Higgins E., HigginsOKeeffe G., Hinchion R., Hinton S., Hiraiwa H., Hitoto H., Ho A., Ho Y.B., Hoctin A., Hoffmann I., Hoh W.H., Hoiting O., Holt R., Holter J.C., Horby P., Horcajada J.P., Hoshino K., Houas I., Hough C.L., Houltham S., Hsu J.M.-Y., Hulot J.-S., Hussain I., Ijaz S., Illes H.-G., Imbert P., Imran M., Imran Sikander R., Inacio H., Infante Dominguez C., Ing Y.S., Iosifidis E., Ippolito M., Isgett S., Ishani P.G.P.I., Isidoro T., Ismail N., Isnard M., Itai J., Ito A., Ivulich D., Jaafar D., Jaafoura S., Jabot J., Jackson C., Jamieson N., Jaquet P., Jassat W., Jaud-Fischer C., Jaureguiberry S., Javidfar J., Jawad I., Jaworsky D., Jayakumar D., Jego F., Jelani A.M., Jenum S., Jimbo-Sotomayor R., Job V.D.P., Joe O.Y., Jorge Garcia R.N., Joseph C., Joseph M., Joshi S., Jourdain M., Jouvet P., June J., Jung A., Jung H., Juzar D., Kafif O., Kaguelidou F., Kaisbain N., Kaleesvran T., Kali S., Kalicinska A., Kalomoiri S., Kamal S., Kamaluddin M.A.A., Kamaruddin Z.A.C., Kamarudin N., Kandamby D.H., Kandel C., Kang K.Y., Kant R., Kanwal D., Kanyawati D., Karki B., Karpayah P., Karsies T., Kartsonaki C., Kasugai D., Kataria A., Katz K., Kaur A., Kaur Johal S., Kawasaki T., Kay C., Keane H., Keating S., Kellam P., Kelly A., Kelly C., Kelly N., Kelly S., Kelly Y., Kelsey M., Kennedy R., Kennon K., Kernan M., Kerroumi Y., Keshav S., Kestelyn E., Khalid I., Khalid O., Khalil A., Khan C., Khan I., Khanal S., Kho M.E., Khoo D., Khoo R., Khoo S., Khoso N., Kiat K.H., Kida Y., Kiiza P., Kildal A.B., Kim J.B., Kimmoun A., Kindgen-Milles D., King A., Kitamura N., Klenerman P., Klont R., Kloumann Bekken G., Knight S., Kobbe R., Kodippily C., Kohns Vasconcelos M., Koirala S., Komatsu M., Korten V., Kosgei C., Kpangon A., Krawczyk K., Krishnan S., Krishnan V., Kruglova O., Kumar A., Kumar D., Kumar G., Kumar M., Kumar Vecham P., Kuriakose D., Kurtzman E., Kusumastuti N.P., Kutsogiannis D., Kutsyna G., Kyriakoulis K., Lachatre M., Lacoste M., Laffey J.G., Lagrange M., Laine F., Lairez O., Lakhey S., Lalueza A., Lambert M., Lamontagne F., Langelot-Richard M., Langlois V., Lantang E.Y., Lanza M., Laouenan C., Laribi S., Lariviere D., Lasry S., Latif N., Launay O., Laureillard D., Lavie-Badie Y., Law A., Lawrence C., Lawrence T., Le M., Le Bihan C., Le Bris C., Le Falher G., Le Fevre L., Le Hingrat Q., Le Marechal M., Le Mestre S., Le Moal G., Le Moing V., Le Nagard H., Le Turnier P., Leal E., Leal Santos M., Lee B.H., Lee H.G., Lee J., Lee S.H., Lee T.C., Lee Y.L., Leeming G., Lefebvre B., Lefebvre L., Lefevre B., LeGac S., Lelievre J.-D., Lellouche F., Lemaignen A., Lemee V., Lemeur A., Lemmink G., Lene H.S., Lennon J., Leon R., Leone M., Lepiller Q., Lescure F.-X., Lesens O., Lesouhaitier M., Lester-Grant A., Levy B., Levy Y., Levy-Marchal C., Lewandowska K., L'Her E., Li Bassi G., Liang J., Liaquat A., Liegeon G., Lim K.C., Lim W.S., Lima C., Lina B., Lina L., Lind A., Lingas G., Lion-Daolio S., Lissauer S., Liu K., Livrozet M., Lizotte P., Loforte A., Lolong N., Loon L.C., Lopes D., Lopez-Colon D., Loschner A.L., Loubet P., Loufti B., Louis G., Lourenco S., Lovelace-Macon L., Low L.L., Lowik M., Loy J.S., Lucet J.C., Lumbreras Bermejo C., Luna C.M., Lungu O., Luong L., Luque N., Luton D., Lwin N., Lyons R., Maasikas O., Mabiala O., MacDonald S., Machado M., Macheda G., Macias Sanchez J., Madhok J., Maestro de la Calle G., Mahieu R., Mahy S., Maia A.R., Maier L.S., Maillet M., Maitre T., Malfertheiner M., Malik N., Mallon P., Maltez F., Malvy D., Manda V., Mandei J.M., Mandelbrot L., Manetta F., Mangal K., Mankikian J., Manning E., Manuel A., Maria Sant`Ana Malaque C., Marino D., Marino F., Markowicz S., Maroun Eid C., Marques A., Marquis C., Marsh B., Marsh L., Marshal M., Marshall J., Martelli C.T., Martin D.-A., Martin E., Martin-Blondel G., Martinelli A., Martin-Loeches I., Martinot M., Martin-Quiros A., Martins A., Martins J., Martins N., Martins Rego C., Martucci G., Martynenko O., Marwali E.M., Marzukie M., Masa Jimenez J.F., Maslove D., Mason P., Mason S., Masood S., Mat Nor B., Matan M., Mateus Fernandes H., Mathew M., Mathieu D., Mattei M., Matulevics R., Maulin L., Maxwell M., Maynar J., Mazzoni T., Mc Sweeney L., McAndrew L., McArthur C., McCarthy A., McCloskey C., McConnochie R., McDermott S., McDonald S.E., McElroy A., McElwee S., McEneany V., McEvoy N., McGeer A., McKay C., McKeown J., McLean K.A., McNally P., McNicholas B., McPartlan E., Meaney E., Mear-Passard C., Mechlin M., Meher M., Mehkri O., Mele F., Melo L., Memon K., Mendes J.J., Menkiti O., Menon K., Mentre F., Mentzer A.J., Mercier E., Mercier N., Merckx A., Mergeay-Fabre M., Mergler B., Merson L., Mesquita A., Metwally O., Meybeck A., Meyer D., Meynert A.M., Meysonnier V., Meziane A., Mezidi M., Michelagnoli G., Michelanglei C., Michelet I., Mihelis E., Mihnovit V., Miranda-Maldonado H., Misnan N.A., Mohamed N.N.E., Mohamed T.J., Moin A., Molina D., Molinos E., Molloy B., Mone M., Monteiro A., Montes C., Montrucchio G., Moore S., Moore S.C., Morales Cely L., Moro L., Morocho Tutillo D.R., Morton B., Motherway C., Motos A., Mouquet H., Mouton Perrot C., Moyet J., Mudara C., Mufti A.K., Muh N.Y., Muhamad D., Mullaert J., Muller F., Muller K.E., Munblit D., Muneeb S., Munir N., Munshi L., Murphy A., Murphy L., Murris M., Murthy S., Musaab H., Muyandy G., Myrodia D.M., N N., Nagpal D., Nagrebetsky A., Narasimhan M., Narayanan N., Nasim Khan R., Nazerali-Maitland A., Neant N., Neb H., Nekliudov N.A., Nelwan E., Neto R., Neumann E., Neves B., Ng P.Y., Nghi A., Nguyen D., Ni Choileain O., Ni Leathlobhair N., Nichol A., Nitayavardhana P., Nonas S., Noordin N.A.M., Noret M., Norharizam N.F.I., Norman L., Notari A., Noursadeghi M., Nowicka K., Nowinski A., Nseir S., Nunez J.I., Nurnaningsih N., Nyamankolly E., O Brien F., O'Callaghan A., Occhipinti G., OConnor D., O'Donnell M., Ogston T., Ogura T., Oh T.-H., O'Halloran S., O'Hearn K., Ohshimo S., Oldakowska A., Oliveira J., Oliveira L., Olliaro P.L., O'Neil C., Ong D.S.Y., Ong J.Y., Oosthuyzen W., Opavsky A., Openshaw P., Orakzai S., Orozco-Chamorro C.M., Orquera A., Ortoleva J., Osatnik J., O'Shea L., O'Sullivan M., Othman S.Z., Ouamara N., Ouissa R., Owyang C., Oziol E., Pabasara H.M.U., Pagadoy M., Pages J., Palacios A., Palacios M., Palmarini M., Panarello G., Panda P.K., Paneru H., Pang L.H., Panigada M., Pansu N., Papadopoulos A., Parke R., Parker M., Parra B., Parrini V., Pasha T., Pasquier J., Pastene B., Patauner F., Patel J., Pathmanathan M.D., Patrao L., Patricio P., Patrier J., Patterson L., Pattnaik R., Paul C., Paul M., Paulos J., Paxton W.A., Payen J.-F., Peariasamy K., Pedrera Jimenez M., Peek G.J., Peelman F., Peiffer-Smadja N., Peigne V., Pejkovska M., Pelosi P., Peltan I.D., Pereira R., Perez D., Periel L., Perpoint T., Pesenti A., Pestre V., Petrou L., Petrov-Sanchez V., Pettersen F.O., Peytavin G., Pharand S., Piagnerelli M., Picard W., Picone O., de Piero M., Pierobon C., Piersma D., Pimentel C., Pinto R., Pires C., Pironneau I., Piroth L., Pius R., Piva S., Plantier L., Plotkin D., Png H.S., Poissy J., Pokeerbux R., Pokorska-Spiewak M., Poli S., Pollakis G., Ponscarme D., Popielska J., Post A.-M., Postma D.F., Povoa P., Povoas D., Powis J., Prapa S., Preau S., Prebensen C., Preiser J.-C., Prinssen A., Pritchard M.G., Priyadarshani G.D.D., Proenca L., Pudota S., Puechal O., Pujo Semedi B., Pulicken M., Puntoni M., Purcell G., Quesada L., Quinones-Cardona V., Quiros Gonzalez V., Quist-Paulsen E., Quraishi M., Rabaa M., Rabaud C., Rabindrarajan E., Rafael A., Rafiq M., Ragazzo G., Rahman A.K.H.A., Rahman R.A., Rahutullah A., Rainieri F., Rajahram G.S., Rajapakse N., Ralib A., Ramakrishnan N., Ramanathan K., Ramli A.A., Rammaert B., Ramos G.V., Rana A., Rangappa R., Ranjan R., Rapp C., Rashan A., Rashan T., Rasheed G., Rasmin M., Ratsep I., Rau C., Ravi T., Raza A., Real A., Rebaudet S., Redl S., Reeve B., Rehan A., Rehman A., Reid L., Reikvam D.H., Reis R., Rello J., Remppis J., Remy M., Ren H., Renk H., Resende L., Resseguier A.-S., Revest M., Rewa O., Reyes L.F., Reyes T., Ribeiro M.I., Richardson D., Richier L., Ridzuan S.N.A.A., Riera J., Rios A.L., Rishu A., Rispal P., Risso K., Rivera Nunez M.A., Rizer N., Robb D., Robba C., Roberto A., Roberts S., Robertson D.L., Robineau O., Roche-Campo F., Rodari P., Rodeia S., Rodriguez Abreu J., Roessler B., Roger C., Roger 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P., Cisneros Herreros, J. M., Citarella, B. W., Ciullo, A., Clarke, E., Clarke, J., Claure Del Granado, R., Clohisey, S., Cobb, J. P., Coca, N., Codan, C., Cody, C., Coelho, A., Coles, M., Colin, G., Collins, M., Colombo, S. M., Combs, P., Connolly, J., Connor, M., Conrad, A., Contreras, S., Conway, E., Cooke, G. S., Copland, M., Cordel, H., Corley, A., Cormican, S., Cornelis, S., Cornet, A. D., Corpuz, A. J., Cortegiani, A., Corvaisier, G., Costigan, E., Couffignal, C., Couffin-Cadiergues, S., Courtois, R., Cousse, S., Cregan, R., Crepy D'Orleans, C., Croonen, S., Crowl, G., Crump, J., Cruz, C., Cruz Berm, J. L., Cruz Rojo, J., Csete, M., Cucino, A., Cullen, A., Cullen, C., Cummings, M., Curley, G., Curlier, E., Curran, C., Custodio, P., da Silva Filipe, A., Da Silveira, C., Dabaliz, A. -A., Dagens, A., Dahly, D., Dalton, H., Dalton, J., Daly, S., D'Amico, F., Daneman, N., Daniel, C., Dankwa, E. A., Dantas, J., D'Aragon, F., de Boer, M., de Loughry, G., de Mendoza, D., De Montmollin, E., de Oliveira Franca, R. F., de Pinho Oliveira, A. I., De Rosa, R., de Silva, T., de Vries, P., Deacon, J., Dean, D., Debard, A., Debenedictis, B., Debray, M. -P., Decastro, N., Dechert, W., Deconninck, L., Decours, R., Defous, E., Delacroix, I., Delaveuve, E., Delavigne, K., Delfos, N. M., Deligiannis, I., Dell'Amore, A., Delmas, C., Delobel, P., Delsing, C., Demonchy, E., Denis, E., Deplanque, D., Depuydt, P., Desai, M., Descamps, D., Desvallee, M., Dewayanti, S., Diallo, A., Diamantis, S., Dias, A., Diaz, P., Diaz, R., Diaz Diaz, J. J., Didier, K., Diehl, J. -L., Dieperink, W., Dimet, J., Dinot, V., Diop, F., Diouf, A., Dishon, Y., Dixit, D., Djossou, F., Docherty, A. B., Doherty, H., Dondorp, A. M., Dong, A., Donnelly, C. A., Donnelly, M., Donohue, C., Donohue, S., Donohue, Y., Doran, C., Doran, P., Dorival, C., D'Ortenzio, E., Douglas, J. 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W., Granier, P., Grasselli, G., Grazioli, L., Green, C. A., Greene, C., Greenhalf, W., Greffe, S., Grieco, D. L., Griffee, M., Griffiths, F., Grigoras, I., Groenendijk, A., Grosse Lordemann, A., Gruner, H., Gu, Y., Guarracino, F., Guedj, J., Guego, M., Guellec, D., Guerguerian, A. -M., Guerreiro, D., Guery, R., Guillaumot, A., Guilleminault, L., Guimaraes de Castro, M., Guimard, T., Haalboom, M., Haber, D., Habraken, H., Hachemi, A., Hadri, N., Haidash, O., Haider, S., Haidri, F., Hakak, S., Hall, A., Hall, M., Halpin, S., Hamer, A., Hamers, R., Hamidfar, R., Hammond, T., Han, L. Y., Haniffa, R., Hao, K. W., Hardwick, H., Harrison, E. M., Harrison, J., Harrison, S. B. E., Hartman, A., Hashmi, J., Hashmi, M., Hayat, M., Hayes, A., Hays, L., Heerman, J., Heggelund, L., Hendry, R., Hennessy, M., Henriquez, A., Hentzien, M., Herekar, F., Hernandez-Montfort, J., Herr, D., Hershey, A., Hesstvedt, L., Hidayah, A., Higgins, D., Higgins, E., Higginsokeeffe, G., Hinchion, R., Hinton, S., Hiraiwa, H., Hitoto, H., Ho, A., Ho, Y. B., Hoctin, A., Hoffmann, I., Hoh, W. H., Hoiting, O., Holt, R., Holter, J. C., Horby, P., Horcajada, J. P., Hoshino, K., Houas, I., Hough, C. L., Houltham, S., Hsu, J. M. -Y., Hulot, J. -S., Hussain, I., Ijaz, S., Illes, H. -G., Imbert, P., Imran, M., Imran Sikander, R., Inacio, H., Infante Dominguez, C., Ing, Y. S., Iosifidis, E., Ippolito, M., Isgett, S., Ishani, P. G. P. I., Isidoro, T., Ismail, N., Isnard, M., Itai, J., Ito, A., Ivulich, D., Jaafar, D., Jaafoura, S., Jabot, J., Jackson, C., Jamieson, N., Jaquet, P., Jassat, W., Jaud-Fischer, C., Jaureguiberry, S., Javidfar, J., Jawad, I., Jaworsky, D., Jayakumar, D., Jego, F., Jelani, A. M., Jenum, S., Jimbo-Sotomayor, R., Job, V. D. P., Joe, O. Y., Jorge Garcia, R. N., Joseph, C., Joseph, M., Joshi, S., Jourdain, M., Jouvet, P., June, J., Jung, A., Jung, H., Juzar, D., Kafif, O., Kaguelidou, F., Kaisbain, N., Kaleesvran, T., Kali, S., Kalicinska, A., Kalomoiri, S., Kamal, S., Kamaluddin, M. A. A., Kamaruddin, Z. A. C., Kamarudin, N., Kandamby, D. H., Kandel, C., Kang, K. Y., Kant, R., Kanwal, D., Kanyawati, D., Karki, B., Karpayah, P., Karsies, T., Kartsonaki, C., Kasugai, D., Kataria, A., Katz, K., Kaur, A., Kaur Johal, S., Kawasaki, T., Kay, C., Keane, H., Keating, S., Kellam, P., Kelly, A., Kelly, C., Kelly, N., Kelly, S., Kelly, Y., Kelsey, M., Kennedy, R., Kennon, K., Kernan, M., Kerroumi, Y., Keshav, S., Kestelyn, E., Khalid, I., Khalid, O., Khalil, A., Khan, C., Khan, I., Khanal, S., Kho, M. E., Khoo, D., Khoo, R., Khoo, S., Khoso, N., Kiat, K. H., Kida, Y., Kiiza, P., Kildal, A. B., Kim, J. B., Kimmoun, A., Kindgen-Milles, D., King, A., Kitamura, N., Klenerman, P., Klont, R., Kloumann