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1. Author Correction: Genomic analysis of sewage from 101 countries reveals global landscape of antimicrobial resistance (Nature Communications, (2022), 13, 1, (7251), 10.1038/s41467-022-34312-7)

Author

Munk, Patrick, Brinch, Christian, Møller, Frederik Duus, Petersen, Thomas N., Hendriksen, Rene S., Seyfarth, Anne Mette, Kjeldgaard, Jette S., Svendsen, Christina Aaby, van Bunnik, Bram, Berglund, Fanny, Bego, Artan, Power, Pablo, Rees, Catherine, Lambrinidis, Dionisia, Neilson, Elizabeth Heather Jakobsen, Gibb, Karen, Coventry, Kris, Collignon, Peter, Cassar, Susan, Allerberger, Franz, Begum, Anowara, Hossain, Zenat Zebin, Worrell, Carlon, Vandenberg, Olivier, Pieters, Ilse, Victorien, Dougnon Tamègnon, Gutierrez, Angela Daniela Salazar, Soria, Freddy, Grujić, Vesna Rudić, Mazalica, Nataša, Rahube, Teddie O., Tagliati, Carlos Alberto, Rodrigues, Dalia, Oliveira, Guilherme, de Souza, Larissa Camila Ribeiro, Ivanov, Ivan, Juste, Bonkoungou Isidore, Oumar, Traoré, Sopheak, Thet, Vuthy, Yith, Ngandjio, Antoinette, Nzouankeu, Ariane, Olivier, Ziem A.Abah Jacques, Yost, Christopher K., Kumar, Pratik, Brar, Satinder Kaur, Tabo, Djim Adjim, Adell, Aiko D., Paredes-Osses, Esteban, Koopmans, Marion, and Virology

Abstract

In this article, the author name Antoinette Ngandjio was incorrectly written as Antoinette Ngandijo. In this article, the affiliation details for Author Sara Cuadros-Orellana were incorrectly given as ‘Centro de Biotecnologνa de los Recursos Naturales, Facultad de Ciencias Agrarias y Forestales, Talca, Chile’ but should have been ‘Universidad Catolica del Maule, Centro de Biotecnología de los Recursos Naturales, Facultad de Ciencias Agrarias y Forestales, Talca, Chile’. The original article has been corrected.

