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1. Development of a prediction model for postoperative pneumonia: A multicentre prospective observational study

Author

Russotto, Vincenzo, Sabate, Sergi, Canet, Jaume, Langeron, Olivier, de Abreu, Marcelo Gama, Gallart, Lluis, Javier Belda, F., Pelosi, Paolo, Hoeft, Andreas, Mazo, Valentin, Leva, Brigitte, Burimi, Jonela, Halefi, Toma, Hoxha, Aleksander, Pilika, Kliti, Selmani, Imelda, Daout, Ve'ronique, Gauthier, Caroline, Kahn, David, Momeni, Mona, Watremez, Christine, Straus, Slavenka, Djonovic-manovic, Dejana, Juros-Zovko, Marina, Komen-Usljebrka, Helga, Orlic, Vlasta, Stuck, Ivana, Balakova, Lenka, Kosinova, Martina, Krikava, Ivo, Stoudek, Roman, Stourac, Petr, Zadrazilova, Katarina, Janvekar, Sanober, Karjagin, Juri, Roivassepp, Kadri, Sormus, Alar, Cuvillon, Philippe, Ibanez-Esteve, Cristina, Raux, Mathieu, Nicolas-Robin, Armelle, Winter, Andre, Brunier, Malte, Engelhard, Kristin, Feldmann, Rita Laufenberg, Lindemann, Raphaele, Mauff, Susanne, Sebastiani, Anne, Zamperoni, Camila, Kessler, Florian, Wittmann, Maria, Bluth, Thomas, Guldner, Andreas, Kiss, Thomas, Braz, Kristina, Ruszkai, Csilla, Micaglio, Massimo, Ori, Carlo, Parotto, Matteo, Persona, Paolo, Giuseppe, Coletta, Carnesecchi, Paolo, Lazzeroni, Denise, Lorenzi, Irene, Castellani, Gianluca, Sances, Daniele, Spano, Gianluca, Tredici, Stefano, Vezzoli, Dario, Brunetti, Iole, Di Noto, Anna, Gratarola, Angelo, Molin, Alexandre, Montagnani, Luca, Pellerano, Giulia, Fusari, Maurizio, Camici, Laura, Guzzetti, Luca, Marangoni, Fabio, Severgnini, Paolo, Di Mauro, Piero, Rapido, Francesca, Tommasino, Concezione, Nemme, Ieva, Nemme, Janis, Blieka, Justinas, Borodiciene, Jurgita, Budryte, Brigita, Karbonskiene, Aurika, Kiudulaite, Inga, Milieskaite, Egle, Rasimaviciute, Renata, Sireviciene, Ugne, Stasaityte, Ramune, Usas, Edgaras, Zarskiene, Giedre, Kontrimaviciute, Egle, Sipylaite, Jurate, Tomkute, Gabija, Bardea, Petra, Klop, Marco, Koch, Marc, Bozilow, Dominika, Goch, Robert, Bonifacio, Joao, Marques, Sofia, dos Santos Ralha, Tania Teresa, Alves, Daniel, Carvalho, Ines, Da Cruz Parente, Josefina Suzana, Tome, Sara, Carmona, Cristina, Costa, Miranda, Lina, Maria, Sierra, Sofia, Balcan, Alina, Cindea, Iulia, Gherghina, Viorel Ionel, Grasa, Catalin, Copotoiu, Ruxandra, Copotoiu, Sanda-Maria, Kovacs, Judit, Szederjesi, Janos, Theil, Arthur, Filipescu, Daniela, Grytsan, Alexey, Kapkan, Tatiana, Rostovtsev, Sergey, Yushkova, Anastasia, Calderon, Ricardo, Cacho, Elena, Marginet, Carolina, Monedero, Pablo, Jose Yepes, Maria, Esparza Minana, Jose Miguel, Granell Gil, Manuel, Rico Portoles, Gabriel, Lisi, Alberto, Perez, Gisela, Poch, Nuria, Arganaraz Quinteros, Mauricio Roberto, Font Bosch, Carme, Torrellardona Llobera, Jordi, Sierra, Pilar, Matute, Mercedes, Alcon Dominguez, Amalia, Jose Arguis, Maria, Belda, Isabel, Carrero, Enrique, Moreno, Jacobo, Rovira, Irene, Ubre, Marta, Castillo, Roberto, Herrero, Silvia, Ballester Lujan, Maria Teresa, Carbonell, Jose, Gencheva, Geri, Gutierrez, Andrea, Llorens, Julio, Machado, Sofia, Llobell, Francisca, Paz Martin, Daniel, Javier Garcia-Miguel, Francisco, Perez Garcia, Anibal, Company, Roque, Ahamdanech Idrissi, Aixa, del Fresno Canaveras, Josefina, Navarro Martinez, Jose Alejandro, Paya Martinez, Estefania, Sanchez Garcia, Ester, Vera Bella, Jorge, India Aldana, Inmaculada, Manuel Campos, J., Pelaez Vaamonde, Xavier, Torra, Montserrat, Arroyo, Raquel, Carlos Cabrera, Juan, Carazo Cordobes, Jesus, Rojo, Amelia, Javier Santiveri, Francisco, Gonzalez, Miriam, Jimenez, Anabel, Jimenez, Yolanda, Marti, Agnes, Moret, Enrique, Rodriguez Nunez, Monica, Velasco, Joaquin, Calderon, Adriana, Gonzalez, Matide, Gonzalez, Olga, Hermira Anchuelo, Ana, Lopez, Eloisa, Sanchez, Esther, Aznarez Zango, Blanca, Garcia Corral, Francisco Jose, Mata Mena, Esperanza, Planas Roca, Antonio, Ayala Soto, Raquel Fernandez Rocio, Quintana, Borja, Rabanal Llevot, Jose Manuel, Williams Camus, Monica Mercedes, Palacios Blanco, Alba, Largo Ruiz, Angela, Rico Feijoo, Jesus, Castellano Garijo, Elvira, Belmonte Cuenca, Julio, Bonet Binimelis, Marcos Jose, Grigorov, Ivaylo, Lluis Aguilar, Josep, De Nadal Clanchet, Miriam, Guerrero Vinas, Encarnacion, Manrique Muniz, Susana, Martin Mora, Victor, Munar Bauza, Francisca, Nunez Aguado, Sonia, Olive Vidal, Montserrat, Panos Gozalo, Maria Luisa, Sanchez Marin, Marcos, Suescun Lopez, Maria Carmen, Maino, Paolo, Yevstratov, Yevhen Eugene, Kucukgoncu, Semra, Senturk, Nuzhet Mert, Ulke, Zerrin Sungur, Russotto, V, Sabate, S, and Canet, J