Bekken, G., Knight, S., Kobbe, R., Kodippily, C., Kohns Vasconcelos, M., Koirala, S., Komatsu, M., Korten, V., Kosgei, C., Kpangon, A., Krawczyk, K., Krishnan, S., Krishnan, V., Kruglova, O., Kumar, A., Kumar, D., Kumar, G., Kumar, M., Kumar Vecham, P., Kuriakose, D., Kurtzman, E., Kusumastuti, N. P., Kutsogiannis, D., Kutsyna, G., Kyriakoulis, K., Lachatre, M., Lacoste, M., Laffey, J. G., Lagrange, M., Laine, F., Lairez, O., Lakhey, S., Lalueza, A., Lambert, M., Lamontagne, F., Langelot-Richard, M., Langlois, V., Lantang, E. Y., Lanza, M., Laouenan, C., Laribi, S., Lariviere, D., Lasry, S., Latif, N., Launay, O., Laureillard, D., Lavie-Badie, Y., Law, A., Lawrence, C., Lawrence, T., Le, M., Le Bihan, C., Le Bris, C., Le Falher, G., Le Fevre, L., Le Hingrat, Q., Le Marechal, M., Le Mestre, S., Le Moal, G., Le Moing, V., Le Nagard, H., Le Turnier, P., Leal, E., Leal Santos, M., Lee, B. H., Lee, H. G., Lee, J., Lee, S. H., Lee, T. C., Lee, Y. L., Leeming, G., Lefebvre, B., Lefebvre, L., Lefevre, B., Legac, S., Lelievre, J. -D., Lellouche, F., Lemaignen, A., Lemee, V., Lemeur, A., Lemmink, G., Lene, H. S., Lennon, J., Leon, R., Leone, M., Lepiller, Q., Lescure, F. -X., Lesens, O., Lesouhaitier, M., Lester-Grant, A., Levy, B., Levy, Y., Levy-Marchal, C., Lewandowska, K., L'Her, E., Li Bassi, G., Liang, J., Liaquat, A., Liegeon, G., Lim, K. C., Lim, W. S., Lima, C., Lina, B., Lina, L., Lind, A., Lingas, G., Lion-Daolio, S., Lissauer, S., Liu, K., Livrozet, M., Lizotte, P., Loforte, A., Lolong, N., Loon, L. C., Lopes, D., Lopez-Colon, D., Loschner, A. L., Loubet, P., Loufti, B., Louis, G., Lourenco, S., Lovelace-Macon, L., Low, L. L., Lowik, M., Loy, J. S., Lucet, J. C., Lumbreras Bermejo, C., Luna, C. M., Lungu, O., Luong, L., Luque, N., Luton, D., Lwin, N., Lyons, R., Maasikas, O., Mabiala, O., Macdonald, S., Machado, M., Macheda, G., Macias Sanchez, J., Madhok, J., Maestro de la Calle, G., Mahieu, R., Mahy, S., Maia, A. R., Maier, L. S., Maillet, M., Maitre, T., Malfertheiner, M., Malik, N., Mallon, P., Maltez, F., Malvy, D., Manda, V., Mandei, J. M., Mandelbrot, L., Manetta, F., Mangal, K., Mankikian, J., Manning, E., Manuel, A., Maria Sant`Ana Malaque, C., Marino, D., Marino, F., Markowicz, S., Maroun Eid, C., Marques, A., Marquis, C., Marsh, B., Marsh, L., Marshal, M., Marshall, J., Martelli, C. T., Martin, D. -A., Martin, E., Martin-Blondel, G., Martinelli, A., Martin-Loeches, I., Martinot, M., Martin-Quiros, A., Martins, A., Martins, J., Martins, N., Martins Rego, C., Martucci, G., Martynenko, O., Marwali, E. M., Marzukie, M., Masa Jimenez, J. F., Maslove, D., Mason, P., Mason, S., Masood, S., Mat Nor, B., Matan, M., Mateus Fernandes, H., Mathew, M., Mathieu, D., Mattei, M., Matulevics, R., Maulin, L., Maxwell, M., Maynar, J., Mazzoni, T., Mc Sweeney, L., Mcandrew, L., Mcarthur, C., Mccarthy, A., Mccloskey, C., Mcconnochie, R., Mcdermott, S., Mcdonald, S. E., Mcelroy, A., Mcelwee, S., Mceneany, V., Mcevoy, N., Mcgeer, A., Mckay, C., Mckeown, J., Mclean, K. A., Mcnally, P., Mcnicholas, B., Mcpartlan, E., Meaney, E., Mear-Passard, C., Mechlin, M., Meher, M., Mehkri, O., Mele, F., Melo, L., Memon, K., Mendes, J. J., Menkiti, O., Menon, K., Mentre, F., Mentzer, A. J., Mercier, E., Mercier, N., Merckx, A., Mergeay-Fabre, M., Mergler, B., Merson, L., Mesquita, A., Metwally, O., Meybeck, A., Meyer, D., Meynert, A. M., Meysonnier, V., Meziane, A., Mezidi, M., Michelagnoli, G., Michelanglei, C., Michelet, I., Mihelis, E., Mihnovit, V., Miranda-Maldonado, H., Misnan, N. A., Mohamed, N. N. E., Mohamed, T. J., Moin, A., Molina, D., Molinos, E., Molloy, B., Mone, M., Monteiro, A., Montes, C., Montrucchio, G., Moore, S., Moore, S. C., Morales Cely, L., Moro, L., Morocho Tutillo, D. R., Morton, B., Motherway, C., Motos, A., Mouquet, H., Mouton Perrot, C., Moyet, J., Mudara, C., Mufti, A. K., Muh, N. Y., Muhamad, D., Mullaert, J., Muller, F., Muller, K. E., Munblit, D., Muneeb, S., Munir, N., Munshi, L., Murphy, A., Murphy, L., Murris, M., Murthy, S., Musaab, H., Muyandy, G., Myrodia, D. M., N, N., Nagpal, D., Nagrebetsky, A., Narasimhan, M., Narayanan, N., Nasim Khan, R., Nazerali-Maitland, A., Neant, N., Neb, H., Nekliudov, N. A., Nelwan, E., Neto, R., Neumann, E., Neves, B., Ng, P. Y., Nghi, A., Nguyen, D., Ni Choileain, O., Ni Leathlobhair, N., Nichol, A., Nitayavardhana, P., Nonas, S., Noordin, N. A. M., Noret, M., Norharizam, N. F. I., Norman, L., Notari, A., Noursadeghi, M., Nowicka, K., Nowinski, A., Nseir, S., Nunez, J. I., Nurnaningsih, N., Nyamankolly, E., O Brien, F., O'Callaghan, A., Occhipinti, G., Oconnor, D., O'Donnell, M., Ogston, T., Ogura, T., Oh, T. -H., O'Halloran, S., O'Hearn, K., Ohshimo, S., Oldakowska, A., Oliveira, J., Oliveira, L., Olliaro, P. L., O'Neil, C., Ong, D. S. Y., Ong, J. Y., Oosthuyzen, W., Opavsky, A., Openshaw, P., Orakzai, S., Orozco-Chamorro, C. M., Orquera, A., Ortoleva, J., Osatnik, J., O'Shea, L., O'Sullivan, M., Othman, S. Z., Ouamara, N., Ouissa, R., Owyang, C., Oziol, E., Pabasara, H. M. U., Pagadoy, M., Pages, J., Palacios, A., Palacios, M., Palmarini, M., Panarello, G., Panda, P. K., Paneru, H., Pang, L. H., Panigada, M., Pansu, N., Papadopoulos, A., Parke, R., Parker, M., Parra, B., Parrini, V., Pasha, T., Pasquier, J., Pastene, B., Patauner, F., Patel, J., Pathmanathan, M. D., Patrao, L., Patricio, P., Patrier, J., Patterson, L., Pattnaik, R., Paul, C., Paul, M., Paulos, J., Paxton, W. A., Payen, J. -F., Peariasamy, K., Pedrera Jimenez, M., Peek, G. J., Peelman, F., Peiffer-Smadja, N., Peigne, V., Pejkovska, M., Pelosi, P., Peltan, I. D., Pereira, R., Perez, D., Periel, L., Perpoint, T., Pesenti, A., Pestre, V., Petrou, L., Petrov-Sanchez, V., Pettersen, F. O., Peytavin, G., Pharand, S., Piagnerelli, M., Picard, W., Picone, O., de Piero, M., Pierobon, C., Piersma, D., Pimentel, C., Pinto, R., Pires, C., Pironneau, I., Piroth, L., Pius, R., Piva, S., Plantier, L., Plotkin, D., Png, H. S., Poissy, J., Pokeerbux, R., Pokorska-Spiewak, M., Poli, S., Pollakis, G., Ponscarme, D., Popielska, J., Post, A. -M., Postma, D. F., Povoa, P., Povoas, D., Powis, J., Prapa, S., Preau, S., Prebensen, C., Preiser, J. -C., Prinssen, A., Pritchard, M. G., Priyadarshani, G. D. D., Proenca, L., Pudota, S., Puechal, O., Pujo Semedi, B., Pulicken, M., Puntoni, M., Purcell, G., Quesada, L., Quinones-Cardona, V., Quiros Gonzalez, V., Quist-Paulsen, E., Quraishi, M., Rabaa, M., Rabaud, C., Rabindrarajan, E., Rafael, A., Rafiq, M., Ragazzo, G., Rahman, A. K. H. A., Rahman, R. A., Rahutullah, A., Rainieri, F., Rajahram, G. S., Rajapakse, N., Ralib, A., Ramakrishnan, N., Ramanathan, K., Ramli, A. A., Rammaert, B., Ramos, G. V., Rana, A., Rangappa, R., Ranjan, R., Rapp, C., Rashan, A., Rashan, T., Rasheed, G., Rasmin, M., Ratsep, I., Rau, C., Ravi, T., Raza, A., Real, A., Rebaudet, S., Redl, S., Reeve, B., Rehan, A., Rehman, A., Reid, L., Reikvam, D. H., Reis, R., Rello, J., Remppis, J., Remy, M., Ren, H., Renk, H., Resende, L., Resseguier, A. -S., Revest, M., Rewa, O., Reyes, L. F., Reyes, T., Ribeiro, M. I., Richardson, D., Richier, L., Ridzuan, S. N. A. A., Riera, J., Rios, A. L., Rishu, A., Rispal, P., Risso, K., Rivera Nunez, M. A., Rizer, N., Robb, D., Robba, C., Roberto, A., Roberts, S., Robertson, D. L., Robineau, O., Roche-Campo, F., Rodari, P., Rodeia, S., Rodriguez Abreu, J., Roessler, B., Roger, C., Roger, P. -M., Roilides, E., Rojek, A., Romaru, J., Roncon-Albuquerque Jr, R., Roriz, M., Rosa-Calatrava, M., Rose, M., Rosenberger, D., Rossanese, A., Rossetti, M., Rossignol, B., Rossignol, P., Rousset, S., Roy, C., Roze, B., Rusmawatiningtyas, D., Russell, C. D., Ryan, M., Ryckaert, S., Rygh Holten, A., Saba, I., Sadaf, S., Sadat, M., Sahraei, V., Saint-Gilles, M., Sakiyalak, P., Salahuddin, N., Salazar, L., Saleem, J., Sales, G., Sallaberry, S., Salmon Gandonniere, C., Salvator, H., Sanchez, O., Sanchez Choez, X., Sanchez de Oliveira, K., Sanchez-Miralles, A., Sancho-Shimizu, V., Sandhu, G., Sandhu, Z., Sandrine, P. -F., Sandulescu, O., Santos, M., Sarfo-Mensah, S., Sarmento Banheiro, B., Sarmiento, I. C. E., Sarton, B., Satyapriya, S., Satyawati, R., Saviciute, E., Savio, R., Savvidou, P., Saw, Y. T., Schaffer, J., Schermer, T., Scherpereel, A., Schneider, M., Schroll, S., Schwameis, M., Schwartz, G., Scott, J. T., Scott-Brown, J., Sedillot, N., Seitz, T., Selvanayagam, J., Selvarajoo, M., Semaille, C., Semple, M. G., Senian, R. B., Senneville, E., Sepulveda, C., Sequeira, F., Sequeira, T., Serpa Neto, A., Serrano Balazote, P., Shadowitz, E., Shahidan, S. A., Shahnaz Hasan, M., Shamsah, M., Shankar, A., Sharjeel, S., Sharma, P., Shaw, C. A., Shaw, V., Shi, H., Shiban, N., Shiekh, M., Shiga, T., Shime, N., Shimizu, H., Shimizu, K., Shimizu, N., Shindo, N., Shrapnel, S., Shum, H. P., Si Mohammed, N., Siang, N. Y., Sibiude, J., Siddiqui, A., Sigfrid, L., Sillaots, P., Silva, C., Silva, M. J., Silva, R., Sim Lim Heng, B., Sin, W. C., Singh, B. C., Singh, P., Sitompul, P. A., Sivam, K., Skogen, V., Smith, S., Smood, B., Smyth, C., Smyth, M., Snacken, M., So, D., Soh, T. V., Solis, M., Solomon, J., Solomon, T., Somers, E., Sommet, A., Song, M. J., Song, R., Song, T., Song Chia, J., Sonntagbauer, M., Soom, A. M., Sotto, A., Soum, E., Sousa, A. C., Sousa, M., Sousa Uva, M., Souza-Dantas, V., Sperry, A., Spinuzza, E., Sri Darshana, B. P. S. R., Sriskandan, S., Stabler, S., Staudinger, T., Stecher, S. -S., Steinsvik, T., Stienstra, Y., Stiksrud, B., Stolz, E., Stone, A., Streinu-Cercel, A., Strudwick, S., Stuart, A., Stuart, D., Subekti, D., Suen, G., Suen, J. Y., Sukumar, P., Sultana, A., Summers, C., Supic, D., Suppiah, D., Surovcova, M., Suwarti, S., Svistunov, A. A., Syahrin, S., Syrigos, K., Sztajnbok, J., Szuldrzynski, K., Tabrizi, S., Taccone, F. S., Tagherset, L., Taib, S. M., Talarek, E., Taleb, S., Talsma, J., Tampubolon, M. L., Tan, K. K., Tan, L. V., Tan, Y. C., Tanaka, C., Tanaka, H., Tanaka, T., Taniguchi, H., Tanveer, H., Taqdees, H., Taqi, A., Tardivon, C., Tattevin, P., Taufik, M. A., Tawfik, H., Tedder, R. S., Tee, T. Y., Teixeira, J., Tejada, S., Tellier, M. -C., Teoh, S. K., Teotonio, V., Teoule, F., Terpstra, P., Terrier, O., Terzi, N., Tessier-Grenier, H., Tey, A., Thabit, A. A. M., Tham, Z. D., Thangavelu, S., Thibault, V., Thiberville, S. -D., Thill, B., Thirumanickam, J., Thompson, S., Thomson, D., Thomson, E. C., Thurai, S. R. T., Thuy, D. B., Thwaites, R. S., Tierney, P., Tieroshyn, V., Timashev, P. S., Timsit, J. -F., Tirupakuzhi Vijayaraghavan, B. K., Tissot, N., Toh, J. Z. Y., Toki, M., Tolppa, T., Tonby, K., Tonnii, S. L., Torres, A., Torres, M., Torres Santos-Olmo, R. M., Torres-Zevallos, H., Towers, M., Trapani, T., Traynor, D., Treoux, T., Trieu, H. T., Tripathy, S., Tromeur, C., Trontzas, I., Trouillon, T., Truong, J., Tual, C., Tubiana, S., Tuite, H., Turmel, J. -M., Turtle, L. C. W., Tveita, A., Twardowski, P., Uchiyama, M., Udayanga, P. I., Udy, A., Ullrich, R., Umer, Z., Uribe, A., Usman, A., Vajdovics, C., Val-Flores, L., Valle, A. L., Valran, A., Van de Velde, S., van den Berge, M., van der Feltz, M., van der Valk, P., Van Der Vekens, N., Van der Voort, P., Van Der Werf, S., van Dyk, M., van Gulik, L., Van Hattem, J., van Lelyveld, S., van Netten, C., Van Twillert, G., van Veen, I., Vanel, N., Vanoverschelde, H., Varghese, P., Varrone, M., Vasudayan, S. R., Vauchy, C., Vaughan, H., Veeran, S., Veislinger, A., Vencken, S., Ventura, S., Verbon, A., Vidal, J. E., Vieira, C., Vijayan, D., Villanueva, J. A., Villar, J., Villeneuve, P. -M., Villoldo, A., Vinh Chau, N. V., Visseaux, B., Visser, H., Vitiello, C., Vonkeman, H., Vuotto, F., Wahab, N. H., Wahab, S. A., Wahid, N. A., Wainstein, M., Wan Muhd Shukeri, W. F., Wang, C. -H., Webb, S. A., Wei, J., Weil, K., Wen, T. P., Wesselius, S., West, T. E., Wham, M., Whelan, B., White, N., Wicky, P. H., Wiedemann, A., Wijaya, S. O., Wille, K., Willems, S., Williams, V., Wils, E. -J., Wing Yiu, N., Wong, C., Wong, T. F., Wong, X. C., Wong, Y. S., Xian, G. E., Xian, L. S., Xuan, K. P., Xynogalas, I., Yacoub, S., Yakop, S. R. B. M., Yamazaki, M., Yazdanpanah, Y., Yee Liang Hing, N., Yelnik, C., Yeoh, C. H., Yerkovich, S., Yokoyama, T., Yonis, H., Yousif, O., Yuliarto, S., Zaaqoq, A., Zabbe, M., Zacharowski, K., Zahid, M., Zahran, M., Zaidan, N. Z. B., Zambon, M., Zambrano, M., Zanella, A., Zawadka, K., Zaynah, N., Zayyad, H., Zoufaly, A., Zucman, D., Intensive Care Medicine, and Group, The ISARIC Clinical Characterisation
Subjects: Biomedical Research, [SDV]Life Sciences [q-bio], Clinical science, Global Health, Corrections, Microbiology, 1117 Public Health and Health Services, 1108 Medical Microbiology, Pandemic, Economics, Humans, ISARIC Clinical Characterisation Group, Pandemics, COVID-19/epidemiology, Actuarial science, Information Dissemination, SARS-CoV-2, Comment, ISARIC, COVID-19, 1103 Clinical Sciences, Communicable Disease Control/methods, Infectious Diseases, Open source, Communicable Disease Control, Value (mathematics), Human
Abstract: International audience
Published: 2021