Published
2023

2. Genomic analysis of sewage from 101 countries reveals global landscape of antimicrobial resistance

Author

Munk, Patrick, Brinch, Christian, Møller, Frederik Duus, Petersen, Thomas N., Hendriksen, Rene S., Seyfarth, Anne Mette, Kjeldgaard, Jette S., Svendsen, Christina Aaby, van Bunnik, Bram, Berglund, Fanny, Bego, Artan, Power, Pablo, Rees, Catherine, Lambrinidis, Dionisia, Neilson, Elizabeth Heather Jakobsen, Gibb, Karen, Coventry, Kris, Collignon, Peter, Cassar, Susan, Allerberger, Franz, Begum, Anowara, Hossain, Zenat Zebin, Worrell, Carlon, Vandenberg, Olivier, Pieters, Ilse, Victorien, Dougnon Tamègnon, Gutierrez, Angela Daniela Salazar, Soria, Freddy, Grujić, Vesna Rudić, Mazalica, Nataša, Rahube, Teddie O., Tagliati, Carlos Alberto, Rodrigues, Dalia, Oliveira, Guilherme, de Souza, Larissa Camila Ribeiro, Ivanov, Ivan, Juste, Bonkoungou Isidore, Oumar, Traoré, Sopheak, Thet, Vuthy, Yith, Ngandijo, Antoinette, Nzouankeu, Ariane, Olivier, Ziem A. Abah Jacques, Yost, Christopher K., Kumar, Pratik, Brar, Satinder Kaur, Tabo, Djim-Adjim, Adell, Aiko D., Paredes-Osses, Esteban, Martinez, Maria Cristina, Cuadros-Orellana, Sara, Ke, Changwen, Zheng, Huanying, Baisheng, Li, Lau, Lok Ting, Chung, Teresa, Jiao, Xiaoyang, Yu, Yongjie, JiaYong, Zhao, Morales, Johan F. Bernal, Valencia, Maria Fernanda, Donado-Godoy, Pilar, Coulibaly, Kalpy Julien, Hrenovic, Jasna, Jergović, Matijana, Karpíšková, Renáta, Deogratias, Zozo Nyarukweba, Elsborg, Bodil, Hansen, Lisbeth Truelstrup, Jensen, Pernille Erland, Abouelnaga, Mohamed, Salem, Mohamed Fathy, Koolmeister, Marliin, Legesse, Mengistu, Eguale, Tadesse, Heikinheimo, Annamari, Le Guyader, Soizick, Schaeffer, Julien, Villacis, Jose Eduardo, Sanneh, Bakary, Malania, Lile, Nitsche, Andreas, Brinkmann, Annika, Schubert, Sara, Hesse, Sina, Berendonk, Thomas U., Saba, Courage Kosi Setsoafia, Mohammed, Jibril, Feglo, Patrick Kwame, Banu, Regina Ama, Kotzamanidis, Charalampos, Lytras, Efthymios, Lickes, Sergio A., Kocsis, Bela, Solymosi, Norbert, Thorsteinsdottir, Thorunn R., Hatha, Abdulla Mohamed, Ballal, Mamatha, Bangera, Sohan Rodney, Fani, Fereshteh, Alebouyeh, Masoud, Morris, Dearbhaile, O’Connor, Louise, Cormican, Martin, Moran-Gilad, Jacob, Battisti, Antonio, Diaconu, Elena Lavinia, Corno, Gianluca, Di Cesare, Andrea, Alba, Patricia, Hisatsune, Junzo, Yu, Liansheng, Kuroda, Makoto, Sugai, Motoyuki, Kayama, Shizuo, Shakenova, Zeinegul, Kiiyukia, Ciira, Ng’eno, Eric, Raka, Lul, Jamil, Kazi, Fakhraldeen, Saja Adel, Alaati, Tareq, Bērziņš, Aivars, Avsejenko, Jeļena, Kokina, Kristina, Streikisa, Madara, Bartkevics, Vadims, Matar, Ghassan M., Daoud, Ziad, Pereckienė, Asta, Butrimaite-Ambrozeviciene, Ceslova, Penny, Christian, Bastaraud, Alexandra, Rasolofoarison, Tiavina, Collard, Jean-Marc, Samison, Luc Hervé, Andrianarivelo, Mala Rakoto, Banda, Daniel Lawadi, Amin, Arshana, Rajandas, Heraa, Parimannan, Sivachandran, Spiteri, David, Haber, Malcolm Vella, Santchurn, Sunita J., Vujacic, Aleksandar, Djurovic, Dijana, Bouchrif, Brahim, Karraouan, Bouchra, Vubil, Delfino Carlos, Pal, Pushkar, Schmitt, Heike, van Passel, Mark, Jeunen, Gert-Jan, Gemmell, Neil, Chambers, Stephen T., Mendoza, Fania Perez, Huete-Pιrez, Jorge, Vilchez, Samuel, Ahmed, Akeem Olayiwola, Adisa, Ibrahim Raufu, Odetokun, Ismail Ayoade, Fashae, Kayode, Sørgaard, Anne-Marie, Wester, Astrid Louise, Ryrfors, Pia, Holmstad, Rune, Mohsin, Mashkoor, Hasan, Rumina, Shakoor, Sadia, Gustafson, Natalie Weiler, Schill, Claudia Huber, Rojas, Maria Luz Zamudio, Velasquez, Jorge Echevarria, Magtibay, Bonifacio B., Catangcatang, Kris, Sibulo, Ruby, Yauce, Felipe Campos, Wasyl, Dariusz, Manaia, Celia, Rocha, Jaqueline, Martins, Jose, Álvaro, Pedro, Di Yoong