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The ABO blood group locus and a chromosome 3 gene cluster associate with SARS-CoV-2 respiratory failure in an Italian-Spanish genome-wide association analysis
David Ellinghaus; Frauke Degenhardt; Luis Bujanda; Maria Buti; Agustin Albillos; Pietro Invernizzi; Javier Fernandez; Daniele Prati; Guido Baselli; Rosanna Asselta; Marit Maehle Grimsrud; Chiara Milani; Fatima Aziz; Jan Kassens; Sandra May; Mareike Wendorff; Lars Wienbrandt; Florian Uellendahl-Werth; Tenghao Zheng; Xiaoli Yi; Raul de Pablo; Adolfo Garrido Chercoles; Adriana Palom; Alba-Estela Garcia-Fernandez; Francisco Rodriguez-Frias; Alberto Zanella; Alessandra Bandera; Alessandro Protti; Alessio Aghemo; Ana Lleo de Nalda; Andrea Biondi; Andrea Caballero-Garralda; Andrea Gori; Anja Tanck; Anna Latiano; Anna Ludovica Fracanzani; Anna Peschuck; Antonio Julia; Antonio Pesenti; Antonio Voza; David Jimenez; Beatriz Mateos; Beatriz Nafria Jimenez; Carmen Quereda; Claudio Angelini; Cristina Cea; Aurora Solier; David Pestana; Elena Sandoval; Elvezia Maria Paraboschi; Enrique Navas; Ferruccio Ceriotti; Filippo Martinelli-Boneschi; Flora Peyvandi; Francesco Blasi; Luis Tellez; Albert Blanco-Grau; Giacomo Grasselli; Giorgio Costantino; Giulia Cardamone; Giuseppe Foti; Serena Aneli; Hayato Kurihara; Hesham ElAbd; Ilaria My; Javier Martin; Jeanette Erdmann; Jose Ferrusquia-Acosta; Koldo Garcia-Etxebarria; Laura Izquierdo-Sanchez; Laura Rachele Bettini; Leonardo Terranova; Leticia Moreira; Luigi Santoro; Luigia Scudeller; Francisco Mesonero; Luisa Roade; Marco Schaefer; Maria Carrabba; Maria del Mar Riveiro Barciela; Maria Eloina Figuera Basso; Maria Grazia Valsecchi; Maria Hernandez-Tejero; Marialbert Acosta-Herrera; Mariella D'Angio; Marina Baldini; Marina Cazzaniga; Martin Schulzky; Maurizio Cecconi; Michael Wittig; Michele Ciccarelli; Miguel Rodriguez-Gandia; Monica Bocciolone; Monica Miozzo; Nicole Braun; Nilda Martinez; Orazio Palmieri; Paola Faverio; Paoletta Preatoni; Paolo Bonfanti; Paolo Omodei; Paolo Tentorio; Pedro Castro; Pedro M. Rodrigues; Aaron Blandino Ortiz; Ricardo Ferrer Roca; Roberta Gualtierotti; Rosa Nieto; Salvatore Badalamenti; Sara Marsal; Giuseppe Matullo; Serena Pelusi; Valter Monzani; Tanja Wesse; Tomas Pumarola; Valeria Rimoldi; Silvano Bosari; Wolfgang Albrecht; Wolfgang Peter; Manuel Romero Gomez; Mauro D'Amato; Stefano Duga; Jesus M. Banales; Johannes Roksund Hov; Trine Folseraas; Luca Valenti; Andre Franke; Tom Hemming Karlsen.