Subjects
Male, medicine.medical_specialty, Prognosi, MEDLINE, Hospital mortality, Models, Biological, Risk Assessment, 03 medical and health sciences, Postoperative complications, 0302 clinical medicine, Postoperative Complications, 030202 anesthesiology, Odds Ratio, Medicine, Humans, Anesthesia, PULMONARY COMPLICATIONS, HYDROXYETHYL STARCH, HEMORRHAGIC-SHOCK, RISK, RESUSCITATION, VALIDATION, INFECTION, SCORE, Hospital Mortality, Prospective Studies, Prospective cohort study, Aged, business.industry, 030208 emergency & critical care medicine, Odds ratio, Pneumonia, Postoperative pneumonia, Surgical procedures, Middle Aged, Prognosis, respiratory tract diseases, Europe, Prospective Studie, Anesthesiology and Pain Medicine, Multicenter study, Surgical Procedures, Operative, Emergency medicine, Observational study, Female, Postoperative Complication, business, Respiratory insufficiency, Human
Abstract

BACKGROUNDPostoperative pneumonia is associated with increased morbidity, mortality and costs. Prediction models of pneumonia that are currently available are based on retrospectively collected data and administrative coding systems.OBJECTIVETo identify independent variables associated with the occurrence of postoperative pneumonia.DESIGNA prospective observational study of a multicentre cohort (Prospective Evaluation of a RIsk Score for postoperative pulmonary COmPlications in Europe database).SETTINGSixty-three hospitals in Europe.PATIENTSPatients undergoing surgery under general and/or regional anaesthesia during a 7-day recruitment period.MAIN OUTCOME MEASUREThe primary outcome was postoperative pneumonia. Definition: the need for treatment with antibiotics for a respiratory infection and at least one of the following criteria: new or changed sputum; new or changed lung opacities on a clinically indicated chest radiograph; temperature more than 38.3 °C; leucocyte count more than 12 000 μl-1.RESULTSPostoperative pneumonia occurred in 120 out of 5094 patients (2.4%). Eighty-two of the 120 (68.3%) patients with pneumonia required ICU admission, compared with 399 of the 4974 (8.0%) without pneumonia (P < 0.001). We identified five variables independently associated with postoperative pneumonia: functional status [odds ratio (OR) 2.28, 95% confidence interval (CI) 1.58 to 3.12], pre-operative SpO2 values while breathing room air (OR 0.83, 95% CI 0.78 to 0.84), intra-operative colloid administration (OR 2.97, 95% CI 1.94 to 3.99), intra-operative blood transfusion (OR 2.19, 95% CI 1.41 to 4.71) and surgical site (open upper abdominal surgery OR 3.98, 95% CI 2.19 to 7.59). The model had good discrimination (c-statistic 0.89) and calibration (Hosmer-Lemeshow P = 0.572).CONCLUSIONWe identified five variables independently associated with postoperative pneumonia. The model performed well and after external validation may be used for risk stratification and management of patients at risk of postoperative pneumonia.TRIAL REGISTRATIONNCT 01346709 (ClinicalTrials.gov).

Published
2018

2. Revised Evaluation of Hemodilution Response in the Semi-Closed Loop Infusion System

Author

Markevicius, Vytautas, Cincikas, Darius, Porvaneckas, Narunas, Stankevicius, Edgaras, Navikas, Dangirutis, Andriukaitis, Darius, Sipylaite, Jurate, Svediene, Saule, Uvarovas, Valentinas, Satkauskas, Igoris, Kvederas, Giedrius, Valinevicius, Algimantas, Zilys, Mindaugas, and Andrijauskas, Audrius

Subjects
SCLIS, fluids, ACDSS, hemoglobin, mVLT
Abstract

A mini volume loading test (mVLT) method is used for decision making in our prototype semi-closed loop infusion system (SCLIS). The mVLT fluid protocol consists of hemodilution response-guided mini fluid challenges. Each mini fluid challenge (MFC) consists of a 2.5 ml kg-1–5 ml kg-1 crystalloid bolus infused over 2 min–5 min and followed by a 5 min period with no fluids. Arterial plasma dilution efficacy (aPDE) of a MFC is calculated from invasively measured hemoglobin (aHb) before and after each MFC. Capillary plasma dilution efficacy (cPDE) is calculated from noninvasively measured hemoglobin (SpHb). The zero or negative arterio-capillary plasmadilution efficacy difference (acPED ≤ 0 p.d.u.) is an indication of hemodilution non-response and imminent edema. However, it requires both invasive and noninvasive hemoglobin measurements. A non-invasive assessment of hemodilution response within the mVLT method would increase its practical application and reduce costs further enhancing its applicability in the SCLIS. This possibility exists if the cPDE could reliably predict the acPED value or the hemodilution response (the presence of acPED within a range of > 0) or non-response (acPED ≤ 0). We report a retrospective observational study in an elective total knee arthoplasty (TKA) setting. The 2.5 ml kg-1 boluses were used in six MFCs in both pre- and post-operative mVLT sessions. The primary objective was to assess the accuracy of cPDE in predicting the hemodilution response using the receiver operating characteristic (ROC) curve and gray zone approaches.Our secondary objective was to investigate the feasibility of a statistical optimization method (SOM) in predicting the acPED. The analysis included 480 paired values of cPDE and acPED. The best cut-off value for cPDE was 0.015 p.d.u. (specificity =0.84, sensitivity = 0.90). The gray zone identified a range of cPDE values between 0.013 and 0.028 (p.d.u.) for which the hemodilution response could not be indicated reliably. The 14 % of the cPDE values were in this range. The non-invasive evaluation of hemodilution response is acceptably accurate in the perioperative TKA setting. The mVLT algorithm within our prototype SCLIS was upgraded by implementing the results of the present study.