Wen, Doris, Shin, Hanseob, Hur, Hor-Gil, Yoon, Sukhwan, Bosevska, Golubinka, Kochubovski, Mihail, Cojocaru, Radu, Burduniuc, Olga, Hong, Pei-Ying, Perry, Meghan Rose, Gassama, Amy, Radosavljevic, Vladimir, Tay, Moon Y. F., Zuniga-Montanez, Rogelio, Wuertz, Stefan, Gavačová, Dagmar, Pastuchová, Katarína, Truska, Peter, Trkov, Marija, Keddy, Karen, Esterhuyse, Kerneels, Song, Min Joon, Quintela-Baluja, Marcos, Lopez, Mariano Gomez, Cerdà-Cuéllar, Marta, Perera, R.R.D.P., Bandara, N.K.B.K.R.G.W., Premasiri, H.I., Pathirage, Sujatha, Charlemagne, Kareem, Rutgersson, Carolin, Norrgren, Leif, Örn, Stefan, Boss, Renate, Van der Heijden, Tanja, Hong, Yu-Ping, Kumburu, Happiness Houka, Mdegela, Robinson Hammerthon, Hounmanou, Yaovi Mahuton Gildas, Chonsin, Kaknokrat, Suthienkul, Orasa, Thamlikitkul, Visanu, de Roda Husman, Ana Maria, Bidjada, Bawimodom, Njanpop-Lafourcade, Berthe-Marie, Nikiema-Pessinaba, Somtinda Christelle, Levent, Belkis, Kurekci, Cemil, Ejobi, Francis, Kalule, John Bosco, Thomsen, Jens, Obaidi, Ouidiane, Jassim, Laila Mohamed, Moore, Andrew, Leonard, Anne, Graham, David W., Bunce, Joshua T., Zhang, Lihong, Gaze, William H., Lefor, Brett, Capone, Drew, Sozzi, Emanuele, Brown, Joe, Meschke, John Scott, Sobsey, Mark D., Davis, Michael, Beck, Nicola Koren, Sukapanpatharam, Pardi, Truong, Phuong, Lilienthal, Ronald, Kang, Sanghoon, Wittum, Thomas E., Rigamonti, Natalia, Baklayan, Patricia, Van, Chinh Dang, Tran, Doan Minh Nguyen, Do Phuc, Nguyen, Kwenda, Geoffrey, Larsson, D. G. Joakim, Koopmans, Marion, Woolhouse, Mark, Aarestrup, Frank M., Virology, Producció Animal, and Sanitat Animal

Subjects
genomic analysis, sewage, antimicrobial resistance, Multidisciplinary, Sewage, Drug Resistance, Bacterial, Metagenome, General Physics and Astronomy, Drug Resistance, Bacterial/genetics, Genomics, General Chemistry, General Biochemistry, Genetics and Molecular Biology, Anti-Bacterial Agents/pharmacology, Anti-Bacterial Agents
Abstract

Antimicrobial resistance (AMR) is a major threat to global health. Understanding the emergence, evolution, and transmission of individual antibiotic resistance genes (ARGs) is essential to develop sustainable strategies combatting this threat. Here, we use metagenomic sequencing to analyse ARGs in 757 sewage samples from 243 cities in 101 countries, collected from 2016 to 2019. We find regional patterns in resistomes, and these differ between subsets corresponding to drug classes and are partly driven by taxonomic variation. The genetic environments of 49 common ARGs are highly diverse, with most common ARGs carried by multiple distinct genomic contexts globally and sometimes on plasmids. Analysis of flanking sequence revealed ARG-specific patterns of dispersal limitation and global transmission. Our data furthermore suggest certain geographies are more prone to transmission events and should receive additional attention. Antimicrobial resistance (AMR) is a major threat to global health. Understanding the emergence, evolution, and transmission of individual antibiotic resistance genes (ARGs) is essential to develop sustainable strategies combatting this threat. Here, we use metagenomic sequencing to analyse ARGs in 757 sewage samples from 243 cities in 101 countries, collected from 2016 to 2019. We find regional patterns in resistomes, and these differ between subsets corresponding to drug classes and are partly driven by taxonomic variation. The genetic environments of 49 common ARGs are highly diverse, with most common ARGs carried by multiple distinct genomic contexts globally and sometimes on plasmids. Analysis of flanking sequence revealed ARG-specific patterns of dispersal limitation and global transmission. Our data furthermore suggest certain geographies are more prone to transmission events and should receive additional attention.