18. An Evaluation of Commonly Used Surrogate Baseline Creatinine Values to Classify AKI During Acute Infection

Author: Matthew J. Grigg, Katherine Plewes, Giri Shan Rajahram, Nicholas M. Anstey, Bridget E. Barber, Aatish Patel, Thomas F. Hiemstra, Timothy William, Zhiqiang Wang, Daniel J. Cooper, Cooper, Daniel [0000-0002-3643-7605], and Apollo - University of Cambridge Repository
Subjects: medicine.medical_specialty, 030232 urology & nephrology, Urology, Renal function, Acute infection, 030204 cardiovascular system & hematology, urologic and male genital diseases, sepsis, 03 medical and health sciences, chemistry.chemical_compound, 0302 clinical medicine, medicine, Creatinine, Receiver operating characteristic, business.industry, urogenital system, Incidence (epidemiology), microbiology, Acute kidney injury, medicine.disease, female genital diseases and pregnancy complications, chemistry, acute kidney injury, Nephrology, Cohort, Commentary, business, Kidney disease
Abstract: Introduction Classification of acute kidney injury (AKI) requires a premorbid baseline creatinine, often unavailable in studies in acute infection. Methods We evaluated commonly used surrogate and imputed baseline creatinine values against a “reference” creatinine measured during follow-up in an adult clinical trial cohort. Known AKI incidence (Kidney Disease: Improving Global Outcomes [KDIGO] criteria) was compared with AKI incidence classified by (1) back-calculation using the Modification of Diet in Renal Disease (MDRD) equation with and without a Chinese ethnicity correction coefficient; (2) back-calculation using the Chronic Kidney Disease–Epidemiology Collaboration (CKD-EPI) equation; (3) assigning glomerular filtration rate (GFR) from age and sex-standardized reference tables; and (4) lowest measured creatinine during admission. Back-calculated distributions were performed using GFRs of 75 and 100 ml/min. Results All equations using an assumed GFR of 75 ml/min underestimated AKI incidence by more than 50%. Back-calculation with CKD-EPI and GFR of 100 ml/min most accurately predicted AKI but misclassified all AKI stages and had low levels of agreement with true AKI diagnoses. Back-calculation using MDRD and assumed GFR of 100 ml/min, age and sex-reference GFR values adjusted for good health, and lowest creatinine during admission performed similarly, best predicting AKI incidence (area under the receiver operating characteristic curves [AUC ROCs] of 0.85, 0.87, and 0.85, respectively). MDRD back-calculation using a cohort mean GFR showed low total error (22%) and an AUC ROC of 0.85. Conclusion Current methods for estimating baseline creatinine are large sources of potential error in acute infection studies. Preferred alternatives include MDRD equation back-calculation with a population mean GFR, age- and sex-specific GFR values corrected for “good health,” or lowest measured creatinine. Studies using surrogate baseline creatinine values should report specific methodology.
Published: 2021
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19. Genomic epidemiology of tuberculosis in eastern Malaysia: insights for strengthening public health responses

Author: Giri Shan Rajahram, Anna P. Ralph, Lachlan J. M. Coin, Arnold Bainomugisa, Chris Coulter, Ella M. Meumann, Timothy William, Dawn Carmel Paul, and Rick Twee-Hee Ong
Subjects: 0301 basic medicine, Adult, Male, medicine.medical_specialty, Tuberculosis, Lineage (genetic), Adolescent, Genotype, medicine.medical_treatment, 030106 microbiology, Population, Pathogens and Epidemiology, Biology, Mycobacterium tuberculosis, 03 medical and health sciences, Young Adult, Epidemiology, Tuberculosis, Multidrug-Resistant, Culture conversion, medicine, Cluster Analysis, Humans, education, Tuberculosis, Pulmonary, Research Articles, Phylogeny, education.field_of_study, Molecular Epidemiology, Whole Genome Sequencing, Public health, Malaysia, Sputum, General Medicine, Genomics, biology.organism_classification, medicine.disease, 030104 developmental biology, whole-genome sequencing, Mutation, Tuberculosis management, Female, Public Health, Genome, Bacterial, Demography
Abstract: Tuberculosis is a leading public health priority in eastern Malaysia. Knowledge of the genomic epidemiology of tuberculosis can help tailor public health interventions. Our aims were to determine tuberculosis genomic epidemiology and characterize resistance mutations in the ethnically diverse city of Kota Kinabalu, Sabah, located at the nexus of Malaysia, Indonesia, Philippines and Brunei. We used an archive of prospectively collected Mycobacterium tuberculosis samples paired with epidemiological data. We collected sputum and demographic data from consecutive consenting outpatients with pulmonary tuberculosis at the largest tuberculosis clinic from 2012 to 2014, and selected samples from tuberculosis inpatients from the tertiary referral centre during 2012–2014 and 2016–2017. Two hundred and eight M . tuberculosis sequences were available for analysis, representing 8 % of cases notified during the study periods. Whole-genome phylogenetic analysis demonstrated that most strains were lineage 1 (195/208, 93.8 %), with the remainder being lineages 2 (8/208, 3.8 %) or 4 (5/208, 2.4 %). Lineages or sub-lineages were not associated with patient ethnicity. The lineage 1 strains were diverse, with sub-lineage 1.2.1 being dominant (192, 98 %). Lineage 1.2.1.3 isolates were geographically most widely distributed. The greatest diversity occurred in a border town sub-district. The time to the most recent common ancestor for the three major lineage 1.2.1 clades was estimated to be the year 1966 (95 % HPD 1948–1976). An association was found between failure of culture conversion by week 8 of treatment and infection with lineage 2 (4/6, 67 %) compared with lineage 1 strains (4/83, 5 %) (PkatG gene in two isolates. Consistent with the regionally mobile population, M. tuberculosis strains in Kota Kinabalu were diverse, although several lineage 1 strains dominated and were locally well established. Transmission clusters – uncommonly identified, likely attributable to incomplete sampling – showed clustering occurring across the community, not confined to households or sub-districts. The findings indicate that public health priorities should include active case finding and early institution of tuberculosis management in mobile populations, while there is a need to upscale effective contact investigation beyond households to include other contacts within social networks.
Published: 2021

20. Plasmodium knowlesi detection methods for human infections—Diagnosis and surveillance

Author: Kevin K. A. Tetteh, Giri Shan Rajahram, Chris Drakeley, Sumudu Britton, Timothy William, Nicholas M. Anstey, Angelica F. Tan, Rintis Noviyanti, Matthew J. Grigg, Colin J. Sutherland, Bridget E. Barber, and Inke Nadia D. Lubis
Subjects: medicine.medical_specialty, biology, business.industry, Transmission (medicine), Targeted interventions, Reference laboratory, biology.organism_classification, medicine.disease, Asymptomatic, Article, Serology, Malaria, Molecular Diagnostic Techniques, Plasmodium knowlesi, parasitic diseases, Medicine, Humans, medicine.symptom, business, Intensive care medicine, Nucleic Acid Amplification Techniques, Plasmodium species
Abstract: Within the overlapping geographical ranges of P. knowlesi monkey hosts and vectors in Southeast Asia, an estimated 1.5 billion people are considered at risk of infection. P. knowlesi can cause severe disease and death, the latter associated with delayed treatment occurring from misdiagnosis. Although microscopy is a sufficiently sensitive first-line tool for P. knowlesi detection for most low-level symptomatic infections, misdiagnosis as other Plasmodium species is common, and the majority of asymptomatic infections remain undetected. Current point-of-care rapid diagnostic tests demonstrate insufficient sensitivity and poor specificity for differentiating P. knowlesi from other Plasmodium species. Molecular tools including nested, real-time, and single-step PCR, and loop-mediated isothermal amplification (LAMP), are sensitive for P. knowlesi detection. However, higher cost and inability to provide the timely point-of-care diagnosis needed to guide appropriate clinical management has limited their routine use in most endemic clinical settings. P. knowlesi is likely underdiagnosed across the region, and improved diagnostic and surveillance tools are required. Reference laboratory molecular testing of malaria cases for both zoonotic and non-zoonotic Plasmodium species needs to be more widely implemented by National Malaria Control Programs across Southeast Asia to accurately identify the burden of zoonotic malaria and more precisely monitor the success of human-only malaria elimination programs. The implementation of specific serological tools for P. knowlesi would assist in determining the prevalence and distribution of asymptomatic and submicroscopic infections, the absence of transmission in certain areas, and associations with underlying land use change for future spatially targeted interventions.
Published: 2021

21. Knowlesi malaria: Human risk factors, clinical spectrum, and pathophysiology

Author: Daniel J. Cooper, Matthew J. Grigg, Steven Kho, Timothy William, Giri Shan Rajahram, Nicholas M. Anstey, and Bridget E. Barber
Subjects: biology, business.industry, Organ dysfunction, Acute kidney injury, Parasitemia, medicine.disease, biology.organism_classification, Haemolysis, Asymptomatic, Article, Malaria, Endothelial activation, Risk Factors, Plasmodium knowlesi, parasitic diseases, Immunology, medicine, Animals, Humans, Malaria, Falciparum, Endothelial dysfunction, medicine.symptom, business
Abstract: Plasmodium knowlesi is endemic across Southeast Asia, and is the commonest cause of zoonotic malaria. The spectrum of clinical disease from P. knowlesi infection ranges from asymptomatic infection, through to severe malaria and death. Over 90% of clinical disease occurs in adults, mostly living in forest edge areas undergoing intensive land use change. With a 24-h asexual life cycle in humans, high parasite counts are possible, but most clinical cases of knowlesi malaria are uncomplicated with low parasitaemia. In co-endemic areas, median parasitaemia in knowlesi malaria is lower than that seen in vivax and falciparum malaria, suggesting a lower fever threshold. Severe malaria occurs in 6–9% of symptomatic adults. Manifestations of severe malaria from P. knowlesi are similar to those seen with falciparum malaria, with the notable absence of coma. Age, parasitaemia, cardiovascular comorbidities and delayed diagnosis are risk factors for severe disease and death, which are only seen in adults. Thrombocytopenia is near-universal in adults, likely related to platelet-red cell binding and clearance. Mechanisms underlying the microvascular sludging seen in fatal disease in non-natural primate hosts and the microvascular accumulation of parasites in fatal human disease are not clear. Marked reductions in deformability of both infected and uninfected red blood cells are associated with disease severity in both humans and other non-natural primate hosts, likely contributing to impaired microvascular perfusion and organ dysfunction. Endothelial activation, endothelial dysfunction, glycocalyx degradation and haemolysis are also associated with, and likely contribute to, severe disease and organ dysfunction, particularly acute kidney injury.
Published: 2021

22. Comparative evaluation of two commercial real-time PCR kits (QuantiFast™ and abTES™) for the detection of Plasmodium knowlesi and other Plasmodium species in Sabah, Malaysia

Author: Rashidah Mohammad, Matthew J. Grigg, Kim A. Piera, Angelica Fiona Tan, Yao Long Lew, Nicholas M. Anstey, Jenarun Jelip, Tock H. Chua, Timothy William, Daniel J. Cooper, Giri Shan Rajahram, Bridget E. Barber, Nor Afizah Nuin, and Jiloris F. Dony
Subjects: Adult, Male, lcsh:Arctic medicine. Tropical medicine, Adolescent, lcsh:RC955-962, Plasmodium falciparum, 030231 tropical medicine, Plasmodium vivax, Plasmodium malariae, Real-Time Polymerase Chain Reaction, lcsh:Infectious and parasitic diseases, Young Adult, 03 medical and health sciences, 0302 clinical medicine, parasitic diseases, Multiplex polymerase chain reaction, medicine, Humans, lcsh:RC109-216, Plasmodium knowlesi, 030212 general & internal medicine, Child, biology, Diagnostic Tests, Routine, Research, Malaysia, Middle Aged, biology.organism_classification, medicine.disease, Virology, Infectious Diseases, Parasitology, Zoonotic malaria, Epidemiological Monitoring, Sabah Malaysia, Female, Nested polymerase chain reaction, Malaria
Abstract: Background The monkey parasite Plasmodium knowlesi is an emerging public health issue in Southeast Asia. In Sabah, Malaysia, P. knowlesi is now the dominant cause of human malaria. Molecular detection methods for P. knowlesi are essential for accurate diagnosis and in monitoring progress towards malaria elimination of other Plasmodium species. However, recent commercially available PCR malaria kits have unpublished P. knowlesi gene targets or have not been evaluated against clinical samples. Methods Two real-time PCR methods currently used in Sabah for confirmatory malaria diagnosis and surveillance reporting were evaluated: the QuantiFast™ Multiplex PCR kit (Qiagen, Germany) targeting the P. knowlesi 18S SSU rRNA; and the abTES™ Malaria 5 qPCR II kit (AITbiotech, Singapore), with an undisclosed P. knowlesi gene target. Diagnostic accuracy was evaluated using 52 P. knowlesi, 25 Plasmodium vivax, 21 Plasmodium falciparum, and 10 Plasmodium malariae clinical isolates, and 26 malaria negative controls, and compared against a validated reference nested PCR assay. The limit of detection (LOD) for each PCR method and Plasmodium species was also evaluated. Results The sensitivity of the QuantiFast™ and abTES™ assays for detecting P. knowlesi was comparable at 98.1% (95% CI 89.7–100) and 100% (95% CI 93.2–100), respectively. Specificity of the QuantiFast™ and abTES™ for P. knowlesi was high at 98.8% (95% CI 93.4–100) for both assays. The QuantiFast™ assay demonstrated falsely-positive mixed Plasmodium species at low parasitaemias in both the primary and LOD analysis. Diagnostic accuracy of both PCR kits for detecting P. vivax, P. falciparum, and P. malariae was comparable to P. knowlesi. The abTES™ assay demonstrated a lower LOD for P. knowlesi of ≤ 0.125 parasites/µL compared to QuantiFast™ with a LOD of 20 parasites/µL. Hospital microscopy demonstrated a sensitivity of 78.8% (95% CI 65.3–88.9) and specificity of 80.4% (95% CI 67.6–89.8) compared to reference PCR for detecting P. knowlesi. Conclusion The QuantiFast™ and abTES™ commercial PCR kits performed well for the accurate detection of P. knowlesi infections. Although the QuantiFast™ kit is cheaper, the abTES™ kit demonstrated a lower LOD, supporting its use as a second-line referral-laboratory diagnostic tool in Sabah, Malaysia.
Published: 2020

23. An epidemiological review of tuberculosis in Sabah, Malaysia, 2012-2018

Author: Christel van den Boogaard, Christopher Lowbridge, Giri Shan Rajahram, Richard Avoi, Timothy William, Anna P. Ralph, and Michelle May D. Goroh
Subjects: medicine.medical_specialty, Tuberculosis, business.industry, Environmental health, Epidemiology, Medicine, business, medicine.disease
Abstract: Background: Tuberculosis (TB) is of high public health importance in Malaysia. Sabah State, located on the island of Borneo, has previously reported a particularly high burden of disease and faces unique contextual challenges compared with peninsular Malaysia. The aim of this study is to describe the epidemiology of TB in Sabah to identify risk groups and hot spots of TB transmission.Methods: We conducted a retrospective review of TB cases notified in Sabah, Malaysia, between 2012 and 2018. Using data from the state’s ‘myTB’ notification database, we calculated the case notification rate and described trends in the epidemiology, diagnostic practices and treatment outcomes of TB in Sabah within this period. Results: Between 2012 and 2018 there were 33,193 cases of TB reported in Sabah (128 cases per 100,000 population). We identified several geographic hotspots, including districts with >200 cases per 100,000 population per year. TB rates increased with age and were highest in older males. Children Conclusion: Between 2012 and 2018, Sabah State accounted for 20% of Malaysia’s TB notifications, despite representing only 10% of Malaysia’s population. We found hotspots of TB in urbanised population hubs and points of migration, as well as evidence of late presentation and diagnosis. Ensuring universal health coverage and expansion of GeneXpert® coverage is recommended to reduce barriers to care and early diagnosis and treatment for TB.
Published: 2020

24. Comparative Evaluation of Two Commercial Real-time Pcr Kits (Quantifast™ and Abtes™) for the Detection of Plasmodium Knowlesi and Other Plasmodium Species in Sabah, Malaysia

Author: Nor Afizah Nuin, Angelica Fiona Tan, Yao Long Lew, Kim A Piera, Timothy William, Giri Shan Rajahram, Jenarun Jelip, Rashidah Mohammad, Daniel J Cooper, Bridget E Barber, Nicholas M Anstey, Tock H Chua, and Matthew J Grigg
Abstract: Introduction: The monkey parasite Plasmodiumknowlesi is an emerging public health issue in Southeast Asia. In Sabah, Malaysia, P. knowlesiis now the dominant cause of human malaria. Molecular detection methods for P. knowlesiare essential for accurate diagnosis and in monitoring progress towards malaria elimination of other Plasmodium species.However,recent commercially available PCR malaria kits have unpublished P. knowlesigene targets or have not been evaluated against clinical samples.Methods:Two real-time PCR methods currently used in Sabahfor confirmatorymalaria diagnosis and surveillance reportingwere evaluated: theQuantiFast™ Multiplex PCR kit (Qiagen, Germany) targeting the P. knowlesi18S SSU rRNA;and the abTES™ Malaria 5 qPCR II kit (AITbiotech, Singapore), with an undisclosedP. knowlesi gene target. Diagnostic accuracywas evaluatedusing 52P. knowlesi, 25P. vivax, 21 P. falciparum, and 10 P. malariaeclinical isolates, and 26 malaria negative controls, and compared against a validated referencenested PCR assay. The limit of detection (LOD) for each PCR method and Plasmodium species was also evaluated. Results:The sensitivity of the QuantiFast™ and abTES™ assays for detecting P. knowlesiwas comparable at 98.1% (95%CI 89.7-100) and 100%(95%CI 93.2-100) respectively. Specificity of the QuantiFast™ and abTES™ for P. knowlesiwas high at 98.8% (95%CI 93.4-100) for both assays.The QuantiFast™ assay demonstrated falsely-positive mixed Plasmodium species at low parasitaemias in both the primary and LOD analysis. Diagnostic accuracy of both PCR kits fordetecting P. vivax, P. falciparum, and P. malariae was comparable to P. knowlesi.The abTES™ assay demonstrated a lower LOD for P. knowlesiof ≤0.125 parasites/µL compared to QuantiFast™ witha LOD of20 parasites/µL.Hospital microscopy demonstrated a sensitivity of 78.8% (95%CI 65.3-88.9) and specificity of 80.4% (95%CI 67.6-89.8) compared to reference PCR for detecting P. knowlesi.Conclusion:The QuantiFast™ and abTES™ commercial PCR kits performed well for the accurate detection of P. knowlesi infections. Although the QuantiFast™ kit is cheaper, the abTES™ kit demonstrated a lower LOD, supportingits use as a second-line referral-laboratory diagnostic toolin Sabah, Malaysia.
Published: 2020