Published
2017

3. Intraoperative transfusion practices and perioperative outcome in the European elderly: A secondary analysis of the observational ETPOS study

Author

Grusser L., Keszei A., Coburn M., Rossaint R., Ziemann S., Kowark A, Daniela Filipescu, Sibylle Kozek-Langenecker, Juan V Llau Pitarch, Susan Mallett, Peter Martus, Idit Matot, Jens Meier, Axel Unterrainer, Dieter Adelmann, Daniel von Langen, Petra Innerhofer, Nicole Innerhofer-Pompernigg, Stefan De Hert, Luc De Baerdemaeker, Jurgen van Limmen, Piet Wyffels, Björn Heyse, Margot Vanderlaenen, Maud Beran, David Kahn, Audrey Prospiech, Luc Jamaer, Freya Mulders, Stefan Jacobs, Wannes Baeten, Sofie Platteau, Isabelle Maquoi, Severine Lauwick, Marc Senard, Vincent Ninane, Jean-Pierre Lecoq, Pierre Boveroux, Grégory Hans, Marcel Vercauteren, Brigitte Leva, Benoit Plichon, Vojislav Vujanovič, Ismet Suljevic, Hened Kelle, Denis Gustin, Matea Bogdanovic Dvorscak, Tamara Lupis, Jadranka Pavičić Šarić, Nataša Paklar, Dagmar Oberhofer, Ira Skok, Borana Kirigin, Ikic Visnja, Marina Kresic, Slavica Kvolik, Renatas Krobot, Vladimir Cerny, Jana Striteska, Marcela Bilska, Petr Štourač, Hana Harazim, Olga Smékalová, Martina Kosinová, Jozef Klučka, Rita Pacasová, Kim Ekelund, Indrek Rätsep, Juri Oganjan, Nadezda Smirnova, Peeter Kivik, Juri Karjagin, Alar Rokk, Alar Sõrmus, Bertrand Rozec, Jean-Christophe Rigal, Jean-Pierre Gouraud, Anne-Marie Chupin, Xavier Ambrosi, Laurent Brisard, Sylvie Decagny, Charles Marc Samama, Lionel Lidzborski, Matthieu Boisson, Anne-Laure Arcade, Gilbert Lorre, Peter Rosenberger, Hannah Merz, Ulrich Goebel, Bettina Schnitter, Hartmut Buerkle, Roland Tomasi, Vera von Dossow-Hanfstingl, Florian Brettner, Andreas Bayer, André Gottschalk, Nicolas Jakobs, Mark Coburn, Ana Kowark, Rolf Rossaint, Rita Laufenberg, Marion Ferner, Michael Schuster, Lydia Strys, Susanne Mauff, Kornel Skitek, Ewa Zielinska-Skitek, Gregor Schittek, Andreas Hoeft, Andreas Fleischer, Maria Wittmann, Florian Kessler, Anne Rohner, Peter Kranke, Christian Wunder, Johanna Jokinen, Kristin Budow, Christopher Prasser, Eva Werner, Alina Balandin, Norbert Ahrens, Kai Zacharowski, Patrick Meybohm, Kassiani Theodoraki, George Giokas, Tasoulis Marios-Konstantinos, Ageliki Pandazi, Aikaterini Kyttari, Eygenia Koursoumi, Georgios Anthopoulos, Antonis Andreou, Athanasios Rantis, Dimitrios Valsamidis, Pelagia Klimi, Konstantinos Katsanoulas, Demetrios Korfiotis, Christos Soumelidis, Fotios Papaspyros, Olga Kiskira, Tilemachos Paraskeuopoulos, Donal Buggy, Mortimer Kelleher, Liz Coghlan, Vladimir Verenkin, Anat Cattan, Francesco Bona, Felicino Debernardi, Andrea Cortegiani, Santi Maurizio Raineri, Giuseppe Accurso, Elena Gramigni, Leonardo Cenni, Laura Campiglia, Irene Lorenzi, Maria Grazia Militello, Tamara Biscioni, Andrius Macas, Daiva Apanaviciute, Darius Trepenaitis, Arunas Gelmanas, Diana Bilshiene, Jurate Sipylaite, Gabija Tomkute, Egle Kontrimaviciut, Renatas Tikuisis, Francis Borg, Ion Chesov, Serghei Cobiletchi, Victoria Moghildea, Bas Verdouw, J F van Poorten, Nick van Dasselaar, Marcus Daniel Lance, Britta de Waal, Lucienne Kropman, Peter van Noord, Benedikt Preckel, Lena Koers, Markus W Hollmann, Holger Baumann, Ankie W M M Koopman-van Gemert, Tore Reikvam, Tore Hervig, Kasper Gymoese Berthelsen, Ingvild Hausberg Sørvoll, Mirosław Czuczwar, Michał Borys, Paweł Piwowarczyk, Suzana Parente, Diogo Martins, Gloria Tareco, Ligia Reis, Joana Amaral, Daniel Ferreira, José Manuel Gonçalves Aguiar, Zélia Moreira, Filipa Lagarto, Filipa Pereira, Maria Lina Miranda, Sofia Serra, Alexandre Carrilho, José Pinto, Sandra Dias, Rita Poeria, Filipe Linda, Silvia Pica, Helder Martinho, Francisco Matias, Claudia Alves, Valentina Almeida, Margarida Marques, Emilia Martires, Piedade Gomes, Elizabete Pereira, Joana