Published
2022
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3. Global monitoring of antimicrobial resistance based on metagenomics analyses of urban sewage

Author

Hendriksen, Rene S., Munk, Patrick, Njage, Patrick, van Bunnik, Bram, McNally, Luke, Lukjancenko, Oksana, Röder, Timo, Nieuwenhuijse, David, Pedersen, Susanne Karlsmose, Kjeldgaard, Jette, Kaas, Rolf S., Clausen, Philip Thomas Lanken Conradsen, Vogt, Josef Korbinian, Leekitcharoenphon, Pimlapas, van de Schans, Milou G.M., Zuidema, Tina, de Roda Husman, Ana Maria, Rasmussen, Simon, Petersen, Bent, Bego, Artan, Rees, Catherine, Cassar, Susan, Coventry, Kris, Collignon, Peter, Allerberger, Franz, Rahube, Teddie O., Oliveira, Guilherme, Ivanov, Ivan, Vuthy, Yith, Sopheak, Thet, Yost, Christopher K., Ke, Changwen, Zheng, Huanying, Baisheng, Li, Jiao, Xiaoyang, Donado-Godoy, Pilar, Coulibaly, Kalpy Julien, Jergović, Matijana, Hrenovic, Jasna, Karpíšková, Renáta, Villacis, Jose Eduardo, Legesse, Mengistu, Eguale, Tadesse, Heikinheimo, Annamari, Malania, Lile, Nitsche, Andreas, Brinkmann, Annika, Saba, Courage Kosi Setsoafia, Kocsis, Bela, Solymosi, Norbert, Thorsteinsdottir, Thorunn R., Hatha, Abdulla Mohamed, Alebouyeh, Masoud, Morris, Dearbhaile, Cormican, Martin, O’Connor, Louise, Moran-Gilad, Jacob, Alba, Patricia, Battisti, Antonio, Shakenova, Zeinegul, Kiiyukia, Ciira, Ng’eno, Eric, Raka, Lul, Avsejenko, Jeļena, Bērziņš, Aivars, Bartkevics, Vadims, Penny, Christian, Rajandas, Heraa, Parimannan, Sivachandran, Haber, Malcolm Vella, Pal, Pushkar, Jeunen, Gert Jan, Gemmell, Neil, Fashae, Kayode, Holmstad, Rune, Hasan, Rumina, Shakoor, Sadia, Rojas, Maria Luz Zamudio, Wasyl, Dariusz, Bosevska, Golubinka, Kochubovski, Mihail, Radu, Cojocaru, Gassama, Amy, Radosavljevic, Vladimir, Wuertz, Stefan, Zuniga-Montanez, Rogelio, Tay, Moon Y.F., Gavačová, Dagmar, Pastuchova, Katarina, Truska, Peter, Trkov, Marija, Esterhuyse, Kerneels, Keddy, Karen, Cerdà-Cuéllar, Marta, Pathirage, Sujatha, Norrgren, Leif, Örn, Stefan, Larsson, D. G.Joakim, Heijden, Tanja Van der, Kumburu, Happiness Houka, Sanneh, Bakary, Bidjada, Pawou, Njanpop-Lafourcade, Berthe Marie, Nikiema-Pessinaba, Somtinda Christelle, Levent, Belkis, Meschke, John Scott, Beck, Nicola Koren, Van, Chinh Dang, Tran, Doan Minh Nguyen, Kwenda, Geoffrey, Tabo, Djim adjim, Wester, Astrid Louise, Cuadros-Orellana, Sara, Amid, Clara, Cochrane, Guy, Sicheritz-Ponten, Thomas, Schmitt, Heike, Alvarez, Jorge Raul Matheu, Aidara-Kane, Awa, Pamp, Sünje J., Lund, Ole, Hald, Tine, Woolhouse, Mark, Koopmans, Marion P., Vigre, Håkan, Petersen, Thomas Nordahl, Aarestrup, Frank M., Sub RIVM, dIRAS RA-I&I RA, One Health Microbieel, dIRAS RA-I&I I&I, University of Helsinki, Food Hygiene and Environmental Health, Producció Animal, Sanitat Animal, Tilraunastöð í meinafræði að Keldum (HÍ), Institute for Experimental Pathology, Keldur (UI), Heilbrigðisvísindasvið (HÍ), School of Health Sciences (UI), Háskóli Íslands, University of Iceland, Food Hygiene and Environmental Health, Helsinki One Health (HOH), Zoonotic Antimicrobial Resistance, and Virology

Subjects
0301 basic medicine, Water microbiology, global surveillance, Sanitation, Kwantitatieve Veterinaire Epidemiologie, Drug Resistance, General Physics and Astronomy, Sewage, 02 engineering and technology, Drug resistance, Antimicrobial resistance, 413 Veterinary science, BU Veterinary Drugs, Abundance (ecology), Drug Resistance, Multiple, Bacterial, Genamengi, AMR, lcsh:Science, resistome, Ónæmisfræði, Multidisciplinary, Population Health, 021001 nanoscience & nanotechnology, 3. Good health, Europe, machine learning, Geography, Epidemiological Monitoring, 0210 nano-technology, Asia, Science, Microbial Consortia, Oceania, Article, General Biochemistry, Genetics and Molecular Biology, BU Dierbehandelingsmiddelen, 03 medical and health sciences, Antibiotic resistance, SDG 3 - Good Health and Well-being, Environmental health, Erfðafræði, Life Science, Humans, ddc:610, wastewater, Ecological epidemiology, Bacteria, business.industry, Quantitative Veterinary Epidemiology, prediction, General Chemistry, South America, Resistome, 030104 developmental biology, Genes, Socioeconomic Factors, 416 Food Science, Genes, Bacterial, Metagenomics, ENVIRONMENTAL SURVEILLANCE, Africa, North America, Metagenome, UPDATE, lcsh:Q, business, 610 Medizin und Gesundheit
Abstract

Publisher's version (útgefin grein), Antimicrobial resistance (AMR) is a serious threat to global public health, but obtaining representative data on AMR for healthy human populations is difficult. Here, we use metagenomic analysis of untreated sewage to characterize the bacterial resistome from 79 sites in 60 countries. We find systematic differences in abundance and diversity of AMR genes between Europe/North-America/Oceania and Africa/Asia/South-America. Antimicrobial use data and bacterial taxonomy only explains a minor part of the AMR variation that we observe. We find no evidence for cross-selection between antimicrobial classes, or for effect of air travel between sites. However, AMR gene abundance strongly correlates with socio-economic, health and environmental factors, which we use to predict AMR gene abundances in all countries in the world. Our findings suggest that global AMR gene diversity and abundance vary by region, and that improving sanitation and health could potentially limit the global burden of AMR. We propose metagenomic analysis of sewage as an ethically acceptable and economically feasible approach for continuous global surveillance and prediction of AMR., We are grateful to Hanne Nørgaard Nielsen, Christina Aaby Svendsen, Jacob Dyring Jensen, Birthe S. Rosenqvist Lund, Kate Vina Vibefeldt, Inge Marianne Hansen, Gunhild Larsen, Hanne Mordhorst, and Carsten Bidstrup for technical assistance. We also thank Jeffrey Edward Skiby for internal review. This study has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement no. 643476 (COMPARE), the World Health Organization, The Villum Foundation (VKR023052), and The Novo Nordisk Foundation (NNF16OC0021856: Global Surveillance of Antimicrobial Resistance).