25. Incidence and epidemiological features of dengue in Sabah, Malaysia

Author: Jenarun Jilip, Francesca D. Frentiu, Gregor J. Devine, Marilyn Maluda, Amanda Murphy, Wenbiao Hu, Timothy William, Giri Shan Rajahram, and Simon Reid
Subjects: RNA viruses, Male, Life Cycles, Spatial Epidemiology, Epidemiology, RC955-962, Dengue virus, medicine.disease_cause, Pathology and Laboratory Medicine, Dengue fever, Geographical Locations, Dengue, Larvae, Aedes, Arctic medicine. Tropical medicine, Medicine and Health Sciences, Public and Occupational Health, Child, biology, Incidence (epidemiology), Incidence, Spatial epidemiology, Middle Aged, Infectious Diseases, Geography, Medical Microbiology, Viral Pathogens, Child, Preschool, Viruses, Female, Pathogens, Public aspects of medicine, RA1-1270, Research Article, Adult, medicine.medical_specialty, Aedes albopictus, Asia, Adolescent, Mosquito Vectors, Microbiology, Young Adult, Age Distribution, Environmental health, medicine, Animals, Humans, Microbial Pathogens, Flaviviruses, Public Health, Environmental and Occupational Health, Malaysia, Organisms, Outbreak, Biology and Life Sciences, Infant, Dengue Virus, biology.organism_classification, medicine.disease, Case definition, Age Groups, People and Places, Population Groupings, Zoology, Entomology, Developmental Biology
Abstract: In South East Asia, dengue epidemics have increased in size and geographical distribution in recent years. We examined the spatiotemporal distribution and epidemiological characteristics of reported dengue cases in the predominantly rural state of Sabah, in Malaysian Borneo–an area where sylvatic and urban circulation of pathogens are known to intersect. Using a public health data set of routinely notified dengue cases in Sabah between 2010 and 2016, we described demographic and entomological risk factors, both before and after a 2014 change in the clinical case definition for the disease. Annual dengue incidence rates were spatially variable over the 7-year study period from 2010–2016 (state-wide mean annual incidence of 21 cases/100,000 people; range 5-42/100,000), but were highest in rural localities in the western districts of the state (Kuala Penyu, Nabawan, Tenom and Kota Marudu). Eastern districts exhibited lower overall dengue rates, although a high proportion of severe (haemorrhagic) dengue cases (44%) were focused in Sandakan and Tawau. Dengue incidence was highest for those aged between 10 and 29 years (24/100,000), and was slightly higher for males compared to females. Available vector surveillance data indicated that during large outbreaks in 2015 and 2016 the mosquito Aedes albopictus was more prevalent in both urban and rural households (House Index of 64%) than Ae. aegypti (15%). Demographic patterns remained unchanged both before and after the dengue case definition was changed; however, in the years following the change, reported case numbers increased substantially. Overall, these findings suggest that dengue outbreaks in Sabah are increasing in both urban and rural settings. Future studies to better understand the drivers of risk in specific age groups, genders and geographic locations, and to test the potential role of Ae. albopictus in transmission, may help target dengue prevention and control efforts., Author summary In order to combat the rising regional incidence of dengue in South East Asia, incidence patterns must be better characterised within different ecological settings. We conducted the first retrospective analysis of dengue epidemiology in the predominantly rural state of Sabah, Malaysia, where both urban and sylvatic transmission cycles exist. Human notification data over a 7-year period were reviewed and spatiotemporal and demographic risk factors identified. We found that: 1. While urban habitats do play a role in mediating the spread of dengue in Sabah, cases from both urban and rural localities contributed equally to dengue outbreaks; 2. Human demographic risk factors included being aged between 10 and 29 years, and being male; 3. Cases of severe dengue were more common in the eastern districts of the state–almost half of severe dengue cases were reported from Sandakan and Tawau; and 4. The presence of Aedes albopictus in and around the majority of urban and rural case households, often in the apparent absence of Ae. aegypti, suggests that its role in transmission requires further investigation. This study emphasises that increasing incidence of dengue in urban South East Asia is also mirrored in more rural areas, and suggests a need for control strategies that address both urban and rural dengue risk.
Published: 2020

26. Attitudes toward epilepsy in East Malaysia using the Public Attitudes Toward Epilepsy (PATE) scale

Author: Zhi-Jien Chia, Kheng Seang Lim, Giri Shan Rajahram, Si-Lei Fong, Rachel Siew-Hung Sim, Vairavan Narayanan, and Chong Tin Tan
Subjects: Adult, Male, Health Knowledge, Attitudes, Practice, Adolescent, Population, Social Stigma, Indigenous, 03 medical and health sciences, Behavioral Neuroscience, Epilepsy, Young Adult, 0302 clinical medicine, Population Groups, Surveys and Questionnaires, parasitic diseases, medicine, Humans, 030212 general & internal medicine, Sociocultural evolution, education, education.field_of_study, Malaysia, Middle Aged, medicine.disease, Metropolitan area, Neurology, Public Opinion, Female, Neurology (clinical), Psychology, 030217 neurology & neurosurgery, Demography
Abstract: Epilepsy stigma is an important issue affecting people with epilepsy (PWE) in various social aspects of life. Most studies on stigma were among the metropolitan population but rarely on indigenous people. Hence, this study aimed to understand the attitudes toward epilepsy of the East Malaysians, comparing with the West Malaysians previously reported.This study was performed among the indigenous people in Kuching and Sibu (Sarawak) and Kota Kinabalu (Sabah) using the Public Attitudes Toward Epilepsy (PATE) scale. A higher score indicates poorer attitude.A total of 360 respondents (41.7% Kadazan-Dusun, 30.6% Bidayuh, and 24.7% Iban) aged 34.6 ± 12.6 years completed the questionnaire. They were predominantly females and had lower education level and income compared with the West Malaysians. The Sabah population had significantly lower mean scores (better attitudes) than those in Sarawak, in both personal and general domains (p .001). As compared with West Malaysia, the mean score in the personal domain was significantly lower in Sabah, while Sarawak had significantly higher scores in general domain (p .001). Subanalysis showed that the Sabah population had better attitudes toward marriage and employment in PWE than the West Malaysians, whereas Sarawak had poorer attitudes toward education and social contact in PWE.The attitudes toward epilepsy were different among the indigenous populations in Sabah and Sarawak, and from the West Malaysians, which could be attributable to their sociocultural differences.
Published: 2020

27. How can gastro-intestinal tuberculosis diagnosis be improved? A prospective cohort study

Author: Anna P. Ralph, Timothy William, Giri Shan Rajahram, Aatish Patel, Raman Muthu Karuppan, Nagaraj Sriram, Emma Schimann, Soraya A. M. Fadhil, Jayaram Menon, Gayathri D. Krishnan, Christopher Lowbridge, and Dawn Carmel Paul
Subjects: Adult, Male, 0301 basic medicine, medicine.medical_specialty, Adolescent, Extra-pulmonary tuberculosis, 030231 tropical medicine, 030106 microbiology, GeneXpert, Sensitivity and Specificity, lcsh:Infectious and parasitic diseases, Cohort Studies, 03 medical and health sciences, Age Distribution, 0302 clinical medicine, Medical microbiology, Tuberculosis diagnosis, Gastro-intestinal tuberculosis, Internal medicine, Diagnosis, medicine, Humans, lcsh:RC109-216, Diagnosis, Computer-Assisted, Prospective Studies, Medical diagnosis, Adverse effect, Prospective cohort study, Aged, Aged, 80 and over, Microscopy, GeneXpert MTB/RIF, Diagnostic Tests, Routine, business.industry, Malaysia, Mycobacterium tuberculosis, Gold standard (test), Middle Aged, 3. Good health, Infectious Diseases, Tuberculosis, Gastrointestinal, Female, Cohort study, business, Algorithms, Research Article
Abstract: Background Gastrointestinal tuberculosis (TB) is diagnostically challenging; therefore, many cases are treated presumptively. We aimed to describe features and outcomes of gastrointestinal TB, determine whether a clinical algorithm could distinguish TB from non-TB diagnoses, and calculate accuracy of diagnostic tests. Methods We conducted a prospective cohort study of hospitalized patients in Kota Kinabalu, Malaysia, with suspected gastrointestinal TB. We recorded clinical and laboratory characteristics and outcomes. Tissue samples were submitted for histology, microscopy, culture and GeneXpert MTB/RIF®. Patients were followed for up to 2 years. Results Among 88 patients with suspected gastrointestinal TB, 69 were included in analyses; 52 (75%) had a final diagnosis of gastrointestinal TB; 17 had a non-TB diagnosis. People with TB were younger (42.7 versus 61.5 years, p = 0.01) and more likely to have weight loss (91% versus 64%, p = 0.03). An algorithm using age 26 g/L, platelets > 340 × 109/L and immunocompromise had good specificity (96.2%) in predicting TB, but very poor sensitivity (16.0%). GeneXpert® performed very well on gastrointestinal biopsies (sensitivity 95.7% versus 35.0% for culture against a gold standard composite case definition of confirmed TB). Most patients (79%) successfully completed treatment and no treatment failure occurred, however adverse events (21%) and mortality (13%) among TB cases were high. We found no evidence that 6 months of treatment was inferior to longer courses. Conclusions The prospective design provides important insights for clinicians managing gastrointestinal TB. We recommend wider implementation of high-performing diagnostic tests such as GeneXpert® on extra-pulmonary samples.
Published: 2020

28. Artemether-Lumefantrine Versus Chloroquine for the Treatment of Uncomplicated Plasmodium knowlesi Malaria: An Open-Label Randomized Controlled Trial CAN KNOW

Author: Matthew J. Grigg, Arjun Chandna, Timothy William, Giri Shan Rajahram, Kaajal Patel, Emma Schimann, Nicholas M. Anstey, Christopher S. Wilkes, Jayaram Menon, Bridget E. Barber, Ric N. Price, Tsin W. Yeo, and Lee Kong Chian School of Medicine (LKCMedicine)
Subjects: Male, Artemether/lumefantrine, Parasitemia, artemether-lumefantrine, chemistry.chemical_compound, 0302 clinical medicine, Plasmodium Knowlesi, Chloroquine, 030212 general & internal medicine, Artemether, Child, Articles and Commentaries, biology, Middle Aged, 3. Good health, Treatment Outcome, Infectious Diseases, Tolerability, Child, Preschool, Plasmodium knowlesi, Female, medicine.drug, Adult, Microbiology (medical), medicine.medical_specialty, Adolescent, Drug-Related Side Effects and Adverse Reactions, 030231 tropical medicine, malaria, Lumefantrine, Antimalarials, Young Adult, 03 medical and health sciences, Internal medicine, parasitic diseases, medicine, Humans, Medicine [Science], Aged, business.industry, Artemether, Lumefantrine Drug Combination, Malaysia, medicine.disease, biology.organism_classification, Malaria, chemistry, randomized controlled trial, business
Abstract: AL is highly efficacious for treating uncomplicated Plasmodium knowlesi malaria; its excellent tolerability and rapid therapeutic response allowed earlier hospital discharge, and support its use as a first-line artemisinin-combination therapy treatment policy for all Plasmodium species in Malaysia., Background Plasmodium knowlesi is reported increasingly across Southeast Asia and is the most common cause of malaria in Malaysia. No randomized trials have assessed the comparative efficacy of artemether-lumefantrine (AL) for knowlesi malaria. Methods A randomized controlled trial was conducted in 3 district hospitals in Sabah, Malaysia to compare the efficacy of AL against chloroquine (CQ) for uncomplicated knowlesi malaria. Participants were included if they weighed >10 kg, had a parasitemia count
Published: 2017

29. Spatial and epidemiologic features of dengue in Sabah, Malaysia

Author: Gregor J. Devine, Francesca D. Frentiu, Timothy William, Giri Shan Rajahram, Wenbiao Hu, Marilyn Maluda, Simon Reid, Jenarun Jilip, and Amanda Murphy
Subjects: Aedes albopictus, biology, Incidence (epidemiology), Outbreak, Dengue virus, medicine.disease, biology.organism_classification, medicine.disease_cause, law.invention, Dengue fever, Geography, Transmission (mechanics), law, Vector (epidemiology), medicine, Rural area, Socioeconomics
Abstract: In South East Asia, dengue epidemics have increased in size and geographical distribution in recent years. Most studies investigating dengue transmission and control have had an urban focus, while less consideration is currently given to rural settings, or where urban and rural areas overlap. We examined the spatiotemporal distribution and epidemiological characteristics of reported dengue cases in the predominantly rural state of Sabah, in Malaysian Borneo – an area where sylvatic and urban circulation of pathogens are known to intersect. We found that annual dengue incidence rates were spatially variable over the 7-year study period from 2010-2016 (state-wide mean annual incidence of 21 cases/100,000 people; range 5-42/100,000), but were highest in rural localities in the western districts of the state (Kuala Penyu, Nabawan, Tenom and Kota Marudu). The eastern districts exhibited lower overall dengue rates; however, we noted a concentration of severe (haemorrhagic) dengue cases (44%) in Sandakan and Tawau districts. Dengue incidence was slightly higher for males than females, and was significantly higher for both genders aged between 10 and 29 years (24/100,000; p=0.029). The largest ever recorded outbreaks occurred during 2015-2016, with the vector Aedes albopictus found to be most prevalent in both urban and rural households (House Index of 64%), compared with Ae. Aegypti (15%). These findings suggest that dengue outbreaks in Sabah are driven by the sporadic expansion of dengue virus in both urban and rural settings. This may require tailoring of preventative strategies to suit different transmission ecologies across Sabah. Further studies to better understand the drivers of dengue in Sabah may aid dengue control efforts in Malaysia, and more broadly in South East Asia.Author summaryIn order to combat the rising regional incidence of dengue in South East Asia, the drivers of transmission must be better characterised across different environmental settings. We conducted the first retrospective analysis of dengue epidemiology in the predominantly rural state of Sabah, Malaysia, where both urban and sylvatic transmission cycles exist. Human notification data over a 7-year period were reviewed and spatiotemporal and demographic risk factors identified. We found: Urban habitats and population density are not the only determinants mediating the spread of epidemic dengue in Sabah. Case from both urban and rural localities contributed equally to dengue outbreaks.Human demographic risk factors included being aged between 10 and 29 years, and being male.High incidence areas for dengue do not predict the occurrence of severe dengue. Severe dengue was largely localised to lower incidence districts in the east of the state.The sole presence of Aedes albopictus in and around the majority of urban and rural case households suggests that this vector may play a major role in facilitating outbreaks.A complex interplay of risk factors likely mediates dengue transmission in Sabah, influenced by both regional climate trends and localised human and ecological influences. This study emphasises that the increasing spread of dengue in urban South East Asia is also mirrored in more rural areas, and suggests a need for control strategies that address both urban and rural dengue risk.
Published: 2019
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30. Plasmodium falciparum artemisinin resistance monitoring in Sabah, Malaysia: in vivo therapeutic efficacy and kelch13 molecular marker surveillance

Author: Nicholas M. Anstey, Jenarun Jelip, Matthew J. Grigg, Sarah Auburn, Kim A. Piera, Timothy William, Tsin W. Yeo, Jutta Marfurt, Giri Shan Rajahram, Jayaram Menon, Ric N. Price, Ammar Aziz, Bridget E. Barber, and Lee Kong Chian School of Medicine (LKCMedicine)
Subjects: Male, Drug Resistance, Protozoan Proteins, Drug resistance, Parasite Load, kelch, chemistry.chemical_compound, 0302 clinical medicine, Science::Medicine [DRNTU], 030212 general & internal medicine, Artemisinin, Malaria, Falciparum, Child, Artemisinin-resistance, K13, Molecular Epidemiology, biology, Mefloquine, Middle Aged, Artemisinins, 3. Good health, Plasmodium Falciparum, Infectious Diseases, Treatment Outcome, Child, Preschool, Female, medicine.drug, Adult, Genetic Markers, medicine.medical_specialty, lcsh:Arctic medicine. Tropical medicine, Adolescent, lcsh:RC955-962, 030231 tropical medicine, Plasmodium falciparum, lcsh:Infectious and parasitic diseases, 03 medical and health sciences, Antimalarials, Young Adult, Internal medicine, parasitic diseases, medicine, Humans, lcsh:RC109-216, business.industry, Research, Malaysia, medicine.disease, biology.organism_classification, Malaria, Parasitology, chemistry, Artesunate, Tropical medicine, business
Abstract: Background Spreading Plasmodium falciparum artemisinin drug resistance threatens global malaria public health gains. Limited data exist to define the extent of P. falciparum artemisinin resistance southeast of the Greater Mekong region in Malaysia. Methods A clinical efficacy study of oral artesunate (total target dose 12 mg/kg) daily for 3 days was conducted in patients with uncomplicated falciparum malaria and a parasite count
Published: 2018