Jesus, Claudia Carreira, Carlos Seco, Carlos Bento, Helena Vieira, Luciane Pereira, Fernando Pinto, Luisa Silva, Marta Azenha, Maged Zarif, Ana Bernardino, Ana Raimundo, Ana Lopes, Melissa Fernandes, Beatriz Campos, Ana Macedo, Filipe Pinheiro, Sonia Duarte, Alexandra Saraiva, Catia Real, Marilena Alina Paunescu, Alexandru Bogdan Prodan, Mihai Stefan, Cristian Boros, Marius Tifrea, Anca Dragan, Horhota Lucian, Alida Moise, Carmen Arion-Balescu, Natalia Mincu, Viorel Gherghina, Iulia Cindea, Dan Costea, Ravzan Popescu, Dana Tomescu, Ecaterina Scarlatescu, Esenia Calancea, Ruxandra Copotoiu, Sanda Maria Copotoiu, Victoria Barsan, Dan Corneci, Rely Manolescu, Toma Diana, Denisa Nitu, Georgian Popica, Gabriela Droc, Nicoleta Jipa Lavina, Roxana Ciobanasu, Anna Maria Munteanu, Denisa Anastase, Iona Grintescu, Liliana Mirea, Alexandra Manoleli, Ciobanu Elena, Mary Nicoleta Lupu, Madalina Nina Sandu, Bicolae Bacalbasa, Florenta Calarasu, Alexey Grytsan, Andrey Gasenkampf, Alexander Kulikov, Alexander Shmigelsky, Vojislava Nescovic, Rade Vukovic, Uros Petrovic, Milic Veljovic, Dragana Unic-Stojanovic, Gordana Jovanovic, Ivana Kvrgic, Dragana Rakic, Roman Záhorec, Daniel Cintula, Tomas Veselovsky, Katarina Galkova, Jordana Stevikova, Andrea Číková, Zora Flassikova, Anna Dobisova, Jasmina Markovic Bozic, Minca Voje, Andriy Grynyuk, Alenka Spindler Yesel, Sabina Stivan, Peter Poredos, Darja Kasnik, Jasna Uranjek, Raquel Ferrandis, Sofia Machado, Liliana Henao, Tania Moreno, Ana Izquierdo, Carlos Delgado, Angela Camps, Susana Manrique, Alejandro Arbelaez, Pilar Tormos, Helena Serrano, Irene Garcia, Elvira Bisbe Vives, Luís Moltó, Tania Villar, Enrique Moret, Raquel Tolós, Esther Martínez, Misericordia Basora, Beatriz Tena, Roger Pujol, Jorge Vera Bella, Thomas Mallor, Pablo Mondero, Luis Lopez, Francisco Hidalgo, Maria Bermudez Lopez, Ana Velasco, Begona Bascuas, Victoria Moral, Diana Gómez Martinez, Alfredo Merten, J A Fernández, Nadia Diana Kinast, A Font, Maggi Genaro, Emilia Guasch, Fernando Gilsanz, Raul Martinez, Renato Schiraldi, Ever Martinez, Marta Barquero López, Alexo Lopez Alvarez, Yvan Enrique Sanchez Sanchez, Adriana Roman Fernandez, Olalla Varela Garcia, Marian Angeles Orallo Moran, Veronica Gonzalez Monzon, Óscar Sánchez López, David Sanchez Perez, Pablo Molano Diaz, Concepcion Cassinello, Maria Pilar Jubera, Maria Soler Pedrola, Julio Belmonte Cuenca, Sören Söndergaard, Till Rudolph, Kristin Åkeröy, Monir Jawad, Yousif Saeed, Sergej Safonov, Mona Andersson, Jan Wernerman, Suzanne Odeberg-Wernerman, Tommi Blom, Nesil Deger Coskunfirat, Zekiye Bigat, Suat Sanlı, O Koray Coskunfirat, Atilla Ramazanoğlu, Neval Boztug Uz, Ali Emre Camci, Omur Aksoy, Esra Saka, Oguzhan Arun, Sevda Ozkardesler, Dilek Omur, Mert Akan, Zuleyha Kazak Bengisun, Hakan Yılmaz, Perihan Ekmekci, Onur Selvi, Neslihan Alkis, Çiğdem Yıldırım, Başak Ceyda Meço, Zekeriyye Alanoğlu, Sergiy Vorotyntsev, Yevgen Yakymenko, Galina Troyan, Mohammed Alousi, Sarah James, Paula Meale, Ahmed Chishti, Matt Garner, Rita Singh, Nicola Hirschauer, Charley Higham, Andrea Bell, Alistair Cain, Chris Perry, Katy Davies, Claire Leech, Verity Calder, Shaman Jhanji, Varma Sandeep, Karen Simeson, Philip Watt, Nigel Dunk, Rosemary Ferrie, Margaret Wright, Lynn Everett, Andrew Ferguson, Laura Espie, Gail Browne, Matthew Dickinson, Ashok Nair, Deborah Clements, Peter Carvalho, Thomas Collyer, Jens Bolten, Lajos Zsisku, Attila Petri, Mohammed Ramadan, Tracey