Published
2019
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4. Correction to: Setting a baseline for global urban virome surveillance in sewage

Author

Nieuwenhuijse, David F., Oude Munnink, Bas B., Phan, My V.T., Hendriksen, Rene S., Bego, Artan, Rees, Catherine, Neilson, Elizabeth Heather, Coventry, Kris, Collignon, Peter, Allerberger, Franz, Rahube, Teddie O., Oliveira, Guilherme, Ivanov, Ivan, Sopheak, Thet, Vuthy, Yith, Yost, Christopher K., Tabo, Djim Adjim, Cuadros-Orellana, Sara, Ke, Changwen, Zheng, Huanying, Baisheng, Li, Jiao, Xiaoyang, Donado-Godoy, Pilar, Coulibaly, Kalpy Julien, Hrenovic, Jasna, Jergović, Matijana, Karpíšková, Renáta, Elsborg, Bodil, Legesse, Mengistu, Eguale, Tadesse, Heikinheimo, Annamari, Villacis, Jose Eduardo, Sanneh, Bakary, Malania, Lile, Nitsche, Andreas, Brinkmann, Annika, Saba, Courage Kosi Setsoafia, Kocsis, Bela, Solymosi, Norbert, Thorsteinsdottir, Thorunn R., Hatha, Abdulla Mohamed, Alebouyeh, Masoud, Morris, Dearbhaile, O’Connor, Louise, Cormican, Martin, Moran-Gilad, Jacob, van Passel, Mark, van de Schans, Milou G.M., Zuidema, Tina, and Koopmans, Marion P.G.

Subjects
Team Animal Drugs 1, Life Science
Abstract

The Acknowledgements section in the original version of this Article was incomplete. “This study has received funding from the European Union’s Horizon 2020 research and innovation program under Grant agreement no. 643476 (COMPARE), the World Health Organization, and The Novo Nordisk Foundation (NNF16OC0021856: Global Surveillance of Antimicrobial Resistance). We would like to thank Miranda de Graaf for the technical assistance at Erasmus MC.” now reads: “This study has received funding from the European Union’s Horizon 2020 research and innovation program under Grant agreement no. 643476 (COMPARE), the World Health Organization, and The Novo Nordisk Foundation (NNF16OC0021856: Global Surveillance of Antimicrobial Resistance). My V. T. Phan was supported by a Marie Sklodowska-Curie Individual Fellowship, funded by the EU H2020 research and innovation programme (Grant Agreement No. 799417). We would like to thank Miranda de Graaf for the technical assistance at Erasmus MC.” The original Article has been corrected.

Published
2021

5. Setting a baseline for global urban virome surveillance in sewage

Author

Nieuwenhuijse, David F., Oude Munnink, Bas B., Phan, My V.T., Hendriksen, Rene S., Bego, Artan, Rees, Catherine, Neilson, Elizabeth Heather, Coventry, Kris, Collignon, Peter, Allerberger, Franz, Rahube, Teddie O., Oliveira, Guilherme, Ivanov, Ivan, Sopheak, Thet, Vuthy, Yith, Yost, Christopher K., Tabo, Djim adjim, Cuadros-Orellana, Sara, Ke, Changwen, Zheng, Huanying, Baisheng, Li, Jiao, Xiaoyang, Donado-Godoy, Pilar, Coulibaly, Kalpy Julien, Hrenovic, Jasna, Jergović, Matijana, Karpíšková, Renáta, Elsborg, Bodil, Legesse, Mengistu, Eguale, Tadesse, Heikinheimo, Annamari, Villacis, Jose Eduardo, Sanneh, Bakary, Malania, Lile, Nitsche, Andreas, Brinkmann, Annika, Saba, Courage Kosi Setsoafia, Kocsis, Bela, Solymosi, Norbert, Thorsteinsdottir, Thorunn R., Hatha, Abdulla Mohamed, Alebouyeh, Masoud, Morris, Dearbhaile, O’Connor, Louise, Cormican, Martin, Moran-Gilad, Jacob, Battisti, Antonio, Alba, Patricia, Shakenova, Zeinegul, Kiiyukia, Ciira, Ng’eno, Eric, Raka, Lul, Bērziņš, Aivars, Avsejenko, Jeļena, Bartkevics, Vadims, Penny, Christian, Rajandas, Heraa, Parimannan, Sivachandran, Haber, Malcolm Vella, Pal, Pushkar, Schmitt, Heike, van Passel, Mark, van de Schans, Milou G.M., Zuidema, Tina, Jeunen, Gert Jan, Gemmell, Neil, Fashae, Kayode, Wester, Astrid Louise, Holmstad, Rune, Hasan, Rumina, Shakoor, Sadia, Rojas, Maria Luz Zamudio, Wasyl, Dariusz, Bosevska, Golubinka, Kochubovski, Mihail, Radu, Cojocaru, Gassama†, Amy, Radosavljevic, Vladimir, Tay, Moon Y.F., Zuniga-Montanez, Rogelio, Wuertz, Stefan, Gavačová, Dagmar, Trkov, Marija, Keddy, Karen, Esterhuyse, Kerneels, Cerdà-Cuéllar, Marta, Pathirage, Sujatha, Larsson, D. G.Joakim, Norrgren, Leif, Örn, Stefan, Van der Heijden, Tanja, Kumburu, Happiness Houka, de RodaHusman, Ana Maria, Njanpop-Lafourcade, Berthe Marie, Bidjada, Pawou, Nikiema-Pessinaba, Somtinda Christelle, Levent, Belkis, Meschke, John Scott, Beck, Nicola Koren, Van Dang, Chinh, Tran, Doan Minh Nguyen, Do Phuc, Nguyen, Kwenda, Geoffrey, Munk, Patrick, Venkatakrishnan, Shweta, Aarestrup, Frank M., Cotten, Matthew, Koopmans, Marion P.G., IRAS OH Epidemiology Microbial Agents, dIRAS RA-I&I I&I, Singapore Centre for Environmental Life Sciences and Engineering, Nanyang Technological University Food Technology Centre (NAFTEC), Producció Animal, Sanitat Animal, Virology, University of Helsinki, Food Hygiene and Environmental Health, Helsinki One Health (HOH), Zoonotic Antimicrobial Resistance, IRAS OH Epidemiology Microbial Agents, and dIRAS RA-I&I I&I