31. Congenital myasthenic syndrome due to novel CHAT mutations in an ethnic kadazandusun family

Author: Giri Shan Rajahram, Khean Jin Goh, Joo-San Tan, Tomica Ambang, Kum Thong Wong, and Azlina Ahmad-Annuar
Subjects: 0301 basic medicine, medicine.medical_specialty, Pediatrics, Physiology, Edrophonium, Gene mutation, 03 medical and health sciences, Cellular and Molecular Neuroscience, 0302 clinical medicine, Ptosis, Physiology (medical), Internal medicine, medicine, Repetitive nerve stimulation, Ulnar nerve, business.industry, Congenital myasthenic syndrome, medicine.disease, Choline acetyltransferase, body regions, 030104 developmental biology, Endocrinology, Pyridostigmine, Neurology (clinical), medicine.symptom, business, 030217 neurology & neurosurgery, medicine.drug
Abstract: Introduction Choline acetyltransferase (CHAT) gene mutations cause a rare presynaptic congenital myasthenic syndrome due to impaired acetylcholine resynthesis. Methods We report 2 Kadazandusun brothers with novel heterozygous CHAT mutations. Results The siblings were from a family of 7 children of nonconsanguineous parents, 3 who died from apneic crises. Both presented in infancy with ptosis and exertional limb weakness, but only 1 apnea episode was reported in the older sibling. The elder brother had a positive edrophonium test, and both were negative for acetylcholine receptor antibodies but improved with pyridostigmine treatment. A subsequent repetitive nerve stimulation test showed marked decremental response in the abductor digiti minimi only after prolonged ulnar nerve stimulation. Two novel CHAT gene mutations, p.Val306Leu and p.Ser704del were detected; the parents carried 1 mutation each. Conclusions Differences in survival demonstrate phenotypic variability within the same family and a relatively good long-term outcome of the surviving siblings.
Published: 2016

32. Deaths From Plasmodium knowlesi Malaria: Case Series and Systematic Review

Author: Matthew J. Grigg, Nicholas M. Anstey, Bridget E. Barber, Daniel J. Cooper, Timothy William, and Giri Shan Rajahram
Subjects: Microbiology (medical), Adult, Male, sex differences, Pediatrics, medicine.medical_specialty, knowlesi, malaria, Comorbidity, chemistry.chemical_compound, Antimalarials, Young Adult, Sex Factors, Pregnancy, Risk Factors, Case fatality rate, medicine, Humans, Plasmodium knowlesi, Aged, Aged, 80 and over, biology, business.industry, Incidence (epidemiology), Incidence, Age Factors, Malaysia, Odds ratio, Middle Aged, biology.organism_classification, medicine.disease, Artemisinins, Major Articles and Commentaries, deaths, Infectious Diseases, chemistry, Artesunate, Administration, Intravenous, Female, business, Malaria
Abstract: Background Plasmodium knowlesi causes severe and fatal malaria, and incidence in Southeast Asia is increasing. Factors associated with death are not clearly defined. Methods All malaria deaths in Sabah, Malaysia, from 2015 to 2017 were identified from mandatory reporting to the Sabah Department of Health. Case notes were reviewed, and a systematic review of these and all previously reported fatal P. knowlesi cases was conducted. Case fatality rates (CFRs) during 2010–2017 were calculated using incidence data from the Sabah Department of Health. Results Six malaria deaths occurred in Sabah during 2015–2017, all from P. knowlesi. Median age was 40 (range, 23–58) years; 4 cases (67%) were male. Three (50%) had significant cardiovascular comorbidities and 1 was pregnant. Delays in administering appropriate therapy contributed to 3 (50%) deaths. An additional 26 fatal cases were included in the systematic review. Among all 32 cases, 18 (56%) were male; median age was 56 (range, 23–84) years. Cardiovascular-metabolic disease, microscopic misdiagnosis, and delay in commencing intravenous treatment were identified in 11 of 32 (34%), 26 of 29 (90%), and 11 of 31 (36%) cases, respectively. The overall CFR during 2010–2017 was 2.5/1000: 6.0/1000 for women and 1.7/1000 for men (P = .01). Independent risk factors for death included female sex (odds ratio, 2.6; P = .04), and age ≥45 years (odds ratio, 4.7; P < .01). Conclusions Earlier presentation, more rapid diagnosis, and administration of intravenous artesunate may avoid fatal outcomes, particularly in females, older adults, and patients with cardiovascular comorbidities., Six deaths from Plasmodium knowlesi malaria in Sabah, Malaysia in 2015–2017 and 26 previously reported deaths were reviewed. Associated factors included female sex; age ≥45 years; cardiovascular-metabolic comorbidities; and delays in presentation, diagnosis, and treatment.
Published: 2018

33. The effect of regularly dosed paracetamol versus no paracetamol on renal function in Plasmodium knowlesi malaria (PACKNOW): study protocol for a randomised controlled trial

Author: Bridget E. Barber, Mark D. Chatfield, Katherine Plewes, Nicholas M. Anstey, Arjen M. Dondorp, Tsin W. Yeo, Daniel J. Cooper, Matthew J. Grigg, Kim A. Piera, Timothy William, Giri Shan Rajahram, and Lee Kong Chian School of Medicine (LKCMedicine)
Subjects: 0301 basic medicine, medicine.medical_specialty, Time Factors, Population, Medicine (miscellaneous), Renal function, Hemolysis, Antioxidants, Study Protocol, 03 medical and health sciences, Plasmodium Knowlesi, Risk Factors, Internal medicine, parasitic diseases, medicine, Clinical endpoint, Humans, Multicenter Studies as Topic, Plasmodium knowlesi, Pharmacology (medical), education, Acetaminophen, Randomized Controlled Trials as Topic, lcsh:R5-920, education.field_of_study, biology, business.industry, Malaysia, Acute kidney injury, Acute Kidney Injury, medicine.disease, biology.organism_classification, Haemolysis, Malaria, 3. Good health, Oxidative Stress, Paracetamol, Treatment Outcome, 030104 developmental biology, lcsh:Medicine (General), business, Biomarkers, Kidney disease
Abstract: Background Plasmodium knowlesi is the most common cause of human malaria in Malaysia. Acute kidney injury (AKI) is a frequent complication. AKI of any cause can have long-term consequences, including increased risk of chronic kidney disease, adverse cardiovascular events and increased mortality. Additional management strategies are therefore needed to reduce the frequency and severity of AKI in malaria. In falciparum malaria, cell-free haemoglobin (CFHb)-mediated oxidative damage contributes to AKI. The inexpensive and widely available drug paracetamol inhibits CFHb-induced lipid peroxidation via reduction of ferryl haem to the less toxic Fe3+ state, and has been shown to reduce oxidative damage and improve renal function in patients with sepsis complicated by haemolysis as well as in falciparum malaria. This study aims to assess the ability of regularly dosed paracetamol to reduce the incidence and severity of AKI in knowlesi malaria by attenuating haemolysis-induced oxidative damage. Methods PACKNOW is a two-arm, open-label randomised controlled trial of adjunctive paracetamol versus no paracetamol in patients aged ≥ 5 years with knowlesi malaria, conducted over a 2-year period at four hospital sites in Sabah, Malaysia. The primary endpoint of change in creatinine from enrolment to 72 h will be evaluated by analysis of covariance (ANCOVA) using enrolment creatinine as a covariate. Secondary endpoints include longitudinal changes in markers of oxidative stress (plasma F2-isoprostanes and isofurans) and markers of endothelial activation/Weibel–Palade body release (angiopoietin-2, von Willebrand Factor, P-selectin, osteoprotegerin) over 72 h, as well as blood and urine biomarkers of AKI. This study will be powered to detect a difference between the two treatment arms in a clinically relevant population including adults and children with knowlesi malaria of any severity. Discussion Paracetamol is widely available and has an excellent safety profile; if a renoprotective effect is demonstrated, this trial will support the administration of regularly dosed paracetamol to all patients with knowlesi malaria. The secondary outcomes in this study will provide further insights into the pathophysiology of haemolysis-induced oxidative damage and acute kidney injury in knowlesi malaria and other haemolytic diseases. Trial registration Clinicaltrials.gov, NCT03056391. Registered on 12 October 2016. Electronic supplementary material The online version of this article (10.1186/s13063-018-2600-0) contains supplementary material, which is available to authorized users.
Published: 2018

34. World Malaria Report: time to acknowledge Plasmodium knowlesi malaria

Author: Nicholas M. Anstey, Matthew J. Grigg, Giri Shan Rajahram, Bridget E. Barber, and Timothy William
Subjects: 0301 basic medicine, Opinion, medicine.medical_specialty, Asia, lcsh:Arctic medicine. Tropical medicine, World Malaria Report, lcsh:RC955-962, 030231 tropical medicine, Simian, Global Health, World Health Organization, World health, lcsh:Infectious and parasitic diseases, Southeast asia, 03 medical and health sciences, 0302 clinical medicine, Environmental health, parasitic diseases, Prevalence, medicine, Humans, Plasmodium knowlesi, lcsh:RC109-216, Asia, Southeastern, biology, Public health, Malaysia, biology.organism_classification, medicine.disease, Virology, Malaria, 030104 developmental biology, Infectious Diseases, Communicable Disease Control, Tropical medicine, Parasitology
Abstract: Background The 2016 World Health Organization (WHO) World Malaria Report documents substantial progress towards control and elimination of malaria. However, major challenges remain. In some regions of Southeast Asia, the simian parasite Plasmodium knowlesi has emerged as an important cause of human malaria, and the authors believe this species warrants regular inclusion in the World Malaria Report. Main text Plasmodium knowlesi is the most common cause of malaria in Malaysia, and cases have also been reported in nearly all countries of Southeast Asia. Outside of Malaysia, P. knowlesi is frequently misdiagnosed by microscopy as Plasmodium falciparum or Plasmodium vivax. Thus, P. knowlesi may be underdiagnosed in affected regions and its true incidence underestimated. Acknowledgement in the World Malaria Report of the regional importance of P. knowlesi will facilitate efforts to improve surveillance of this emerging parasite. Furthermore, increased recognition will likely lead to improved delivery of effective treatment for this potentially fatal infection, as has occurred in Malaysia where P. knowlesi case-fatality rates have fallen despite rising incidence. In a number of knowlesi-endemic countries, substantial progress has been made towards the elimination of P. vivax and P. falciparum. However, efforts to eliminate these human-only species should not preclude efforts to reduce human malaria from P. knowlesi. The regional importance of knowlesi malaria was recognized by the WHO with its recent Evidence Review Group meeting on knowlesi malaria to address strategies for prevention and mitigation. Conclusion The WHO World Malaria Report has an appropriate focus on falciparum and vivax malaria, the major causes of global mortality and morbidity. However, the authors hope that in future years this important publication will also incorporate data on the progress and challenges in reducing knowlesi malaria in regions where transmission occurs.
Published: 2017

35. Case report: two human Streptococcus suis infections in Borneo, Sabah, Malaysia

Author: Giri Shan Rajahram, Tsin W. Yeo, Timothy William, Paul A. Tambyah, Jayaram Menon, Ahneez Bt Abdul Hameed, and Lee Kong Chian School of Medicine (LKCMedicine)
Subjects: 0301 basic medicine, Adult, Male, Veterinary medicine, medicine.medical_specialty, Streptococcus suis, 030106 microbiology, Sus scrofa, Case Report, 03 medical and health sciences, Medical microbiology, Borneo, Environmental health, Streptococcal Infections, Zoonoses, Epidemiology, medicine, Pig farming, Animals, Humans, Meningitis, Sabah, biology, Zoonotic Infection, business.industry, Public health, Malaysia, Toxic shock syndrome, medicine.disease, biology.organism_classification, 030104 developmental biology, Infectious Diseases, Parasitology, business
Abstract: Background: Streptococcus Suis (S.suis) is increasingly being recognised as a potentially preventable emerging zoonotic infection in humans with a global distribution. It is a major cause of meningitis especially among those in contact with pigs and has also been associated with a toxic shock syndrome. Case presentations: We report the first two human cases from Sabah, Borneo, Malaysia which expands the global reach of this important pathogen. Here, we illustrate their epidemiological risk factors, clinical presentation and resulting sequelae of both patients. Conclusion: The continued public health threat of zoonotic infections such as S.suis, highlights the need for accurate epidemiological surveillance, regulation of pig farming, slaughtering and continued advocacy of best practices for pork preparation and consumption. Published version
Published: 2017

36. A study protocol for a randomised open-label clinical trial of artesunate-mefloquine versus chloroquine in patients with non-severe Plasmodium knowlesi malaria in Sabah, Malaysia (ACT KNOW trial)

Author: Nicholas M. Anstey, Jayaram Menon, Tsin W. Yeo, Ric N. Price, Bridget E. Barber, Matthew J. Grigg, Prabakaran Dhanaraj, L von Seidlein, Timothy William, and Giri Shan Rajahram
Subjects: Male, medicine.medical_specialty, Artesunate, Severity of Illness Index, chemistry.chemical_compound, Antimalarials, Chloroquine, Internal medicine, parasitic diseases, Gametocyte, Protocol, Medicine, Humans, Plasmodium knowlesi, Antimalarial Agent, biology, business.industry, Mefloquine, PARASITOLOGY, Malaysia, General Medicine, medicine.disease, biology.organism_classification, Artemisinins, 3. Good health, Surgery, Malaria, Clinical trial, Infectious Diseases, chemistry, Research Design, Female, business, medicine.drug
Abstract: INTRODUCTION: Malaria due to Plasmodium knowlesi is reported throughout South-East Asia, and is the commonest cause of it in Malaysia. P. knowlesi replicates every 24 h and can cause severe disease and death. Current 2010 WHO Malaria Treatment Guidelines have no recommendations for the optimal treatment of non-severe knowlesi malaria. Artemisinin-combination therapies (ACT) and chloroquine have each been successfully used to treat knowlesi malaria; however, the rapidity of parasite clearance has not been prospectively compared. Malaysia's national policy for malaria pre-elimination involves mandatory hospital admission for confirmed malaria cases with discharge only after two negative blood films; use of a more rapidly acting antimalarial agent would have health cost benefits. P. knowlesi is commonly microscopically misreported as P. malariae, P. falciparum or P. vivax, with a high proportion of the latter two species being chloroquine-resistant in Malaysia. A unified ACT-treatment protocol would provide effective blood stage malaria treatment for all Plasmodium species.METHODS AND ANALYSIS: ACT KNOW, the first randomised controlled trial ever performed in knowlesi malaria, is a two-arm open-label trial with enrolments over a 2-year period at three district sites in Sabah, powered to show a difference in proportion of patients negative for malaria by microscopy at 24 h between treatment arms (clinicaltrials.gov #NCT01708876). Enrolments started in December 2012, with completion expected by September 2014. A total sample size of 228 is required to give 90% power (α 0.05) to determine the primary end point using intention-to-treat analysis. Secondary end points include parasite clearance time, rates of recurrent infection/treatment failure to day 42, gametocyte carriage throughout follow-up and rates of anaemia at day 28, as determined by survival analysis. ETHICS AND DISSEMINATION: This study has been approved by relevant institutional ethics committees in Malaysia and Australia. Results will be disseminated to inform knowlesi malaria treatment policy in this region through peer-reviewed publications and academic presentations.TRIAL REGISTRATION NUMBER: NCT01708876.
Published: 2016

37. Efficacy of artesunate-mefloquine for chloroquine-resistant Plasmodium vivax malaria in Malaysia: An open-label, randomized, controlled trial

Author: Matthew J. Grigg, Tsin W. Yeo, Michael D. Edstein, Ric N. Price, Giri Shan Rajahram, Nicholas M. Anstey, Jayaram Menon, Christopher S. Wilkes, Bridget E. Barber, Sarah Auburn, Timothy William, and Lee Kong Chian School of Medicine (LKCMedicine)
Subjects: Male, Primaquine, Plasmodium vivax, Drug Resistance, Artesunate, chemistry.chemical_compound, 0302 clinical medicine, 030212 general & internal medicine, Child, Articles and Commentaries, education.field_of_study, biology, Mefloquine, Chloroquine, Middle Aged, Artemisinins, 3. Good health, Treatment Outcome, Infectious Diseases, Child, Preschool, Plasmodium knowlesi, Female, artesunate-mefloquine, medicine.drug, Adult, Microbiology (medical), Adolescent, 030231 tropical medicine, Population, malaria, Antimalarials, Young Adult, 03 medical and health sciences, Environmental health, parasitic diseases, Malaria, Vivax, medicine, Gametocyte, Humans, education, Aged, randomized, controlled trial, business.industry, Infant, medicine.disease, biology.organism_classification, Malaria, chemistry, Immunology, business
Abstract: High-grade chloroquine (CQ)-resistant Plasmodium vivax is prevalent in eastern Malaysia. Artesunate-mefloquine is an efficacious artemisinin combination therapy (ACT) for all malaria species. Wider CQ-efficacy surveillance is needed in vivax-endemic regions with earlier replacement with ACT when treatment failure is detected., Background. Chloroquine (CQ)-resistant Plasmodium vivax is increasingly reported throughout southeast Asia. The efficacy of CQ and alternative artemisinin combination therapies (ACTs) for vivax malaria in Malaysia is unknown. Methods. A randomized, controlled trial of CQ vs artesunate-mefloquine (AS-MQ) for uncomplicated vivax malaria was conducted in 3 district hospitals in Sabah, Malaysia. Primaquine was administered on day 28. The primary outcome was the cumulative risk of treatment failure by day 28 by Kaplan–Meier analysis. Results. From 2012 to 2014, 103 adults and children were enrolled. Treatment failure by day 28 was 61.1% (95% confidence interval [CI], 46.8–75.6) after CQ and 0% (95% CI, 0–.08) following AS-MQ (P < .001), of which 8.2% (95% CI, 2.5–9.6) were early treatment failures. All patients with treatment failure had therapeutic plasma CQ concentrations at day 7. Compared with CQ, AS-MQ was associated with faster parasite clearance (normalized clearance slope, 0.311 vs 0.127; P < .001) and fever clearance (mean, 19.0 vs 37.7 hours; P = .001) and with lower risk of anemia at day 28 (odds ratio = 3.7; 95% CI, 1.5–9.3; P = .005). Gametocytes were present at day 28 in 23.8% (10/42) of patients following CQ vs none with AS-MQ (P < .001). AS-MQ resulted in lower bed occupancy: 4037 vs 6510 days/1000 patients (incidence rate ratio 0.62; 95% CI, .60–.65; P < .001). One patient developed severe anemia not regarded as related to their AS-MQ treatment. Conclusions. High-grade CQ-resistant P. vivax is prevalent in eastern Malaysia. AS-MQ is an efficacious ACT for all malaria species. Wider CQ-efficacy surveillance is needed in vivax-endemic regions with earlier replacement with ACT when treatment failure is detected. Clinical Trials Registration. NCT01708876.
Published: 2016