Ellimah, Martus, Peter, Laufenberg, Rita, Ferner, Marion, Schuster, Michael, Strys, Lydia, Mauff, Susanne, Skitek, Kornel, Zielinska-Skitek, Ewa, Schittek, Gregor, Hoeft, Andreas, Fleischer, Andreas, Matot, Idit, Wittmann, Maria, Kessler, Florian, Rohner, Anne, Kranke, Peter, Wunder, Christian, Jokinen, Johanna, Budow, Kristin, Prasser, Christopher, Werner, Eva, Balandin, Alina, Meier, Jens, Ahrens, Norbert, Zacharowski, Kai, Meybohm, Patrick, Theodoraki, Kassiani, Giokas, George, Marios-Konstantinos, Tasoulis, Pandazi, Ageliki, Kyttari, Aikaterini, Koursoumi, Eygenia, Anthopoulos, Georgios, Unterrainer, Axel, Andreou, Antonis, Rantis, Athanasios, Valsamidis, Dimitrios, Klimi, Pelagia, Katsanoulas, Konstantinos, Korfiotis, Demetrios, Soumelidis, Christos, Papaspyros, Fotios, Kiskira, Olga, Paraskeuopoulos, Tilemachos, Adelmann, Dieter, Buggy, Donal, Kelleher, Mortimer, Coghlan, Liz, Verenkin, Vladimir, Cattan, Anat, Bona, Francesco, Debernardi, Felicino, Cortegiani, Andrea, Raineri, Santi Maurizio, Accurso, Giuseppe, von Langen, Daniel, Gramigni, Elena, Cenni, Leonardo, Campiglia, Laura, Lorenzi, Irene, Militello, Maria Grazia, Biscioni, Tamara, Macas, Andrius, Apanaviciute, Daiva, Trepenaitis, Darius, Gelmanas, Arunas, Innerhofer, Petra, Bilshiene, Diana, Sipylaite, Jurate, Tomkute, Gabija, Kontrimaviciut, Egle, Tikuisis, Renatas, Borg, Francis, Chesov, Ion, Cobiletchi, Serghei, Moghildea, Victoria, Verdouw, Bas, Innerhofer-Pompernigg, Nicole, van Poorten, J. F., van Dasselaar, Nick, Lance, Marcus Daniel, de Waal, Britta, Kropman, Lucienne, van Noord, Peter, Preckel, Benedikt, Koers, Lena, Hollmann, Markus W., Baumann, Holger, De Hert, Stefan, Koopman-van Gemert, Ankie W. M. M., Reikvam, Tore, Hervig, Tore, Berthelsen, Kasper Gymoese, Sørvoll, Ingvild Hausberg, Czuczwar, Mirosław, Borys, Michał, Piwowarczyk, Paweł, Parente, Suzana, Martins, Diogo, De Baerdemaeker, Luc, Tareco, Gloria, Reis, Ligia, Amaral, Joana, Ferreira, Daniel, Gonçalves Aguiar, José Manuel, Moreira, Zélia, Lagarto, Filipa, Pereira, Filipa, Miranda, Maria Lina, Serra, Sofia, van Limmen, Jurgen, Carrilho, Alexandre, Pinto, José, Dias, Sandra, Poeria, Rita, Linda, Filipe, Pica, Silvia, Martinho, Helder, Matias, Francisco, Alves, Claudia, Almeida, Valentina, Wyffels, Piet, Marques, Margarida, Martires, Emilia, Gomes, Piedade, Pereira, Elizabete, Jesus, Joana, Carreira, Claudia, Seco, Carlos, Bento, Carlos, Vieira, Helena, Pereira, Luciane, Heyse, Björn, Pinto, Fernando, Silva, Luisa, Azenha, Marta, Zarif, Maged, Bernardino, Ana, Raimundo, Ana, Lopes, Ana, Fernandes, Melissa, Campos, Beatriz, Macedo, Ana, Vanderlaenen, Margot, Pinheiro, Filipe, Duarte, Sonia, Saraiva, Alexandra, Real, Catia, Paunescu, Marilena Alina, Bogdan Prodan, Alexandru, Stefan, Mihai, Boros, Cristian, Tifrea, Marius, Dragan, Anca, Beran, Maud, Lucian, Horhota, Moise, Alida, Arion-Balescu, Carmen, Mincu, Natalia, Gherghina, Viorel, Cindea, Iulia, Costea, Dan, Popescu, Ravzan, Tomescu, Dana, Scarlatescu, Ecaterina, Kahn, David, Calancea, Esenia, Copotoiu, Ruxandra, Copotoiu, Sanda Maria, Barsan, Victoria, Corneci, Dan, Manolescu, Rely, Diana, Toma, Nitu, Denisa, Popica, Georgian, Droc, Gabriela, Prospiech, Audrey, Jipa Lavina, Nicoleta, Ciobanasu, Roxana, Munteanu, Anna Maria, Anastase, Denisa, Grintescu, Iona, Mirea, Liliana, Manoleli, Alexandra, Elena, Ciobanu, Lupu, Mary Nicoleta, Sandu, Madalina Nina, Jamaer, Luc, Bacalbasa, Bicolae, Calarasu, Florenta, Grytsan, Alexey, Gasenkampf, Andrey, Kulikov, Alexander, Shmigelsky, Alexander, Nescovic, Vojislava, Vukovic, Rade, Petrovic, Uros, Veljovic, Milic, Mulders, Freya, Unic-Stojanovic, Dragana, Jovanovic, Gordana, Kvrgic, Ivana, Rakic, Dragana, Záhorec, Roman, Cintula, Daniel, Veselovsky, Tomas, Galkova, Katarina, Stevikova, Jordana, Číková, Andrea, Jacobs, Stefan, Flassikova, Zora, Dobisova, Anna, Markovic Bozic, Jasmina, Voje, Minca, Grynyuk, Andriy, Spindler Yesel, Alenka, Stivan, Sabina, Poredos, Peter, Kasnik, Darja, Uranjek, Jasna, Baeten, Wannes, Ferrandis, Raquel, Machado, Sofia, Henao, Liliana, Moreno, Tania, Izquierdo, Ana, Delgado, Carlos, Camps, Angela, Manrique, Susana, Arbelaez, Alejandro, Tormos, Pilar, Platteau, Sofie, Serrano, Helena, Garcia, Irene, Bisbe