Subjects
0301 basic medicine, lcsh:Medicine, Sewage, Pilot Projects, POLIOVIRUS, Disease, CORONAVIRUS, Disease Outbreaks, BU Veterinary Drugs, 0302 clinical medicine, Vegetables, lcsh:Science, metagenomic sequencing, sewage, viral pathogens, virome, virus, 11832 Microbiology and virology, Public health, Multidisciplinary, Virome, ENTEROVIRUSES, 3142 Public health care science, environmental and occupational health, Environmental engineering [Engineering], Geography, Public Health, Environmental Monitoring, VIRUSES, High density, Early detection, Food Contamination, CLASSIFICATION, BU Dierbehandelingsmiddelen, Article, 03 medical and health sciences, SDG 3 - Good Health and Well-being, Environmental health, Humans, Life Science, Human virome, Author Correction, business.industry, lcsh:R, Outbreak, SEASONALITY, Cross-Sectional Studies, 030104 developmental biology, Megacity, Metagenomics, PATTERNS, Metagenome, lcsh:Q, business, 030217 neurology & neurosurgery
Abstract

The rapid development of megacities, and their growing connectedness across the world is becoming a distinct driver for emerging disease outbreaks. Early detection of unusual disease emergence and spread should therefore include such cities as part of risk-based surveillance. A catch-all metagenomic sequencing approach of urban sewage could potentially provide an unbiased insight into the dynamics of viral pathogens circulating in a community irrespective of access to care, a potential which already has been proven for the surveillance of poliovirus. Here, we present a detailed characterization of sewage viromes from a snapshot of 81 high density urban areas across the globe, including in-depth assessment of potential biases, as a proof of concept for catch-all viral pathogen surveillance. We show the ability to detect a wide range of viruses and geographical and seasonal differences for specific viral groups. Our findings offer a cross-sectional baseline for further research in viral surveillance from urban sewage samples and place previous studies in a global perspective.

Published
2020
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6. Setting a baseline for global urban virome surveillance in sewage

Author

IRAS OH Epidemiology Microbial Agents, dIRAS RA-I&I I&I, Nieuwenhuijse, David F., Oude Munnink, Bas B., Phan, My V.T., Hendriksen, Rene S., Bego, Artan, Rees, Catherine, Neilson, Elizabeth Heather, Coventry, Kris, Collignon, Peter, Allerberger, Franz, Rahube, Teddie O., Oliveira, Guilherme, Ivanov, Ivan, Sopheak, Thet, Vuthy, Yith, Yost, Christopher K., Tabo, Djim adjim, Cuadros-Orellana, Sara, Ke, Changwen, Zheng, Huanying, Baisheng, Li, Jiao, Xiaoyang, Donado-Godoy, Pilar, Coulibaly, Kalpy Julien, Hrenovic, Jasna, Jergović, Matijana, Karpíšková, Renáta, Elsborg, Bodil, Legesse, Mengistu, Eguale, Tadesse, Heikinheimo, Annamari, Villacis, Jose Eduardo, Sanneh, Bakary, Malania, Lile, Nitsche, Andreas, Brinkmann, Annika, Saba, Courage Kosi Setsoafia, Kocsis, Bela, Solymosi, Norbert, Thorsteinsdottir, Thorunn R., Hatha, Abdulla Mohamed, Alebouyeh, Masoud, Morris, Dearbhaile, O’Connor, Louise, Cormican, Martin, Moran-Gilad, Jacob, Battisti, Antonio, Alba, Patricia, Shakenova, Zeinegul, Kiiyukia, Ciira, Ng’eno, Eric, Raka, Lul, Bērziņš, Aivars, Avsejenko, Jeļena, Bartkevics, Vadims, Penny, Christian, Rajandas, Heraa, Parimannan, Sivachandran, Haber, Malcolm Vella, Pal, Pushkar, Schmitt, Heike, van Passel, Mark, van de Schans, Milou G.M., Zuidema, Tina, Jeunen, Gert Jan, Gemmell, Neil, Fashae, Kayode, Wester, Astrid Louise, Holmstad, Rune, Hasan, Rumina, Shakoor, Sadia, Rojas, Maria Luz Zamudio, Wasyl, Dariusz, Bosevska, Golubinka, Kochubovski, Mihail, Radu, Cojocaru, Gassama†, Amy, Radosavljevic, Vladimir, Tay, Moon Y.F., Zuniga-Montanez, Rogelio, Wuertz, Stefan, Gavačová, Dagmar, Trkov, Marija, Keddy, Karen, Esterhuyse, Kerneels, Cerdà-Cuéllar, Marta, Pathirage, Sujatha, Larsson, D. G.Joakim, Norrgren, Leif, Örn, Stefan, Van der Heijden, Tanja, Kumburu, Happiness Houka, de RodaHusman, Ana Maria, Njanpop-Lafourcade, Berthe Marie, Bidjada, Pawou, Nikiema-Pessinaba, Somtinda Christelle, Levent, Belkis, Meschke, John Scott, Beck, Nicola Koren, Van Dang, Chinh, Tran, Doan Minh Nguyen, Do Phuc, Nguyen, Kwenda, Geoffrey, Munk, Patrick, Venkatakrishnan, Shweta, Aarestrup, Frank M., Cotten, Matthew, Koopmans, Marion P.G., IRAS OH Epidemiology Microbial Agents, dIRAS RA-I&I I&I, Nieuwenhuijse, David F., Oude Munnink, Bas B., Phan, My V.T., Hendriksen, Rene S., Bego, Artan, Rees, Catherine, Neilson, Elizabeth Heather, Coventry, Kris, Collignon, Peter, Allerberger, Franz, Rahube, Teddie O., Oliveira, Guilherme, Ivanov, Ivan, Sopheak, Thet, Vuthy, Yith, Yost, Christopher K., Tabo, Djim adjim, Cuadros-Orellana, Sara, Ke, Changwen, Zheng, Huanying, Baisheng, Li, Jiao, Xiaoyang, Donado-Godoy, Pilar, Coulibaly, Kalpy Julien, Hrenovic, Jasna, Jergović, Matijana, Karpíšková, Renáta, Elsborg, Bodil, Legesse, Mengistu, Eguale, Tadesse, Heikinheimo, Annamari, Villacis, Jose Eduardo, Sanneh, Bakary, Malania, Lile, Nitsche, Andreas, Brinkmann, Annika, Saba, Courage Kosi Setsoafia, Kocsis, Bela, Solymosi, Norbert, Thorsteinsdottir, Thorunn R., Hatha, Abdulla Mohamed, Alebouyeh, Masoud, Morris, Dearbhaile, O’Connor, Louise, Cormican, Martin, Moran-Gilad, Jacob, Battisti, Antonio, Alba, Patricia, Shakenova, Zeinegul, Kiiyukia, Ciira, Ng’eno, Eric, Raka, Lul, Bērziņš, Aivars, Avsejenko, Jeļena, Bartkevics, Vadims, Penny, Christian, Rajandas, Heraa, Parimannan, Sivachandran, Haber, Malcolm Vella, Pal, Pushkar, Schmitt, Heike, van Passel, Mark, van de Schans, Milou G.M., Zuidema, Tina, Jeunen, Gert Jan, Gemmell, Neil, Fashae, Kayode, Wester, Astrid Louise, Holmstad, Rune, Hasan, Rumina, Shakoor, Sadia, Rojas, Maria Luz Zamudio, Wasyl, Dariusz, Bosevska, Golubinka, Kochubovski, Mihail, Radu, Cojocaru, Gassama†, Amy, Radosavljevic, Vladimir, Tay, Moon Y.F., Zuniga-Montanez, Rogelio, Wuertz, Stefan, Gavačová, Dagmar, Trkov, Marija, Keddy, Karen, Esterhuyse, Kerneels, Cerdà-Cuéllar, Marta, Pathirage, Sujatha, Larsson, D. G.Joakim, Norrgren, Leif, Örn, Stefan, Van der Heijden, Tanja, Kumburu, Happiness Houka, de RodaHusman, Ana Maria, Njanpop-Lafourcade, Berthe Marie, Bidjada, Pawou, Nikiema-Pessinaba, Somtinda Christelle, Levent, Belkis, Meschke, John Scott, Beck, Nicola Koren, Van Dang, Chinh, Tran, Doan Minh Nguyen, Do Phuc, Nguyen, Kwenda, Geoffrey, Munk, Patrick, Venkatakrishnan, Shweta, Aarestrup, Frank M., Cotten, Matthew, and Koopmans, Marion P.G.