38. Congenital myasthenic syndrome due to novel CHAT mutations in an ethnic kadazandusun family

Author: Joo-San, Tan, Tomica, Ambang, Azlina, Ahmad-Annuar, Giri Shan, Rajahram, Kum Thong, Wong, and Khean Jin, Goh
Subjects: Male, Myasthenic Syndromes, Congenital, Heterozygote, Young Adult, Asian People, Siblings, Mutation, Malaysia, Humans, Cholinesterase Inhibitors, Choline O-Acetyltransferase, Pedigree, Pyridostigmine Bromide
Abstract: Choline acetyltransferase (CHAT) gene mutations cause a rare presynaptic congenital myasthenic syndrome due to impaired acetylcholine resynthesis.We report 2 Kadazandusun brothers with novel heterozygous CHAT mutations.The siblings were from a family of 7 children of nonconsanguineous parents, 3 who died from apneic crises. Both presented in infancy with ptosis and exertional limb weakness, but only 1 apnea episode was reported in the older sibling. The elder brother had a positive edrophonium test, and both were negative for acetylcholine receptor antibodies but improved with pyridostigmine treatment. A subsequent repetitive nerve stimulation test showed marked decremental response in the abductor digiti minimi only after prolonged ulnar nerve stimulation. Two novel CHAT gene mutations, p.Val306Leu and p.Ser704del were detected; the parents carried 1 mutation each.Differences in survival demonstrate phenotypic variability within the same family and a relatively good long-term outcome of the surviving siblings.
Published: 2016

39. Severe Plasmodium knowlesi Malaria in a Tertiary Care Hospital, Sabah, Malaysia

Author: Timothy William, Serena Khoo, Leslie Chan, Giri Shan Rajahram, Samantha Donaldson, Charlie Fredrick, Jenarun Jelip, Jayaram Menon, Gordon Ma, Nicholas M. Anstey, and Tsin W. Yeo
Subjects: Sabab, Epidemiology, lcsh:Medicine, Parasitemia, Polymerase Chain Reaction, Severity of Illness Index, chemistry.chemical_compound, Hospitals, Urban, Chloroquine, Artemisinin, Quinine, Microscopy, Respiratory Distress Syndrome, biology, Respiratory distress, Malaysian Borneo, Shock, Acute Kidney Injury, Middle Aged, Artemisinins, Survival Rate, Infectious Diseases, Ethanolamines, Plasmodium knowlesi, Female, Artemether, medicine.drug, Microbiology (medical), Adult, medicine.medical_specialty, parasites, artemisinin derivatives, lcsh:Infectious and parasitic diseases, Antimalarials, Severe malaria, Internal medicine, parasitic diseases, medicine, Humans, lcsh:RC109-216, Fluorenes, Lumefantrine, business.industry, Patient Selection, Research, lcsh:R, Malaysia, medicine.disease, biology.organism_classification, Malaria, chemistry, Artesunate, Immunology, artesunate, business
Abstract: The simian parasite Plasmodium knowlesi causes severe human malaria; the optimal treatment remains unknown. We describe the clinical features, disease spectrum, and response to antimalarial chemotherapy, including artemether-lumefantrine and artesunate, in patients with P. knowlesi malaria diagnosed by PCR during December 2007–November 2009 at a tertiary care hospital in Sabah, Malaysia. Fifty-six patients had PCR-confirmed P. knowlesi monoinfection and clinical records available for review. Twenty-two (39%) had severe malaria; of these, 6 (27%) died. Thirteen (59%) had respiratory distress; 12 (55%), acute renal failure; and 12, shock. None experienced coma. Patients with uncomplicated disease received chloroquine, quinine, or artemether-lumefantrine, and those with severe disease received intravenous quinine or artesunate. Parasite clearance times were 1–2 days shorter with either artemether-lumefantrine or artesunate treatment. P. knowlesi is a major cause of severe and fatal malaria in Sabah. Artemisinin derivatives rapidly clear parasitemia and are efficacious in treating uncomplicated and severe knowlesi malaria.
Published: 2011

40. R54C Mutation of NOTCH3 Gene in the First Rungus Family with CADASIL

Author: Chun Shen Lim, Ping Chin Lee, Ching Ching Ng, Ai Huey Tan, Norlisah Ramli, Kek Heng Chua, Giri Shan Rajahram, Meenakshi B. Bhattacharjee, Kheng Seang Lim, Kum Thong Wong, and Fatimah Tina Hussin
Subjects: Adult, Male, Pathology, medicine.medical_specialty, Mutation, Missense, lcsh:Medicine, CADASIL, Biology, Exon, medicine, Missense mutation, Dementia, Humans, Sibling, lcsh:Science, Stroke, Receptor, Notch3, Genetics, Multidisciplinary, Receptors, Notch, lcsh:R, Malaysia, Correction, Exons, Middle Aged, medicine.disease, Penetrance, Pedigree, Mutation (genetic algorithm), lcsh:Q, Female, Research Article
Abstract: Cerebral autosomal dominant arteriopathy with subcortical infarcts and leukoencephalopathy (CADASIL) is a rare hereditary stroke caused by mutations in NOTCH3 gene. We report the first case of CADASIL in an indigenous Rungus (Kadazan-Dusun) family in Kudat, Sabah, Malaysia confirmed by a R54C (c.160C>T, p.Arg54Cys) mutation in the NOTCH3. This mutation was previously reported in a Caucasian and two Korean cases of CADASIL. We recruited two generations of the affected Rungus family (n = 9) and found a missense mutation (c.160C>T) in exon 2 of NOTCH3 in three siblings. Two of the three siblings had severe white matter abnormalities in their brain MRI (Scheltens score 33 and 50 respectively), one of whom had a young stroke at the age of 38. The remaining sibling, however, did not show any clinical features of CADASIL and had only minimal changes in her brain MRI (Scheltens score 17). This further emphasized the phenotype variability among family members with the same mutation in CADASIL. This is the first reported family with CADASIL in Rungus subtribe of Kadazan-Dusun ethnicity with a known mutation at exon 2 of NOTCH3. The penetrance of this mutation was not complete during the course of this study.
Published: 2015

41. Artesunate-mefloquine versus chloroquine for treatment of uncomplicated Plasmodium knowlesi malaria in Malaysia (ACT KNOW): An open-label, randomised controlled trial

Author: Bridget E. Barber, Giri Shan Rajahram, Prabakaran Dhanaraj, Jayaram Menon, Tsin W. Yeo, Christopher S. Wilkes, Ric N. Price, Cielo Pasay, James S. McCarthy, Matthew J. Grigg, Lorenz von Seidlein, Timothy William, and Nicholas M. Anstey
Subjects: Male, 0301 basic medicine, Administration, Oral, Artesunate, law.invention, chemistry.chemical_compound, 0302 clinical medicine, Randomized controlled trial, law, Chloroquine, Medicine, Child, Aged, 80 and over, education.field_of_study, biology, Mefloquine, Middle Aged, Artemisinins, Infectious Diseases, Child, Preschool, Plasmodium knowlesi, Drug Therapy, Combination, Female, medicine.drug, Adult, medicine.medical_specialty, Adolescent, 030231 tropical medicine, 030106 microbiology, Population, Antimalarials, Young Adult, 03 medical and health sciences, Internal medicine, parasitic diseases, Humans, education, Aged, Intention-to-treat analysis, business.industry, Malaysia, biology.organism_classification, medicine.disease, Malaria, Surgery, chemistry, business
Abstract: Background: The zoonotic parasite Plasmodium knowlesi has become the most common cause of human malaria in Malaysia and is present throughout much of southeast Asia. No randomised controlled trials have been done to identify the optimum treatment for this emerging infection. We aimed to compare artesunate-mefloquine with chloroquine to define the optimum treatment for uncomplicated P knowlesi malaria in adults and children. Methods: We did this open-label, randomised controlled trial at three district hospitals in Sabah, Malaysia. Patients aged 1 year or older with uncomplicated P knowlesi malaria were randomly assigned, via computer-generated block randomisation (block sizes of 20), to receive oral artesunate-mefloquine (target dose 12 mg/kg artesunate and 25 mg/kg mefloquine) or chloroquine (target dose 25 mg/kg). Research nursing staff were aware of group allocation, but allocation was concealed from the microscopists responsible for determination of the primary endpoint, and study participants were not aware of drug allocation. The primary endpoint was parasite clearance at 24 h. Analysis was by modified intention to treat. This study is registered with ClinicalTrials.gov, number NCT01708876. Findings: Between Oct 16, 2012, and Dec 13, 2014, we randomly assigned 252 patients to receive either artesunate-mefloquine (n=127) or chloroquine (n=125); 226 (90%) patients comprised the modified intention-to-treat population. 24 h after treatment, we recorded parasite clearance in 97 (84% [95% CI 76-91]) of 115 patients in the artesunate-mefloquine group versus 61 (55% [45-64]) of 111 patients in the chloroquine group (difference in proportion 29% [95% CI 18·0-40·8]; p
Published: 2015

42. Fatal subarachnoid haemorrhage in a patient with severe dengue.

Author: Seng Wee Cheo, Qin Jian Low, Eng Kian Ng, Yuen Kang Chia, and Giri Shan Rajahram
Published: 2021

43. R54C mutation of NOTCH3 gene in the first Rungus family with CADASIL

Author: Lim, Kheng Seang, Ai-HueyTan, Lim, Chun Shen, Chua, Kek Heng, Lee, Ping Chin, Norlisah Ramli, Giri Shan Rajahram, Fatimah Tina Hussin, Kum, Thong Wong, Meenakshi Bhattacharjee, Ng, Ching Ching, Lim, Kheng Seang, Ai-HueyTan, Lim, Chun Shen, Chua, Kek Heng, Lee, Ping Chin, Norlisah Ramli, Giri Shan Rajahram, Fatimah Tina Hussin, Kum, Thong Wong, Meenakshi Bhattacharjee, and Ng, Ching Ching
Abstract: Cerebral autosomal dominant arteriopathy with subcortical infarcts andleukoencephalopathy (CADASIL) is a rare hereditary stroke caused by mutations in NOTCH3 gene.We report the first case of CADASIL in an indigenous Rungus(Kadazan-Dusun) family in Kudat, Sabah, Malaysia confirmed by a R54C (c.160C>T,p.Arg54Cys) mutation in the NOTCH3. This mutation was previously reported in a Caucasian and two Korean cases of CADASIL. We recruited two generations of the affected Rungus family (n=9) and found a missense mutation (c.160C>T) in exon 2 of NOTCH3 in three siblings.Two of the three siblings had severe white matter abnormalities in their brain MRI (Scheltensscore33and50respectively),one of whom had a young stroke at the age of 38 .The remaining sibling ,however, did not show any clinical features of CADASIL and had only minimal changes in her brain MRI (Scheltensscore 17).This further emphasized the phenotype variability among family members with the same mutation in CADASIL.This is the first reported family with CADASIL in Rungus subtribe o fKadazan-Dusun ethnicity with a known mutation at exon 2 of NOTCH3.The penetrance of this mutation was not complete during the course of this study
Published: 2015

44. Deaths due to Plasmodium knowlesi malaria in Sabah, Malaysia: association with reporting as Plasmodium malariae and delayed parenteral artesunate

Author: Bridget E. Barber, Timothy William, Giri Shan Rajahram, Nicholas M. Anstey, Tsin W. Yeo, and Jayaram Menon
Subjects: Adult, Male, medicine.medical_specialty, lcsh:Arctic medicine. Tropical medicine, lcsh:RC955-962, Plasmodium vivax, Artesunate, Bacteremia, Plasmodium malariae, Plasmodium knowlesi, lcsh:Infectious and parasitic diseases, chemistry.chemical_compound, Antimalarials, Internal medicine, parasitic diseases, medicine, Humans, lcsh:RC109-216, Diagnostic Errors, Aged, biology, Research, Malaysia, Plasmodium falciparum, Middle Aged, biology.organism_classification, medicine.disease, Artemisinins, Malaria, Infectious Diseases, chemistry, Immunology, Tropical medicine, Female, Parasitology, Gram-Negative Bacterial Infections
Abstract: Background The simian parasite Plasmodium knowlesi is recognized as a common cause of severe and fatal human malaria in Sabah, Malaysia, but is morphologically indistinguishable from and still commonly reported as Plasmodium malariae, despite the paucity of this species in Sabah. Since December 2008 Sabah Department of Health has recommended intravenous artesunate and referral to a general hospital for all severe malaria cases of any species. This paper reviews all malaria deaths in Sabah subsequent to the introduction of these measures. Reporting of malaria deaths in Malaysia is mandatory. Methods Details of reported malaria deaths during 2010-2011 were reviewed to determine the proportion of each Plasmodium species. Demographics, clinical presentations and management of severe malaria caused by each species were compared. Results Fourteen malaria deaths were reported, comprising seven Plasmodium falciparum, six P. knowlesi and one Plasmodium vivax (all PCR-confirmed). Of the six P. knowlesi deaths, five were attributable to knowlesi malaria and one was attributable to P. knowlesi-associated enterobacter sepsis. Patients with directly attributable P. knowlesi deaths (N = 5) were older than those with P. falciparum (median age 51 [IQR 50-65] vs 22 [IQR 9-55] years, p = 0.06). Complications in fatal P. knowlesi included respiratory distress (N = 5, 100%), hypotension (N = 4, 80%), and renal failure (N = 4, 80%). All patients with P. knowlesi were reported as P. malariae by microscopy. Only two of five patients with severe knowlesi malaria on presentation received immediate parenteral anti-malarial treatment. The patient with P. vivax-associated severe illness did not receive parenteral treatment. In contrast six of seven patients with severe falciparum malaria received immediate parenteral treatment. Conclusion Plasmodium knowlesi was responsible, either directly or through gram-negative bacteraemia, for almost half of malaria deaths in Sabah. Patients with severe non-falciparum malaria were less likely to receive immediate parenteral therapy. This highlights the need in Sabah for microscopically diagnosed P. malariae to be reported as P. knowlesi to improve recognition and management of this potentially fatal species. Clinicians need to be better informed of the potential for severe and fatal malaria from non-falciparum species, and the need to treat all severe malaria with immediate intravenous artesunate.
Published: 2012

45. Correction: R54C Mutation of NOTCH3 Gene in the First Rungus Family with CADASIL

Author: Norlisah Ramli, Ping Chin Lee, Chun Shen Lim, Kheng Seang Lim, Kum Thong Wong, Giri Shan Rajahram, Ching Ching Ng, Kek Heng Chua, Fatimah Tina Hussin, Ai Huey Tan, and Meenakshi B. Bhattacharjee
Subjects: Genetics, Multidisciplinary, lcsh:R, Mutation (genetic algorithm), medicine, lcsh:Medicine, lcsh:Q, Biology, lcsh:Science, CADASIL, medicine.disease, Bioinformatics
Abstract: The images for figures Figs Figs22 and and33 are swapped. The image for Fig 2 should be Fig 3 and the image for Fig 3 should be Fig 2. The figure captions are correct. The publisher apologizes for the error. Please see the corrected Figs Figs22 and and33 here.
Published: 2015

46. Additional file 1 of How can gastro-intestinal tuberculosis diagnosis be improved? A prospective cohort study

Author: Lowbridge, Christopher, Fadhil, Soraya A. M., Gayathri D. Krishnan, Schimann, Emma, Karuppan, Raman Muthu, Nagaraj Sriram, Giri Shan Rajahram, Menon, Jayaram, Aatish Patel, William, Timothy, Paul, Dawn Carmel, and Ralph, Anna P.
Subjects: 3. Good health
Abstract: Additional file 1: Table S1. Diagnostic work-up of patients with suspected gastrointestinal tuberculosis. Table S2. Gastrointestinal tuberculosis case definitions. Figure S1. Recruitment and classification of study participants. Table S3. Mean blood test results during initial diagnostic work-up. Table S4. Gastrointestinal biopsy and ascitic fluid GeneXpert® MTB results by type and site.

47. Identification of warning signs in Malaysian patients having COVID-19 infection who progress to severe form of the illness

Author: Ym, Gani, Sk, Chidambaram, Blh, Sim, Sothivadivel S, Aa, Aziz, Ni, Mustapa, Xc, Wong, Lsl, Chai, Kwr, Song, Giri Shan Rajahram, Nz, Zaidan, Fz, Ibrahim, Kamaruddin N, and Vijayasingham S
Subjects: Adult, Hospitalization, SARS-CoV-2, COVID-19, Humans, Middle Aged, Pandemics, Retrospective Studies
Abstract: Coronavirus disease 2019 (COVID-19) is an infectious disease caused by a novel coronavirus, now widely known as severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), which has caused 3 major pandemic waves in Malaysia. We aimed to identify the warning signs as indicators that predict the progression of disease.This is a retrospective cohort study of adult patients more than 12 years of age presenting with laboratory-confirmed COVID-19 admitted in three separate hospitals around the country.Of the 228 patients initially admitted with mild illness, 47 had progressed requiring oxygen. The median time from admission to deterioration was 3 days (IQR 2 - 5). Age more than ≥50years old (median age = 42.5, IQR = 28.8 - 57.0), higher temperature (mean = 37.3, IQR 36.8 - 38.0), MEWS score3 (9, 19.1%), Neutrophil-to-lymphocyte ratio (NLR)3.13 , (18, 38.3%) C-reactive protein (CRP)5. (12, 27.3%), multiple zonal involvement on the chest radiography on admission (2, IQR 1-3) were more common in the deteriorated group on admission. On multivariate analysis, multiple comorbidities (HR = 7.40, 95 percent CI 2.58-21.2, p0.001), presence of persistent fever (HR = 2.88, 95 percent CI 1.15 - 7.2, p = 0.024), MEWS scoring3 (HR of 6.72 ;95 percent CI 2.81-16.0, p0.001) were associated with progression to severe illness.In our cohort, we found that several factors were associated with the severity of COVID19. Early detection of these factors could correctly identify patients who need more intensive monitoring, and early referral for ICU care.