Vives, Elvira, Moltó, Luís, Villar, Tania, Moret, Enrique, Tolós, Raquel, Martínez, Esther, Basora, Misericordia, Tena, Beatriz, Maquoi, Isabelle, Pujol, Roger, Vera Bella, Jorge, Mallor, Thomas, Mondero, Pablo, Lopez, Luis, Hidalgo, Francisco, Bermudez Lopez, Maria, Velasco, Ana, Bascuas, Begona, Moral, Victoria, Lauwick, Severine, Gómez Martinez, Diana, Merten, Alfredo, Fernández, J. A., Kinast, Nadia Diana, Font, A., Genaro, Maggi, Guasch, Emilia, Gilsanz, Fernando, Martinez, Raul, Schiraldi, Renato, Senard, Marc, Martinez, Ever, Barquero López, Marta, Lopez Alvarez, Alexo, Sanchez Sanchez, Yvan Enrique, Roman Fernandez, Adriana, Varela Garcia, Olalla, Orallo Moran, Marian Angeles, Gonzalez Monzon, Veronica, Sánchez López, Óscar, Sanchez Perez, David, Ninane, Vincent, Molano Diaz, Pablo, Cassinello, Concepcion, Pilar Jubera, Maria, Soler Pedrola, Maria, Belmonte Cuenca, Julio, Söndergaard, Sören, Rudolph, Till, Åkeröy, Kristin, Jawad, Monir, Saeed, Yousif, Lecoq, Jean-Pierre, Safonov, Sergej, Andersson, Mona, Wernerman, Jan, Odeberg-Wernerman, Suzanne, Blom, Tommi, Deger Coskunfirat, Nesil, Bigat, Zekiye, Sanlı, Suat, Coskunfirat, O. Koray, Ramazanoğlu, Atilla, Boveroux, Pierre, Boztug Uz, Neval, Camci, Ali Emre, Aksoy, Omur, Saka, Esra, Arun, Oguzhan, Ozkardesler, Sevda, Omur, Dilek, Akan, Mert, Bengisun, Zuleyha Kazak, Yılmaz, Hakan, Hans, Grégory, Ekmekci, Perihan, Selvi, Onur, Alkis, Neslihan, Yıldırım, Çiğdem, Ceyda Meço, Başak, Alanoğlu, Zekeriyye, Vorotyntsev, Sergiy, Yakymenko, Yevgen, Troyan, Galina, Alousi, Mohammed, Vercauteren, Marcel, James, Sarah, Meale, Paula, Chishti, Ahmed, Garner, Matt, Singh, Rita, Hirschauer, Nicola, Higham, Charley, Bell, Andrea, Cain, Alistair, Perry, Chris, Leva, Brigitte, Davies, Katy, Leech, Claire, Calder, Verity, Jhanji, Shaman, Sandeep, Varma, Simeson, Karen, Watt, Philip, Dunk, Nigel, Ferrie, Rosemary, Wright, Margaret, Plichon, Benoit, Everett, Lynn, Ferguson, Andrew, Espie, Laura, Browne, Gail, Dickinson, Matthew, Nair, Ashok, Clements, Deborah, Carvalho, Peter, Collyer, Thomas, Bolten, Jens, Vujanovič, Vojislav, Zsisku, Lajos, Petri, Attila, Ramadan, Mohammed, Ellimah, Tracey, Suljevic, Ismet, Kelle, Hened, Gustin, Denis, Bogdanovic Dvorscak, Matea, Lupis, Tamara, Pavičić Šarić, Jadranka, Paklar, Nataša, Oberhofer, Dagmar, Skok, Ira, Kirigin, Borana, Visnja, Ikic, Kresic, Marina, Kvolik, Slavica, Krobot, Renatas, Cerny, Vladimir, Striteska, Jana, Bilska, Marcela, Filipescu, Daniela, Štourač, Petr, Harazim, Hana, Smékalová, Olga, Kosinová, Martina, Klučka, Jozef, Pacasová, Rita, Ekelund, Kim, Rätsep, Indrek, Oganjan, Juri, Smirnova, Nadezda, Kozek-Langenecker, Sibylle, Kivik, Peeter, Karjagin, Juri, Rokk, Alar, Sõrmus, Alar, Rozec, Bertrand, Rigal, Jean-Christophe, Gouraud, Jean-Pierre, Chupin, Anne-Marie, Ambrosi, Xavier, Brisard, Laurent, Llau Pitarch, Juan V., Decagny, Sylvie, Samama, Charles Marc, Lidzborski, Lionel, Boisson, Matthieu, Arcade, Anne-Laure, Lorre, Gilbert, Rosenberger, Peter, Merz, Hannah, Goebel, Ulrich, Schnitter, Bettina, Mallett, Susan, Buerkle, Hartmut, Tomasi, Roland, von Dossow-Hanfstingl, Vera, Brettner, Florian, Bayer, Andreas, Gottschalk, André, Jakobs, Nicolas, Coburn, Mark, Kowark, Ana, Rossaint, Rolf, Grusser L., Keszei A., Coburn M., Rossaint R., Ziemann S., Kowark A, Daniela Filipescu, Sibylle Kozek-Langenecker, Juan V Llau Pitarch, Susan Mallett, Peter Martus, Idit Matot, Jens Meier, Axel Unterrainer, Dieter Adelmann, Daniel von Langen, Petra Innerhofer, Nicole Innerhofer-Pompernigg, Stefan De Hert, Luc De Baerdemaeker, Jurgen van Limmen, Piet Wyffels, Björn Heyse, Margot Vanderlaenen, Maud Beran, David Kahn, Audrey Prospiech, Luc Jamaer, Freya Mulders, Stefan Jacobs, Wannes