Published
2020

7. Setting a baseline for global urban virome surveillance in sewage

Author

Nieuwenhuijse, David, Munnink, Bas B. Oude, Phan, My V. T., Munk, Patrick, Venkatakrishnan, Shweta, Aarestrup, Frank M., Cotten, Matthew, Koopmans, Marion P., Hendriksen, Rene S., Bego, Artan, Rees, Catherine, Neilson, Elizabeth Heather, Coventry, Kris, Collignon, Peter, Allerberger, Franz, Rahube, Teddie O., Oliveira, Guilherme, Ivanov, Ivan, Sopheak, Thet, Vuthy, Yith, Yost, Christopher K., Tabo, Djim-adjim, Cuadros-Orellana, Sara, Ke, Changwen, Zheng, Huanying, Li, Baisheng, Jiao, Xiaoyang, Donado-Godoy, Pilar, Coulibaly, Kalpy Julien, Hrenović, Jasna, Jergović, Matijana, Karpiskova, Renata, Elsborg, Bodil, Legesse, Mengistu, Eguale, Tadesse, Heikinheimo, Annamari, Eduardo Villacis, Jose, Sanneh, Bakary, Malania, Lile, Nitsche, Andreas, Brinkmann, Annika, Saba, Courage Kosi Setsoafa, Kocsis, Bela, Solymosi, Norbert, Thorsteinsdottir, Thorunn R., Hatha, Abdulla Mohamed, Alebouyeh, Masoud, Morris, Dearbhaile, O'Connor, Louise, Cormican, Martin, Moran-Gilad, Jacob, Battisti, Antonio, Alba, Patricia, Shakenova, Zeinegul, Kiiyukia, Ciira, Ng'eno, Eric, Raka, Lul, Berzins, Aivars, Avsejenko, Jelena, Bartkevics, Vadims, Penny, Christian, Rajandas, Heraa, Parimannan, Sivachandran, Haber, Malcolm Vella, Pal, Pushkar, Schmitt, Heike, van Passel, Mark, van de Schans, Milou G. M., Zuidema, Tina, Jeunen, Gert-Jan, Gemmell, Neil, Fashae, Kayode, Wester, Astrid Louise, Holmstad, Rune, Hasan, Rumina, Shakoor, Sadia, Zamudio Rojas, Maria Luz, Wasyl, Dariusz, Bosevska, Golubinka, Kochubovski, Mihail, Radu, Cojocaru, Gassama, Amy, Radosavljević, Vladimir, Tay, Moon Y. F., Zuniga-Montanez, Rogelio, Wuertz, Stefan, Gavacova, Dagmar, Trkov, Marija, Keddy, Karen, Esterhuyse, Kerneels, Cerda-Cuellar, Marta, Pathirage, Sujatha, Larsson, D. G. Joakim, Norrgren, Leif, Orn, Stefan, Van der Heijden, Tanja, Kumburu, Happiness Houka, de RodaHusman, Ana Maria, Njanpop-Lafourcade, Berthe-Marie, Bidjada, Pawou, Nikiema-Pessinaba, Somtinda Christelle, Levent, Belkis, Meschke, John Scott, Beck, Nicola Koren, Chinh, Van Dang, Doan Minh Nguyen, Tran, Nguyen, Do Phuc, Kwenda, Geofrey, Nieuwenhuijse, David, Munnink, Bas B. Oude, Phan, My V. T., Munk, Patrick, Venkatakrishnan, Shweta, Aarestrup, Frank M., Cotten, Matthew, Koopmans, Marion P., Hendriksen, Rene S., Bego, Artan, Rees, Catherine, Neilson, Elizabeth Heather, Coventry, Kris, Collignon, Peter, Allerberger, Franz, Rahube, Teddie O., Oliveira, Guilherme, Ivanov, Ivan, Sopheak, Thet, Vuthy, Yith, Yost, Christopher K., Tabo, Djim-adjim, Cuadros-Orellana, Sara, Ke, Changwen, Zheng, Huanying, Li, Baisheng, Jiao, Xiaoyang, Donado-Godoy, Pilar, Coulibaly, Kalpy Julien, Hrenović, Jasna, Jergović, Matijana, Karpiskova, Renata, Elsborg, Bodil, Legesse, Mengistu, Eguale, Tadesse, Heikinheimo, Annamari, Eduardo Villacis, Jose, Sanneh, Bakary, Malania, Lile, Nitsche, Andreas, Brinkmann, Annika, Saba, Courage Kosi Setsoafa, Kocsis, Bela, Solymosi, Norbert, Thorsteinsdottir, Thorunn R., Hatha, Abdulla Mohamed, Alebouyeh, Masoud, Morris, Dearbhaile, O'Connor, Louise, Cormican, Martin, Moran-Gilad, Jacob, Battisti, Antonio, Alba, Patricia, Shakenova, Zeinegul, Kiiyukia, Ciira, Ng'eno, Eric, Raka, Lul, Berzins, Aivars, Avsejenko, Jelena, Bartkevics, Vadims, Penny, Christian, Rajandas, Heraa, Parimannan, Sivachandran, Haber, Malcolm Vella, Pal, Pushkar, Schmitt, Heike, van Passel, Mark, van de Schans, Milou G. M., Zuidema, Tina, Jeunen, Gert-Jan, Gemmell, Neil, Fashae, Kayode, Wester, Astrid Louise, Holmstad, Rune, Hasan, Rumina, Shakoor, Sadia, Zamudio Rojas, Maria Luz, Wasyl, Dariusz, Bosevska, Golubinka, Kochubovski, Mihail, Radu, Cojocaru, Gassama, Amy, Radosavljević, Vladimir, Tay, Moon Y. F., Zuniga-Montanez, Rogelio, Wuertz, Stefan, Gavacova, Dagmar, Trkov, Marija, Keddy, Karen, Esterhuyse, Kerneels, Cerda-Cuellar, Marta, Pathirage, Sujatha, Larsson, D. G. Joakim, Norrgren, Leif, Orn, Stefan, Van der Heijden, Tanja, Kumburu, Happiness Houka, de RodaHusman, Ana Maria, Njanpop-Lafourcade, Berthe-Marie, Bidjada, Pawou, Nikiema-Pessinaba, Somtinda Christelle, Levent, Belkis, Meschke, John Scott, Beck, Nicola Koren, Chinh, Van Dang, Doan Minh Nguyen, Tran, Nguyen, Do Phuc, and Kwenda, Geofrey

Abstract

The rapid development of megacities, and their growing connectedness across the world is becoming a distinct driver for emerging disease outbreaks. Early detection of unusual disease emergence and spread should therefore include such cities as part of risk-based surveillance. A catch-all metagenomic sequencing approach of urban sewage could potentially provide an unbiased insight into the dynamics of viral pathogens circulating in a community irrespective of access to care, a potential which already has been proven for the surveillance of poliovirus. Here, we present a detailed characterization of sewage viromes from a snapshot of 81 high density urban areas across the globe, including in-depth assessment of potential biases, as a proof of concept for catch-all viral pathogen surveillance. We show the ability to detect a wide range of viruses and geographical and seasonal differences for specific viral groups. Our findings offer a cross-sectional baseline for further research in viral surveillance from urban sewage samples and place previous studies in a global perspective.