48. Additional file 1 of How can gastro-intestinal tuberculosis diagnosis be improved? A prospective cohort study

Author: Lowbridge, Christopher, Fadhil, Soraya A. M., Gayathri D. Krishnan, Schimann, Emma, Karuppan, Raman Muthu, Nagaraj Sriram, Giri Shan Rajahram, Menon, Jayaram, Aatish Patel, William, Timothy, Paul, Dawn Carmel, and Ralph, Anna P.
Subjects: 3. Good health
Abstract: Additional file 1: Table S1. Diagnostic work-up of patients with suspected gastrointestinal tuberculosis. Table S2. Gastrointestinal tuberculosis case definitions. Figure S1. Recruitment and classification of study participants. Table S3. Mean blood test results during initial diagnostic work-up. Table S4. Gastrointestinal biopsy and ascitic fluid GeneXpert® MTB results by type and site.

49. ISARIC-COVID-19 dataset: A Prospective, Standardized, Global Dataset of Patients Hospitalized with COVID-19

Author: Abbas, Ali, Abdukahil, Sheryl Ann, Abdulkadir, Nurul Najmee, Abe, Ryuzo, Abel, Laurent, Absil, Lara, Jabal, Kamal Abu, Zayyad, Hiba Abu, Acharya, Subhash, Acker, Andrew, Adachi, Shingo, Adam, Elisabeth, Adriano, Enrico, Adrião, Diana, Ageel, Saleh Al, Ahmed, Shakeel, Aiello, Marina, Ainscough, Kate, Airlangga, Eka, Aisa, Tharwat, Hssain, Ali Ait, Tamlihat, Younes Ait, Akimoto, Takako, Akmal, Ernita, Qasim, Eman Al, Al-dabbous, Tala, Al-Fares, Abdulrahman, Alalqam, Razi, Alberti, Angela, Alegesan, Senthilkumar, Alegre, Cynthia, Alessi, Marta, Alex, Beatrice, Alexandre, Kévin, Alfoudri, Huda, Ali, Adam, Ali, Imran, Shah, Naseem Ali, Sheikh, Naseem Ali, Alidjnou, Kazali Enagnon, Aliudin, Jeffrey, Alkhafajee, Qabas, Allavena, Clotilde, Allou, Nathalie, Altaf, Aneela, Alves, João, Alves, João Melo, Alves, Rita, Amaral, Maria, Amira, Nur, Ammerlaan, Heidi, Ampaw, Phoebe, Andini, Roberto, Andrejak, Claire, Angheben, Andrea, Angoulvant, François, Ansart, Séverine, Anthonidass, Sivanesen, Antonelli, Massimo, de Brito, Carlos Alexandre Antunes, Anwar, Kazi Rubayet, Apriyana, Ardiyan, Arabi, Yaseen, Aragao, Irene, Arancibia, Francisco, Araujo, Carolline, Arcadipane, Antonio, Archambault, Patrick, Arenz, Lukas, Arlet, Jean-Benoît, Arnold-Day, Christel, Aroca, Ana, Arora, Lovkesh, Arora, Rakesh, Artaud-Macari, Elise, Aryal, Diptesh, Asaki, Motohiro, Asensio, Angel, Ashley, Elizabeth, Ashraf, Muhammad, Asif, Namra, Asim, Mohammad, Assie, Jean Baptiste, Asyraf, Amirul, Atique, Anika, Attanyake, A. M. Udara Lakshan, Auchabie, Johann, Aumaitre, Hugues, Auvet, Adrien, Axelsen, Eyvind W., Azemar, Laurène, Azoulay, Cecile, Bach, Benjamin, Bachelet, Delphine, Badr, Claudine, Bævre-Jensen, Roar, Baig, Nadia, Baillie, J. 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Elapavaluru, Subbarao, Elharrar, Brigitte, Ellerbroek, Jacobien, Ellingjord-Dale, Merete, Eloy, Philippine, Elshazly, Tarek, Elyazar, Iqbal, Enderle, Isabelle, Endo, Tomoyuki, Eng, Chan Chee, Engelmann, Ilka, Enouf, Vincent, Epaulard, Olivier, Escher, Martina, Esperatti, Mariano, Esperou, Hélène, Esposito-Farese, Marina, Estevão, João, Etienne, Manuel, Ettalhaoui, Nadia, Everding, Anna Greti, Evers, Mirjam, Fabre, Isabelle, Fabre, Marc, Faheem, Amna, Fahy, Arabella, Fairfield, Cameron J., Fakar, Zul, Fareed, Komal, Faria, Pedro, Farooq, Ahmed, Fateena, Hanan, Fatoni, Arie Zainul, Faure, Karine, Favory, Raphaël, Fayed, Mohamed, Feely, Niamh, Feeney, Laura, Fernandes, Jorge, Fernandes, Marília Andreia, Fernandes, Susana, Ferrand, François-Xavier, Devouge, Eglantine Ferrand, Ferrão, Joana, Ferrari, Carlo, Ferraz, Mário, Ferreira, Benigno, Ferreira, Isabel, Ferreira, Sílvia, Ferrer-Roca, Ricard, Ferriere, Nicolas, Ficko, Céline, Figueiredo-Mello, Claudia, Finlayson, William, Fiorda, Juan, 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Eoin, Wham, Murray, Whelan, Bryan, White, Nicole, Wicky, Paul Henri, Wiedemann, Aurélie, Wijaya, Surya Otto, Wille, Keith, Willems, Suzette, Williams, Virginie, Wils, Evert-Jan, Wong, Calvin, Wong, Teck Fung, Wong, Xin Ci, Wong, Yew Sing, Wright, Natalie, Xian, Gan Ee, Xian, Lim Saio, Xuan, Kuan Pei, Xynogalas, Ioannis, Yacoub, Sophie, Yakop, Siti Rohani Binti Mohd, Yamazaki, Masaki, Yazdanpanah, Yazdan, Hing, Nicholas Yee Liang, Yelnik, Cécile, Yeoh, Chian Hui, Yerkovich, Stephanie, Yiaye, Touxiong, Yokoyama, Toshiki, Yonis, Hodane, Yousif, Obada, Yuliarto, Saptadi, Zaaqoq, Akram, Zabbe, Marion, Zacharowski, Kai, Zahid, Masliza, Zahran, Maram, Zaidan, Nor Zaila Binti, Zambon, Maria, Zambrano, Miguel, Zanella, Alberto, Zawadka, Konrad, Zaynah, Nurul, Zayyad, Hiba, Zoufaly, Alexander, Zucman, David, Fryer, Daniel Vidali, Duque, Sara, Fuentes, Yuli V., Baruch, Joaquin, Beane, Abi, Imagine - Institut des maladies génétiques (IHU) (Imagine - U1163), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris Cité (UPCité), CHU Pontchaillou [Rennes], ARN régulateurs bactériens et médecine (BRM), Université de Rennes (UR)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Structure Fédérative de Recherche en Biologie et Santé de Rennes ( Biosit : Biologie - Santé - Innovation Technologique ), Génétique Moléculaire des Virus à ARN - Molecular Genetics of RNA Viruses (GMV-ARN (UMR_3569 / U-Pasteur_2)), Institut Pasteur [Paris] (IP)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité), Centre National de Référence des virus des infections respiratoires (dont la grippe) - National Reference Center Virus Influenzae [Paris] (CNR - laboratoire coordonnateur), Institut Pasteur [Paris] (IP)-Université Paris Cité (UPCité), University of La Sabana = Universitad de la Sabana, University of Queensland [Brisbane], University of British Columbia (UBC), University of Oxford, The investigators acknowledge: This work is part of the Grand Challenges ICODA pilot initiative, delivered by Health Data Research UK and funded by the Bill & Melinda Gates Foundation and the Minderoo Foundation. The philanthropic support of the donors to the University of Oxford’s COVID-19 Research Response Fund, UK Foreign, Commonwealth and Development Office and Wellcome [215091/Z/18/Z and 220757/Z/20/Z], the Bill & Melinda Gates Foundation [OPP1209135], the National Institute for Health Research (NIHR, award CO-CIN-01), the Medical Research Council (MRC, grant MC_PC_19059), the NIHR Health Protection Research Unit (HPRU) in Emerging and Zoonotic Infections at University of Liverpool in partnership with Public Health England (PHE)(award 200907), NIHR HPRU in Respiratory Infections at Imperial College London with PHE (award 200927), Liverpool Experimental Cancer Medicine Centre (grant C18616/A25153), NIHR Biomedical Research Centre at Imperial College London (award IS-BRC-1215-20013), NIHR Clinical Research Network (infrastructure support), CIHR Coronavirus Rapid Research Funding Opportunity OV2170359 and was coordinated out of Sunnybrook Research Institute, the endorsement of the Irish Critical Care- Clinical Trials Group, co-ordinated in Ireland by the Irish Critical Care- Clinical Trials Network at University College Dublin and funded by the Health Research Board of Ireland [CTN-2014-12], Rapid European COVID-19 Emergency Response research (RECOVER) [H2020 project 101003589], European Clinical Research Alliance on Infectious Diseases (ECRAID) [965313], COVID clinical management team, AIIMS, Rishikesh, India, Cambridge NIHR Biomedical Research Centre, the dedication and hard work of the Groote Schuur Hospital Covid ICU Team, the Groote Schuur nursing and University of Cape Town registrar bodies coordinated by the Division of Critical Care at the University of Cape Town, Wellcome Trust fellowship [205228/Z/16/Z], the Liverpool School of Tropical Medicine, the University of Oxford, the dedication and hard work of the Norwegian SARS-CoV-2 study team, the Research Council of Norway grant no 312780, a philanthropic donation from Vivaldi Invest A/S owned by Jon Stephenson von Tetzchner, Innovative Medicines Initiative Joint Undertaking under Grant Agreement No. 115523 COMBACTE, resources of which are composed of financial contribution from the European Union’s Seventh Framework Programme (FP7/2007–2013) and EFPIA companies, in-kind contribution, preparedness work conducted by the Short Period Incidence Study of Severe Acute Respiratory Infection, Stiftungsfonds zur Förderung der Bekämpfung der Tuberkulose und anderer Lungenkrankheiten of the City of Vienna, Project Number: APCOV22BGM, Italian Ministry of Health 'Fondi Ricerca corrente–L1P6' to IRCCS Ospedale Sacro Cuore–Don Calabria, Australian Department of Health grant (3273191), Gender Equity Strategic Fund at University of Queensland, Artificial Intelligence for Pandemics (A14PAN) at University of Queensland, the Australian Research Council Centre of Excellence for Engineered Quantum Systems (EQUS, CE170100009), the Prince Charles Hospital Foundation, Australia, UK Medical Research Council Clinical Research Training Fellowship MR/V001671/1, Instituto de Salud Carlos III, Ministerio de Ciencia, Spain, Brazil, National Council for Scientific and Technological Development Scholarship number 303953/2018-7, Firland Foundation, Shoreline, Washington, USA, the French COVID cohort (NCT04262921) is sponsored by INSERM and is funding by the REACTing (REsearch & ACtion emergING infectious diseases) consortium and by a grant of the French Ministry of Health (PHRC n°20-0424). This work uses Data/Material provided by patients and collected by the NHS as part of their care and support #DataSavesLives. The Data/materials used for this research were obtained from ISARIC4C. ISARIC4C Investigators collated the COVID-19 Clinical Information Network (CO-CIN) data., European Project: 101003589, H2020-SC1-PHE-CORONAVIRUS-2020,RECOVER(2020), Bill & Melinda Gates Foundation, Minderoo Foundation, Commonwealth Foundation, Wellcome Trust, National Institute for Health Research (UK), Medical Research Council (UK), University of Liverpool, Imperial College London, Canadian Institutes of Health Research, Sunnybrook Research Institute, Health Research Board (Ireland), European Commission, All India Institute of Medical Science, University of Cape Town, Research Council of Norway, Innovative Medicines Initiative, Governo Italiano, University of Queensland, Australian Research Council, Prince Charles Hospital Foundation, Instituto de Salud Carlos III, Institut National de la Santé et de la Recherche Médicale (France), Conselho Nacional de Desenvolvimento Científico e Tecnológico (Brasil), Garcia-Gallo, Esteban, Merson, Laura, Kennon, Kalynn, Kelly, Sadie, Citarella, Barbara Wanjiru, Fryer, Daniel Vidali, Shrapnel, Sally, Lee, Jame, Duque, Sara, Fuentes, Yuli V, Balan, Valeria, Smith, Sue, Wei, Jia, Gonçalves, Bronner P, Russell, Clark D, Sigfrid, Louise, Dagens, Andrew, Olliaro, Piero L, Baruch, Joaquin, Kartsonaki, Christiana, Dunning, Jake, Rojek, Amanda, Rashan, Aasiyah, Beane, Abi, Murthy, Sriniva, Reyes, Luis Felipe, ISARIC Clinical Characterization Group: Ali Abbas, Sheryl Ann Abdukahil, Nurul Najmee Abdulkadir, Ryuzo Abe, Laurent Abel, Lara Absil, Kamal Abu Jabal, Hiba Abu Zayyad, Subhash Acharya, Andrew Acker, Shingo Adachi, Elisabeth Adam, Enrico Adriano, Diana Adrião, Saleh Al Ageel, Shakeel Ahmed, Marina Aiello, Kate Ainscough, Eka Airlangga, Tharwat Aisa, Ali Ait Hssain, Younes Ait Tamlihat, Takako Akimoto, Ernita Akmal, Eman Al Qasim, Tala Al-Dabbous, Abdulrahman Al-Fares, Razi Alalqam, Angela Alberti, Senthilkumar Alegesan, Cynthia Alegre, Marta Alessi, Beatrice Alex, Kévin Alexandre, Huda Alfoudri, Adam Ali, Imran Ali, Naseem Ali Shah, Naseem Ali Sheikh, Kazali Enagnon Alidjnou, Jeffrey Aliudin, Qabas Alkhafajee, Clotilde Allavena, Nathalie Allou, Aneela Altaf, João Alves, João Melo Alves, Rita Alves, Maria Amaral, Nur Amira, Heidi Ammerlaan, Phoebe Ampaw, Roberto Andini, Claire Andrejak, Andrea Angheben, François Angoulvant, Séverine Ansart, Sivanesen Anthonidass, Massimo Antonelli, Carlos Alexandre Antunes de Brito, Kazi Rubayet Anwar, Ardiyan Apriyana, Yaseen Arabi, Irene Aragao, Francisco Arancibia, Carolline Araujo, Antonio Arcadipane, Patrick Archambault, Lukas Arenz, Jean-Benoît Arlet, Christel Arnold-Day, Ana Aroca, Lovkesh Arora, Rakesh Arora, Elise Artaud-Macari, Diptesh Aryal, Motohiro Asaki, Angel Asensio, Elizabeth Ashley, Muhammad Ashraf, Namra Asif, Mohammad Asim, Jean Baptiste Assie, Amirul Asyraf, Anika Atique, A M Udara Lakshan Attanyake, Johann Auchabie, Hugues Aumaitre, Adrien Auvet, Eyvind W Axelsen, Laurène Azemar, Cecile Azoulay, Benjamin Bach, Delphine Bachelet, Claudine Badr, Roar Bævre-Jensen, Nadia Baig, J Kenneth Baillie, J Kevin Baird, Erica Bak, Agamemnon Bakakos, Nazreen Abu Bakar, Andriy Bal, Mohanaprasanth Balakrishnan, Valeria Balan, Firouzé Bani-Sadr, Renata Barbalho, Nicholas Yuri Barbosa, Wendy S Barclay, Saef Umar Barnett, Michaela Barnikel, Helena Barrasa, Audrey Barrelet, Cleide Barrigoto, Marie Bartoli, Cheryl Bartone, Joaquín Baruch, Mustehan Bashir, Romain Basmaci, Muhammad Fadhli Hassin Basri, Denise Battaglini, Jules Bauer, Diego Fernando Bautista Rincon, Denisse Bazan Dow, Abigail Beane, Alexandra Bedossa, Ker Hong Bee, Husna Begum, Sylvie Behilill, Karine Beiruti, Albertus Beishuizen, Aleksandr Beljantsev, David Bellemare, Anna Beltrame, Beatriz Amorim Beltrão, Marine Beluze, Nicolas Benech, Lionel Eric Benjiman, Dehbia Benkerrou, Suzanne Bennett, Luís Bento, Jan-Erik Berdal, Delphine Bergeaud, Hazel Bergin, José Luis Bernal Sobrino, Giulia Bertoli, Lorenzo Bertolino, Simon Bessis, Adam Betz, Sybille Bevilcaqua, Karine Bezulier, Amar Bhatt, 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Luis Periel, Thomas Perpoint, Antonio Pesenti, Vincent Pestre, Lenka Petrou, Ventzislava Petrov-Sanchez, Michele Petrovic, Frank Olav Pettersen, Gilles Peytavin, Scott Pharand, Ooyanong Phonemixay, Michael Piagnerelli, Walter Picard, Olivier Picone, Maria de Piero, Carola Pierobon, Djura Piersma, Carlos Pimentel, Raquel Pinto, Catarina Pires, Isabelle Pironneau, Lionel Piroth, Roberta Pisi, Ayodhia Pitaloka, Riinu Pius, Simone Piva, Laurent Plantier, Hon Shen Png, Julien Poissy, Ryadh Pokeerbux, Maria Pokorska-Spiewak, Sergio Poli, Georgios Pollakis, Diane Ponscarme, Jolanta Popielska, Diego Bastos Porto, Andra-Maris Post, Douwe F Postma, Pedro Povoa, Diana Póvoas, Jeff Powis, Sofia Prapa, Viladeth Praphasiri, Sébastien Preau, Christian Prebensen, Jean-Charles Preiser, Anton Prinssen, Mark G Pritchard, Gamage Dona Dilanthi Priyadarshani, Lucia Proença, Sravya Pudota, Oriane Puéchal, Bambang Pujo Semedi, Mathew Pulicken, Matteo Puntoni, Gregory Purcell, Luisa Quesada, Vilmaris