Baeten, Sofie Platteau, Isabelle Maquoi, Severine Lauwick, Marc Senard, Vincent Ninane, Jean-Pierre Lecoq, Pierre Boveroux, Grégory Hans, Marcel Vercauteren, Brigitte Leva, Benoit Plichon, Vojislav Vujanovič, Ismet Suljevic, Hened Kelle, Denis Gustin, Matea Bogdanovic Dvorscak, Tamara Lupis, Jadranka Pavičić Šarić, Nataša Paklar, Dagmar Oberhofer, Ira Skok, Borana Kirigin, Ikic Visnja, Marina Kresic, Slavica Kvolik, Renatas Krobot, Vladimir Cerny, Jana Striteska, Marcela Bilska, Petr Štourač, Hana Harazim, Olga Smékalová, Martina Kosinová, Jozef Klučka, Rita Pacasová, Kim Ekelund, Indrek Rätsep, Juri Oganjan, Nadezda Smirnova, Peeter Kivik, Juri Karjagin, Alar Rokk, Alar Sõrmus, Bertrand Rozec, Jean-Christophe Rigal, Jean-Pierre Gouraud, Anne-Marie Chupin, Xavier Ambrosi, Laurent Brisard, Sylvie Decagny, Charles Marc Samama, Lionel Lidzborski, Matthieu Boisson, Anne-Laure Arcade, Gilbert Lorre, Peter Rosenberger, Hannah Merz, Ulrich Goebel, Bettina Schnitter, Hartmut Buerkle, Roland Tomasi, Vera von Dossow-Hanfstingl, Florian Brettner, Andreas Bayer, André Gottschalk, Nicolas Jakobs, Mark Coburn, Ana Kowark, Rolf Rossaint, Rita Laufenberg, Marion Ferner, Michael Schuster, Lydia Strys, Susanne Mauff, Kornel Skitek, Ewa Zielinska-Skitek, Gregor Schittek, Andreas Hoeft, Andreas Fleischer, Maria Wittmann, Florian Kessler, Anne Rohner, Peter Kranke, Christian Wunder, Johanna Jokinen, Kristin Budow, Christopher Prasser, Eva Werner, Alina Balandin, Norbert Ahrens, Kai Zacharowski, Patrick Meybohm, Kassiani Theodoraki, George Giokas, Tasoulis Marios-Konstantinos, Ageliki Pandazi, Aikaterini Kyttari, Eygenia Koursoumi, Georgios Anthopoulos, Antonis Andreou, Athanasios Rantis, Dimitrios Valsamidis, Pelagia Klimi, Konstantinos Katsanoulas, Demetrios Korfiotis, Christos Soumelidis, Fotios Papaspyros, Olga Kiskira, Tilemachos Paraskeuopoulos, Donal Buggy, Mortimer Kelleher, Liz Coghlan, Vladimir Verenkin, Anat Cattan, Francesco Bona, Felicino Debernardi, Andrea Cortegiani, Santi Maurizio Raineri, Giuseppe Accurso, Elena Gramigni, Leonardo Cenni, Laura Campiglia, Irene Lorenzi, Maria Grazia Militello, Tamara Biscioni, Andrius Macas, Daiva Apanaviciute, Darius Trepenaitis, Arunas Gelmanas, Diana Bilshiene, Jurate Sipylaite, Gabija Tomkute, Egle Kontrimaviciut, Renatas Tikuisis, Francis Borg, Ion Chesov, Serghei Cobiletchi, Victoria Moghildea, Bas Verdouw, J F van Poorten, Nick van Dasselaar, Marcus Daniel Lance, Britta de Waal, Lucienne Kropman, Peter van Noord, Benedikt Preckel, Lena Koers, Markus W Hollmann, Holger Baumann, Ankie W M M Koopman-van Gemert, Tore Reikvam, Tore Hervig, Kasper Gymoese Berthelsen, Ingvild Hausberg Sørvoll, Mirosław Czuczwar, Michał Borys, Paweł Piwowarczyk, Suzana Parente, Diogo Martins, Gloria Tareco, Ligia Reis, Joana Amaral, Daniel Ferreira, José Manuel Gonçalves Aguiar, Zélia Moreira, Filipa Lagarto, Filipa Pereira, Maria Lina Miranda, Sofia Serra, Alexandre Carrilho, José Pinto, Sandra Dias, Rita Poeria, Filipe Linda, Silvia Pica, Helder Martinho, Francisco Matias, Claudia Alves, Valentina Almeida, Margarida Marques, Emilia Martires, Piedade Gomes, Elizabete Pereira, Joana Jesus, Claudia Carreira, Carlos Seco, Carlos Bento, Helena Vieira, Luciane Pereira, Fernando Pinto, Luisa Silva, Marta Azenha, Maged Zarif, Ana Bernardino, Ana Raimundo, Ana Lopes, Melissa Fernandes, Beatriz Campos, Ana Macedo, Filipe Pinheiro, Sonia Duarte, Alexandra Saraiva, Catia Real, Marilena Alina Paunescu, Alexandru Bogdan Prodan, Mihai Stefan, Cristian Boros, Marius Tifrea, Anca Dragan, Horhota Lucian, Alida Moise, Carmen Arion-Balescu, Natalia Mincu, Viorel Gherghina, Iulia Cindea, Dan Costea, Ravzan Popescu, Dana Tomescu, Ecaterina Scarlatescu, Esenia Calancea, Ruxandra Copotoiu, Sanda Maria Copotoiu, Victoria Barsan, Dan Corneci, Rely Manolescu, Toma