Published
2020

8. Global monitoring of antimicrobial resistance based on metagenomics analyses of urban sewage

Author

Sub RIVM, dIRAS RA-I&I RA, One Health Microbieel, dIRAS RA-I&I I&I, Hendriksen, Rene S., Munk, Patrick, Njage, Patrick, van Bunnik, Bram, McNally, Luke, Lukjancenko, Oksana, Röder, Timo, Nieuwenhuijse, David, Pedersen, Susanne Karlsmose, Kjeldgaard, Jette, Kaas, Rolf S., Clausen, Philip Thomas Lanken Conradsen, Vogt, Josef Korbinian, Leekitcharoenphon, Pimlapas, van de Schans, Milou G.M., Zuidema, Tina, de Roda Husman, Ana Maria, Rasmussen, Simon, Petersen, Bent, Bego, Artan, Rees, Catherine, Cassar, Susan, Coventry, Kris, Collignon, Peter, Allerberger, Franz, Rahube, Teddie O., Oliveira, Guilherme, Ivanov, Ivan, Vuthy, Yith, Sopheak, Thet, Yost, Christopher K., Ke, Changwen, Zheng, Huanying, Baisheng, Li, Jiao, Xiaoyang, Donado-Godoy, Pilar, Coulibaly, Kalpy Julien, Jergović, Matijana, Hrenovic, Jasna, Karpíšková, Renáta, Villacis, Jose Eduardo, Legesse, Mengistu, Eguale, Tadesse, Heikinheimo, Annamari, Malania, Lile, Nitsche, Andreas, Brinkmann, Annika, Saba, Courage Kosi Setsoafia, Kocsis, Bela, Solymosi, Norbert, Thorsteinsdottir, Thorunn R., Hatha, Abdulla Mohamed, Alebouyeh, Masoud, Morris, Dearbhaile, Cormican, Martin, O’Connor, Louise, Moran-Gilad, Jacob, Alba, Patricia, Battisti, Antonio, Shakenova, Zeinegul, Kiiyukia, Ciira, Ng’eno, Eric, Raka, Lul, Avsejenko, Jeļena, Bērziņš, Aivars, Bartkevics, Vadims, Penny, Christian, Rajandas, Heraa, Parimannan, Sivachandran, Haber, Malcolm Vella, Pal, Pushkar, Jeunen, Gert Jan, Gemmell, Neil, Fashae, Kayode, Holmstad, Rune, Hasan, Rumina, Shakoor, Sadia, Rojas, Maria Luz Zamudio, Wasyl, Dariusz, Bosevska, Golubinka, Kochubovski, Mihail, Radu, Cojocaru, Gassama, Amy, Radosavljevic, Vladimir, Wuertz, Stefan, Zuniga-Montanez, Rogelio, Tay, Moon Y.F., Gavačová, Dagmar, Pastuchova, Katarina, Truska, Peter, Trkov, Marija, Esterhuyse, Kerneels, Keddy, Karen, Cerdà-Cuéllar, Marta, Pathirage, Sujatha, Norrgren, Leif, Örn, Stefan, Larsson, D. G.Joakim, Heijden, Tanja Van der, Kumburu, Happiness Houka, Sanneh, Bakary, Bidjada, Pawou, Njanpop-Lafourcade, Berthe Marie, Nikiema-Pessinaba, Somtinda Christelle, Levent, Belkis, Meschke, John Scott, Beck, Nicola Koren, Van, Chinh Dang, Tran, Doan Minh Nguyen, Kwenda, Geoffrey, Tabo, Djim adjim, Wester, Astrid Louise, Cuadros-Orellana, Sara, Amid, Clara, Cochrane, Guy, Sicheritz-Ponten, Thomas, Schmitt, Heike, Alvarez, Jorge Raul Matheu, Aidara-Kane, Awa, Pamp, Sünje J., Lund, Ole, Hald, Tine, Woolhouse, Mark, Koopmans, Marion P., Vigre, Håkan, Petersen, Thomas Nordahl, Aarestrup, Frank M., Sub RIVM, dIRAS RA-I&I RA, One Health Microbieel, dIRAS RA-I&I I&I, Hendriksen, Rene S., Munk, Patrick, Njage, Patrick, van Bunnik, Bram, McNally, Luke, Lukjancenko, Oksana, Röder, Timo, Nieuwenhuijse, David, Pedersen, Susanne Karlsmose, Kjeldgaard, Jette, Kaas, Rolf S., Clausen, Philip Thomas Lanken Conradsen, Vogt, Josef Korbinian, Leekitcharoenphon, Pimlapas, van de Schans, Milou G.M., Zuidema, Tina, de Roda Husman, Ana Maria, Rasmussen, Simon, Petersen, Bent, Bego, Artan, Rees, Catherine, Cassar, Susan, Coventry, Kris, Collignon, Peter, Allerberger, Franz, Rahube, Teddie O., Oliveira, Guilherme, Ivanov, Ivan, Vuthy, Yith, Sopheak, Thet, Yost, Christopher K., Ke, Changwen, Zheng, Huanying, Baisheng, Li, Jiao, Xiaoyang, Donado-Godoy, Pilar, Coulibaly, Kalpy Julien, Jergović, Matijana, Hrenovic, Jasna, Karpíšková, Renáta, Villacis, Jose Eduardo, Legesse, Mengistu, Eguale, Tadesse, Heikinheimo, Annamari, Malania, Lile, Nitsche, Andreas, Brinkmann, Annika, Saba, Courage Kosi Setsoafia, Kocsis, Bela, Solymosi, Norbert, Thorsteinsdottir, Thorunn R., Hatha, Abdulla Mohamed, Alebouyeh, Masoud, Morris, Dearbhaile, Cormican, Martin, O’Connor, Louise, Moran-Gilad, Jacob, Alba, Patricia, Battisti, Antonio, Shakenova, Zeinegul, Kiiyukia, Ciira, Ng’eno, Eric, Raka, Lul, Avsejenko, Jeļena, Bērziņš, Aivars, Bartkevics, Vadims, Penny, Christian, Rajandas, Heraa, Parimannan, Sivachandran, Haber, Malcolm Vella, Pal, Pushkar, Jeunen, Gert Jan, Gemmell, Neil, Fashae, Kayode, Holmstad, Rune, Hasan, Rumina, Shakoor, Sadia, Rojas, Maria Luz Zamudio, Wasyl, Dariusz, Bosevska, Golubinka, Kochubovski, Mihail, Radu, Cojocaru, Gassama, Amy, Radosavljevic, Vladimir, Wuertz, Stefan, Zuniga-Montanez, Rogelio, Tay, Moon Y.F., Gavačová, Dagmar, Pastuchova, Katarina, Truska, Peter, Trkov, Marija, Esterhuyse, Kerneels, Keddy, Karen, Cerdà-Cuéllar, Marta, Pathirage, Sujatha, Norrgren, Leif, Örn, Stefan, Larsson, D. G.Joakim, Heijden, Tanja Van der, Kumburu, Happiness Houka, Sanneh, Bakary, Bidjada, Pawou, Njanpop-Lafourcade, Berthe Marie, Nikiema-Pessinaba, Somtinda Christelle, Levent, Belkis, Meschke, John Scott, Beck, Nicola Koren, Van, Chinh Dang, Tran, Doan Minh Nguyen, Kwenda, Geoffrey, Tabo, Djim adjim, Wester, Astrid Louise, Cuadros-Orellana, Sara, Amid, Clara, Cochrane, Guy, Sicheritz-Ponten, Thomas, Schmitt, Heike, Alvarez, Jorge Raul Matheu, Aidara-Kane, Awa, Pamp, Sünje J., Lund, Ole, Hald, Tine, Woolhouse, Mark, Koopmans, Marion P., Vigre, Håkan, Petersen, Thomas Nordahl, and Aarestrup, Frank M.

Published
2019

9. Author Correction: Setting a baseline for global urban virome surveillance in sewage.

Author

Nieuwenhuijse, David F., Oude Munnink, Bas B., Phan, My V. T., the Global Sewage Surveillance project consortium, Hendriksen, Rene S., Bego, Artan, Rees, Catherine, Neilson, Elizabeth Heather, Coventry, Kris, Collignon, Peter, Allerberger, Franz, Rahube, Teddie O., Oliveira, Guilherme, Ivanov, Ivan, Sopheak, Thet, Vuthy, Yith, Yost, Christopher K., Tabo, Djim-adjim, Cuadros-Orellana, Sara, and Ke, Changwen

Subjects
SEWAGE, PUBLISHED errata
Published
2021
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