Quinones-Cardona, Víctor Quirós González, Else Quist-Paulsen, Mohammed Quraishi, Maia Rabaa, Christian Rabaud, Ebenezer Rabindrarajan, Aldo Rafael, Marie Rafiq, Gabrielle Ragazzo, Mutia Rahardjani, Ahmad Kashfi Haji Ab Rahman, Rozanah Abd Rahman, Arsalan Rahutullah, Fernando Rainieri, Giri Shan Rajahram, Pratheema Ramachandran, Nagarajan Ramakrishnan, Kollengode Ramanathan, Ahmad Afiq Ramli, Blandine Rammaert, Grazielle Viana Ramos, Anais Rampello, Asim Rana, Rajavardhan Rangappa, Ritika Ranjan, Elena Ranza, Christophe Rapp, Aasiyah Rashan, Thalha Rashan, Ghulam Rasheed, Menaldi Rasmin, Indrek Rätsep, Cornelius Rau, Francesco Rausa, Tharmini Ravi, Ali Raza, Andre Real, Stanislas Rebaudet, Sarah Redl, Brenda Reeve, Attaur Rehman, Liadain Reid, Dag Henrik Reikvam, Renato Reis, Jordi Rello, Jonathan Remppis, Martine Remy, Hongru Ren, Hanna Renk, Anne-Sophie Resseguier, Matthieu Revest, Oleksa Rewa, Luis Felipe Reyes, Tiago Reyes, Maria Ines Ribeiro, Antonia Ricchiuto, David Richardson, Denise Richardson, Laurent Richier, Siti Nurul Atikah Ahmad Ridzuan, Jordi Riera, Ana L Rios, Asgar Rishu, Patrick Rispal, Karine Risso, Maria Angelica Rivera Nuñez, Nicholas Rizer, Chiara Robba, André Roberto, Stephanie Roberts, David L Robertson, Olivier Robineau, Ferran Roche-Campo, Paola Rodari, Simão Rodeia, Julia Rodriguez Abreu, Bernhard Roessler, Claire Roger, Pierre-Marie Roger, Emmanuel Roilides, Amanda Rojek, Juliette Romaru, Roberto Roncon-Albuquerque Jr, Mélanie Roriz, Manuel Rosa-Calatrava, Michael Rose, Dorothea Rosenberger, Nurul Hidayah Mohammad Roslan, Andrea Rossanese, Matteo Rossetti, Sandra Rossi, Bénédicte Rossignol, Patrick Rossignol, Stella Rousset, Carine Roy, Benoît Roze, Desy Rusmawatiningtyas, Clark D Russell, Maeve Ryan, Maria Ryan, Mazankowski Heart Institute Ryckaert, Steffi Ryckaert, Aleksander Rygh Holten, Isabela Saba, Luca Sacchelli, Sairah Sadaf, Musharaf Sadat, Valla Sahraei, Nadia Saidani, Maximilien Saint-Gilles, Pranya Sakiyalak, Nawal Salahuddin, Leonardo Salazar, Jodat Saleem, Nazal Saleh, Gabriele Sales, Stéphane Sallaberry, Charlotte Salmon Gandonniere, Hélène Salvator, Olivier Sanchez, Xavier Sánchez Choez, Kizy Sanchez de Oliveira, Angel Sanchez-Miralles, Vanessa Sancho-Shimizu, Gyan Sandhu, Zulfiqar Sandhu, Pierre-François Sandrine, Oana Sandulescu, Marlene Santos, Shirley Sarfo-Mensah, Bruno Sarmento Banheiro, Iam Claire E Sarmiento, Benjamine Sarton, Ankana Satya, Sree Satyapriya, Rumaisah Satyawati, Egle Saviciute, Parthena Savvidou, Yen Tsen Saw, Justin Schaffer, Tjard Schermer, Arnaud Scherpereel, Marion Schneider, Stephan Schroll, Michael Schwameis, Gary Schwartz, Janet T Scott, James Scott-Brown, Nicholas Sedillot, Tamara Seitz, Jaganathan Selvanayagam, Mageswari Selvarajoo, Caroline Semaille, Malcolm G Semple, Rasidah Bt Senian, Eric Senneville, Claudia Sepulveda, Filipa Sequeira, Tânia Sequeira, Ary Serpa Neto, Pablo Serrano Balazote, Ellen Shadowitz, Syamin Asyraf Shahidan, Mohammad Shamsah, Anuraj Shankar, Shaikh Sharjeel, Pratima Sharma, Catherine A Shaw, Victoria Shaw, Ashraf Sheharyar, Dr Rajesh Mohan Shetty, Rohan Shetty, Haixia Shi, Nisreen Shiban, Mohiuddin Shiekh, Takuya Shiga, Nobuaki Shime, Hiroaki Shimizu, Keiki Shimizu, Naoki Shimizu, Sally Shrapnel, Pramesh Sundar Shrestha, Shubha Kalyan Shrestha, Hoi Ping Shum, Nassima Si Mohammed, Ng Yong Siang, Jeanne Sibiude, Bountoy Sibounheuang, Atif Siddiqui, Louise Sigfrid, Piret Sillaots, Catarina Silva, Maria Joao Silva, Rogério Silva, Benedict Sim Lim Heng, Wai Ching Sin, Dario Sinatti, Budha Charan Singh, Punam Singh, Pompini Agustina Sitompul, Karisha Sivam, Vegard Skogen, Sue Smith, Benjamin Smood, Coilin Smyth, Michelle Smyth, Morgane Snacken, Dominic So, Tze Vee Soh, Lene Bergendal Solberg, Joshua Solomon, Tom Solomon, Emily Somers, Agnès Sommet, Myung Jin Song, Rima Song, Tae Song, Jack Song Chia, Michael Sonntagbauer, Azlan Mat Soom, Arne Søraas, Camilla Lund Søraas, Alberto Sotto, Edouard Soum, Ana Chora Sousa, Marta Sousa, Maria Sousa Uva, Vicente Souza-Dantas, Alexandra Sperry, Elisabetta Spinuzza, B P Sanka Ruwan Sri Darshana, Shiranee Sriskandan, Sarah Stabler, Thomas Staudinger, Stephanie-Susanne Stecher, Trude Steinsvik, Ymkje Stienstra, Birgitte Stiksrud, Eva Stolz, Amy Stone, Adrian Streinu-Cercel, Anca Streinu-Cercel, Samantha Strudwick, Ami Stuart, David Stuart, Decy Subekti, Gabriel Suen, Jacky Y Suen, Asfia Sultana, Charlotte Summers, Dubravka Supic, Deepashankari Suppiah, Magdalena Surovcová, Suwarti Suwarti, Andrey A Svistunov, Sarah Syahrin, Konstantinos Syrigos, Jaques Sztajnbok, Konstanty Szuldrzynski, Shirin Tabrizi, Fabio S Taccone, Lysa Tagherset, Shahdattul Mawarni Taib, Ewa Talarek, Sara Taleb, Jelmer Talsma, Renaud Tamisier, Maria Lawrensia Tampubolon, Kim Keat Tan, Le Van Tan, Yan Chyi Tan, Clarice Tanaka, Hiroyuki Tanaka, Taku Tanaka, Hayato Taniguchi, Huda Taqdees, Arshad Taqi, Coralie Tardivon, Pierre Tattevin, M Azhari Taufik, Hassan Tawfik, Richard S Tedder, Tze Yuan Tee, João Teixeira, Sofia Tejada, Marie-Capucine Tellier, Sze Kye Teoh, Vanessa Teotonio, François Téoulé, Pleun Terpstra, Olivier Terrier, Nicolas Terzi, Hubert Tessier-Grenier, Adrian Tey, Alif Adlan Mohd Thabit, Anand Thakur, Zhang Duan Tham, Suvintheran Thangavelu, Vincent Thibault, Simon-Djamel Thiberville, Benoît Thill, Jananee Thirumanickam, Shaun Thompson, David Thomson, Emma C Thomson, Surain Raaj Thanga Thurai, Duong Bich Thuy, Ryan S Thwaites, Andrea Ticinesi, Paul Tierney, Vadim Tieroshyn, Peter S Timashev, Jean-François Timsit, Bharath Kumar Tirupakuzhi Vijayaraghavan, Noémie Tissot, Jordan Zhien Yang Toh, Maria Toki, Kristian Tonby, Sia Loong Tonnii, Antoni Torres, Margarida Torres, Rosario Maria Torres Santos-Olmo, Hernando Torres-Zevallos, Michael Towers, Tony Trapani, Théo Treoux, Huynh Trung Trieu, Cécile Tromeur, Ioannis Trontzas, Tiffany Trouillon, Jeanne Truong, Christelle Tual, Sarah Tubiana, Helen Tuite, Jean-Marie Turmel, Lance C W Turtle, Anders Tveita, Pawel Twardowski, Makoto Uchiyama, P G Ishara Udayanga, Andrew Udy, Roman Ullrich, Alberto Uribe, Asad Usman, Timothy M Uyeki, Cristinava Vajdovics, Luís Val-Flores, Piero Valentini, Ana Luiza Valle, Amélie Valran, Ilaria Valzano, Stijn Van de Velde, Marcel van den Berge, Machteld Van der Feltz, Job van der Palen, Paul van der Valk, Nicky Van Der Vekens, Peter Van der Voort, Sylvie Van Der Werf, Marlice van Dyk, Laura van Gulik, Jarne Van Hattem, Carolien van Netten, Gitte Van Twillert, Ilonka van Veen, Noémie Vanel, Henk Vanoverschelde, Pooja Varghese, Michael Varrone, Shoban Raj Vasudayan, Charline Vauchy, Shaminee Veeran, Aurélie Veislinger, Sebastian Vencken, Sara Ventura, Annelies Verbon, James Vickers, José Ernesto Vidal, César Vieira, Deepak Vijayan, Joy Ann Villanueva, Judit Villar, Pierre-Marc Villeneuve, Andrea Villoldo, Nguyen Van Vinh Chau, Gayatri Vishwanathan, Benoit Visseaux, Hannah Visser, Chiara Vitiello, Manivanh Vongsouvath, Harald Vonkeman, Fanny Vuotto, Noor Hidayu Wahab, Suhaila Abdul Wahab, Nadirah Abdul Wahid, Marina Wainstein, Wan Fadzlina Wan Muhd Shukeri, Chih-Hsien Wang, Steve Webb, Jia Wei, Katharina Weil, Tan Pei Wen, Sanne Wesselius, T Eoin West, Murray Wham, Bryan Whelan, Nicole White, Paul Henri Wicky, Aurélie Wiedemann, Surya Otto Wijaya, Keith Wille, Suzette Willems, Virginie Williams, Evert-Jan Wils, Calvin Wong, Teck Fung Wong, Xin Ci Wong, Yew Sing Wong, Natalie Wright, Gan Ee Xian, Lim Saio Xian, Kuan Pei Xuan, Ioannis Xynogalas, Sophie Yacoub, Siti Rohani Binti Mohd Yakop, Masaki Yamazaki, Yazdan Yazdanpanah, Nicholas Yee Liang Hing, Cécile Yelnik, Chian Hui Yeoh, Stephanie Yerkovich, Touxiong Yiaye, Toshiki Yokoyama, Hodane Yonis, Obada Yousif, Saptadi Yuliarto, Akram Zaaqoq, Marion Zabbe, Kai Zacharowski, Masliza Zahid, Maram Zahran, Nor Zaila Binti Zaidan, Maria Zambon, Miguel Zambrano, Alberto Zanella, Konrad Zawadka, Nurul Zaynah, Hiba Zayyad, Alexander Zoufaly, David Zucman, Durante-Mangoni, Emanuele, Critical care, Anesthesiology, Peri-operative and Emergency medicine (CAPE), Microbes in Health and Disease (MHD), Garcia-Gallo E., Merson L., Kennon K., Kelly S., Citarella B. W. , Fryer D. V. , Shrapnel S., Lee J., Duque S., Fuentes Y. V. , et al., and Medical Microbiology & Infectious Diseases
Subjects: Eğitim, Social Sciences and Humanities, Information Security and Reliability, Social Sciences (SOC), Sosyal Bilimler ve Beşeri Bilimler, Epidemiology, EDUCATION & EDUCATIONAL RESEARCH, Temel Bilimler (SCI), BİLGİSAYAR BİLİMİ, BİLGİ SİSTEMLERİ, MATHEMATICS, Sociology, [SDV.MHEP.MI]Life Sciences [q-bio]/Human health and pathology/Infectious diseases, Prospective Studies, COMPUTER SCIENCE, INFORMATION SYSTEMS, STATISTICS & PROBABILITY, Matematik, Bilgisayar Bilimi Uygulamaları, Computer Sciences, Bilgi Güvenliği ve Güvenilirliği, EĞİTİM VE EĞİTİM ARAŞTIRMASI, BİLGİ BİLİMİ VE KÜTÜPHANE BİLİMİ, Bilgi sistemi, Computer Science Applications, Kütüphane ve Bilgi Bilimleri, Hospitalization, Natural Sciences (SCI), Physical Sciences, Engineering and Technology, Sosyal Bilimler (SOC), Bilgisayar Bilimi, Statistics, Probability and Uncertainty, Information Systems, Human, Statistics and Probability, Humans, Pandemics, SARS-CoV-2, COVID-19, SOCIAL SCIENCES, GENERAL, Library and Information Sciences, Education, SDG 3 - Good Health and Well-being, Library Sciences, INFORMATION SCIENCE & LIBRARY SCIENCE, İstatistik ve Olasılık, Sosyal ve Beşeri Bilimler, Bilgisayar Bilimleri, Social Sciences & Humanities, Engineering, Computing & Technology (ENG), Sosyoloji, Pandemic, İSTATİSTİK & OLASILIK, Mühendislik, Bilişim ve Teknoloji (ENG), İstatistik, Olasılık ve Belirsizlik, Sosyal Bilimler Genel, COMPUTER SCIENCE, Prospective Studie, Fizik Bilimleri, Viral infection, Mühendislik ve Teknoloji, Kütüphanecilik
Abstract: The International Severe Acute Respiratory and Emerging Infection Consortium (ISARIC) COVID-19 dataset is one of the largest international databases of prospectively collected clinical data on people hospitalized with COVID-19. This dataset was compiled during the COVID-19 pandemic by a network of hospitals that collect data using the ISARIC-World Health Organization Clinical Characterization Protocol and data tools. The database includes data from more than 705,000 patients, collected in more than 60 countries and 1,500 centres worldwide. Patient data are available from acute hospital admissions with COVID-19 and outpatient follow-ups. The data include signs and symptoms, pre-existing comorbidities, vital signs, chronic and acute treatments, complications, dates of hospitalization and discharge, mortality, viral strains, vaccination status, and other data. Here, we present the dataset characteristics, explain its architecture and how to gain access, and provide tools to facilitate its use., This work is part of the Grand Challenges ICODA pilot initiative, delivered by Health Data Research UK and funded by the Bill & Melinda Gates Foundation and the Minderoo Foundation. The philanthropic support of the donors to the University of Oxford’s COVID-19 Research Response Fund; UK Foreign, Commonwealth and Development Office and Wellcome [215091/Z/18/Z and 220757/Z/20/Z]; the Bill & Melinda Gates Foundation [OPP1209135]; the National Institute for Health Research (NIHR; award CO-CIN-01); the Medical Research Council (MRC; grant MC_PC_19059); the NIHR Health Protection Research Unit (HPRU) in Emerging and Zoonotic Infections at University of Liverpool in partnership with Public Health England (PHE)(award 200907); NIHR HPRU in Respiratory Infections at Imperial College London with PHE (award 200927); Liverpool Experimental Cancer Medicine Centre (grant C18616/A25153); NIHR Biomedical Research Centre at Imperial College London (award IS-BRC-1215-20013); NIHR Clinical Research Network (infrastructure support); CIHR Coronavirus Rapid Research Funding Opportunity OV2170359 and was coordinated out of Sunnybrook Research Institute; the endorsement of the Irish Critical Care- Clinical Trials Group, co-ordinated in Ireland by the Irish Critical Care- Clinical Trials Network at University College Dublin and funded by the Health Research Board of Ireland [CTN-2014-12]; Rapid European COVID-19 Emergency Response research (RECOVER) [H2020 project 101003589]; European Clinical Research Alliance on Infectious Diseases (ECRAID) [965313]; COVID clinical management team, AIIMS, Rishikesh, India; Cambridge NIHR Biomedical Research Centre; the dedication and hard work of the Groote Schuur Hospital Covid ICU Team; the Groote Schuur nursing and University of Cape Town registrar bodies coordinated by the Division of Critical Care at the University of Cape Town; Wellcome Trust fellowship [205228/Z/16/Z]; the Liverpool School of Tropical Medicine; the University of Oxford; the dedication and hard work of the Norwegian SARS-CoV-2 study team; the Research Council of Norway grant no 312780; a philanthropic donation from Vivaldi Invest A/S owned by Jon Stephenson von Tetzchner; Innovative Medicines Initiative Joint Undertaking under Grant Agreement No. 115523 COMBACTE, resources of which are composed of financial contribution from the European Union’s Seventh Framework Programme (FP7/2007–2013) and EFPIA companies, in-kind contribution; preparedness work conducted by the Short Period Incidence Study of Severe Acute Respiratory Infection; Stiftungsfonds zur Förderung der Bekämpfung der Tuberkulose und anderer Lungenkrankheiten of the City of Vienna, Project Number: APCOV22BGM; Italian Ministry of Health “Fondi Ricerca corrente–L1P6” to IRCCS Ospedale Sacro Cuore–Don Calabria; Australian Department of Health grant (3273191); Gender Equity Strategic Fund at University of Queensland; Artificial Intelligence for Pandemics (A14PAN) at University of Queensland; the Australian Research Council Centre of Excellence for Engineered Quantum Systems (EQUS, CE170100009); the Prince Charles Hospital Foundation, Australia; UK Medical Research Council Clinical Research Training Fellowship MR/V001671/1; Instituto de Salud Carlos III, Ministerio de Ciencia, Spain; Brazil, National Council for Scientific and Technological Development Scholarship number 303953/2018-7; Firland Foundation, Shoreline, Washington, USA; the French COVID cohort (NCT04262921) is sponsored by INSERM and is funding by the REACTing (REsearch & ACtion emergING infectious diseases) consortium and by a grant of the French Ministry of Health (PHRC n°20-0424).
Published: 2022

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