Diana, Denisa Nitu, Georgian Popica, Gabriela Droc, Nicoleta Jipa Lavina, Roxana Ciobanasu, Anna Maria Munteanu, Denisa Anastase, Iona Grintescu, Liliana Mirea, Alexandra Manoleli, Ciobanu Elena, Mary Nicoleta Lupu, Madalina Nina Sandu, Bicolae Bacalbasa, Florenta Calarasu, Alexey Grytsan, Andrey Gasenkampf, Alexander Kulikov, Alexander Shmigelsky, Vojislava Nescovic, Rade Vukovic, Uros Petrovic, Milic Veljovic, Dragana Unic-Stojanovic, Gordana Jovanovic, Ivana Kvrgic, Dragana Rakic, Roman Záhorec, Daniel Cintula, Tomas Veselovsky, Katarina Galkova, Jordana Stevikova, Andrea Číková, Zora Flassikova, Anna Dobisova, Jasmina Markovic Bozic, Minca Voje, Andriy Grynyuk, Alenka Spindler Yesel, Sabina Stivan, Peter Poredos, Darja Kasnik, Jasna Uranjek, Raquel Ferrandis, Sofia Machado, Liliana Henao, Tania Moreno, Ana Izquierdo, Carlos Delgado, Angela Camps, Susana Manrique, Alejandro Arbelaez, Pilar Tormos, Helena Serrano, Irene Garcia, Elvira Bisbe Vives, Luís Moltó, Tania Villar, Enrique Moret, Raquel Tolós, Esther Martínez, Misericordia Basora, Beatriz Tena, Roger Pujol, Jorge Vera Bella, Thomas Mallor, Pablo Mondero, Luis Lopez, Francisco Hidalgo, Maria Bermudez Lopez, Ana Velasco, Begona Bascuas, Victoria Moral, Diana Gómez Martinez, Alfredo Merten, J A Fernández, Nadia Diana Kinast, A Font, Maggi Genaro, Emilia Guasch, Fernando Gilsanz, Raul Martinez, Renato Schiraldi, Ever Martinez, Marta Barquero López, Alexo Lopez Alvarez, Yvan Enrique Sanchez Sanchez, Adriana Roman Fernandez, Olalla Varela Garcia, Marian Angeles Orallo Moran, Veronica Gonzalez Monzon, Óscar Sánchez López, David Sanchez Perez, Pablo Molano Diaz, Concepcion Cassinello, Maria Pilar Jubera, Maria Soler Pedrola, Julio Belmonte Cuenca, Sören Söndergaard, Till Rudolph, Kristin Åkeröy, Monir Jawad, Yousif Saeed, Sergej Safonov, Mona Andersson, Jan Wernerman, Suzanne Odeberg-Wernerman, Tommi Blom, Nesil Deger Coskunfirat, Zekiye Bigat, Suat Sanlı, O Koray Coskunfirat, Atilla Ramazanoğlu, Neval Boztug Uz, Ali Emre Camci, Omur Aksoy, Esra Saka, Oguzhan Arun, Sevda Ozkardesler, Dilek Omur, Mert Akan, Zuleyha Kazak Bengisun, Hakan Yılmaz, Perihan Ekmekci, Onur Selvi, Neslihan Alkis, Çiğdem Yıldırım, Başak Ceyda Meço, Zekeriyye Alanoğlu, Sergiy Vorotyntsev, Yevgen Yakymenko, Galina Troyan, Mohammed Alousi, Sarah James, Paula Meale, Ahmed Chishti, Matt Garner, Rita Singh, Nicola Hirschauer, Charley Higham, Andrea Bell, Alistair Cain, Chris Perry, Katy Davies, Claire Leech, Verity Calder, Shaman Jhanji, Varma Sandeep, Karen Simeson, Philip Watt, Nigel Dunk, Rosemary Ferrie, Margaret Wright, Lynn Everett, Andrew Ferguson, Laura Espie, Gail Browne, Matthew Dickinson, Ashok Nair, Deborah Clements, Peter Carvalho, Thomas Collyer, Jens Bolten, Lajos Zsisku, Attila Petri, Mohammed Ramadan, Tracey Ellimah, Anesthesiology, ACS - Diabetes & metabolism, APH - Quality of Care, ACS - Heart failure & arrhythmias, APH - Global Health, and ACS - Microcirculation

Subjects
Clinical Oncology, Male, Science, Clinical Decision-Making, Cancer Treatment, Surgical and Invasive Medical Procedures, Geographical Locations, Diagnostic Medicine, Outcome Assessment, Health Care, Medicine and Health Sciences, Humans, Blood Transfusion, Prospective Studies, Aged, Aged, 80 and over, Intraoperative Care, Multidisciplinary, Transfusion Medicine, Anemia, Hematology, Clinical Laboratory Sciences, Health Care, Europe, Surgical Oncology, Oncology, Age Groups, Elective Surgical Procedures, People and Places, Medicine, Population Groupings, Female, Geriatric Care, Clinical Medicine, Erythrocyte Transfusion, Research Article
Abstract

PLOS ONE 17(1), e0262110 (2022). doi:10.1371/journal.pone.0262110, Published by PLOS, San Francisco, California, US

Published
2022

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