Afiliação
  • David Ellinghaus; Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany;Novo Nordisk Foundation Center for Protein Research, Disease Systems Biol
  • Frauke Degenhardt; Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
  • Luis Bujanda; Department of Liver and Gastrointestinal Diseases, Biodonostia Health Research Institute, Donostia University Hospital, University of the Basque Country (UPV/EH
  • Maria Buti; Hepatology Department, University Hospital Vall d'Hebron, Barcelona, Spain; CIBEREHD del Instituto Carlos III, Barcelona, Spain; Autonoma University of Barcelon
  • Agustin Albillos; Department of Gastroenterology, Hospital Universitario Ramon y Cajal, Instituto Ramon y Cajal de Investigacion Sanitaria (IRYCIS), Centro de Investigacion Biome
  • Pietro Invernizzi; Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milan Bicocca, Milan, Italy; European Refe
  • Javier Fernandez; Hospital Clinic, University of Barcelona, and IDIBAPS, Barcelona, Spain; European Foundation for the Study of Chronic Liver Failure (EF-CLIF), Barcelona, Spain
  • Daniele Prati; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
  • Guido Baselli; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
  • Rosanna Asselta; Department of Biomedical Sciences, Humanitas University, Milan, Italy; Humanitas Clinical and Research Center, IRCCS, Milan, Italy
  • Marit Maehle Grimsrud; Norwegian PSC Research Center, Department of Transplantation Medicine, Division of Surgery, Inflammatory Diseases and Transplantation, Oslo University Hospital
  • Chiara Milani; Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milan Bicocca, Milan, Italy; European Refe
  • Fatima Aziz; Hospital Clinic, University of Barcelona, Barcelona, Spain
  • Jan Kassens; Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
  • Sandra May; Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
  • Mareike Wendorff; Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
  • Lars Wienbrandt; Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
  • Florian Uellendahl-Werth; Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
  • Tenghao Zheng; Monash University, Clayton, VIC, Australia
  • Xiaoli Yi; Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
  • Raul de Pablo; Department of Intensive Care, Hospital Universitario Ramon y Cajal, Instituto Ramon y Cajal de Investigacion Sanitaria (IRYCIS), Universidad de Alcala, Madrid,
  • Adolfo Garrido Chercoles; Osakidetza Basque Health Service, Donostialdea Integrated Health Organisation. Clinical Biochemistry Department, San Sebastian, Spain
  • Adriana Palom; Hepatology Department, University Hospital Vall d'Hebron, Barcelona, Spain; Vall Hebron Institute of Research, Barcelona, Spain
  • Alba-Estela Garcia-Fernandez; Biochemistry Department, University Hospital Vall d'Hebron, Barcelona, Spain
  • Francisco Rodriguez-Frias; Biochemistry Department, University Hospital Vall d'Hebron, Barcelona, Spain; CIBEREHD del Instituto Carlos III, Barcelona, Spain; Autonoma University of Barcel
  • Alberto Zanella; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy; University of Milan, Milan, Italy
  • Alessandra Bandera; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy; University of Milan, Milan, Italy
  • Alessandro Protti; Department of Biomedical Sciences, Humanitas University, Milan, Italy; Humanitas Clinical and Research Center, IRCCS, Milan, Italy
  • Alessio Aghemo; Department of Biomedical Sciences, Humanitas University, Milan, Italy; Humanitas Clinical and Research Center, IRCCS, Milan, Italy
  • Ana Lleo de Nalda; Department of Biomedical Sciences, Humanitas University, Milan, Italy; Humanitas Clinical and Research Center, IRCCS, Milan, Italy
  • Andrea Biondi; Pediatric Departement and Centro Tettamanti- European Reference Network (ERN) PaedCan, EuroBloodNet, MetabERN-University of Milano-Bicocca-Fondazione MBBM/Osped
  • Andrea Caballero-Garralda; Biochemistry Department, University Hospital Vall d'Hebron, Barcelona, Spain
  • Andrea Gori; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy; University of Milan, Milan, Italy
  • Anja Tanck; Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
  • Anna Latiano; Gastroenterology Unit, Fondazione IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo, Italy
  • Anna Ludovica Fracanzani; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy; University of Milan, Milan, Italy
  • Anna Peschuck; Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
  • Antonio Julia; Vall d'Hebron Hospital Research Institute, Barcelona, Spain
  • Antonio Pesenti; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy; University of Milan, Milan, Italy
  • Antonio Voza; Humanitas Clinical and Research Center, IRCCS, Milan, Italy
  • David Jimenez; Department of Respiratory Diseases, Hospital Universitario Ramon y Cajal, Instituto Ramon y Cajal de Investigacion Sanitaria (IRYCIS), Universidad de Alcala, Ce
  • Beatriz Mateos; Department of Gastroenterology, Hospital Universitario Ramon y Cajal, Instituto Ramon y Cajal de Investigacion Sanitaria (IRYCIS), Centro de Investigacion Biome
  • Beatriz Nafria Jimenez; Osakidetza Basque Health Service, Donostialdea Integrated Health Organisation. Clinical Biochemistry Department, San Sebastian, Spain
  • Carmen Quereda; Department of Infectious Diseases, Hospital Universitario Ramon y Cajal, Instituto Ramon y Cajal de Investigacion Sanitaria (IRYCIS), Universidad de Alcala, Mad
  • Claudio Angelini; Humanitas Clinical and Research Center, IRCCS, Milan, Italy
  • Cristina Cea; Biochemistry Department, University Hospital Vall d'Hebron, Barcelona, Spain
  • Aurora Solier; Department of Respiratory Diseases, Hospital Universitario Ramon y Cajal, Instituto Ramon y Cajal de Investigacion Sanitaria (IRYCIS), Universidad de Alcala, Ce
  • David Pestana; Department of Anesthesiology, Hospital Universitario Ramon y Cajal, Instituto Ramon y Cajal de Investigacion Sanitaria (IRYCIS), Madrid, Spain
  • Elena Sandoval; Hospital Clinic, University of Barcelona, Barcelona, Spain.
  • Elvezia Maria Paraboschi; Department of Biomedical Sciences, Humanitas University, Milan, Italy; Humanitas Clinical and Research Center, IRCCS, Milan, Italy
  • Enrique Navas; Department of Infectious Diseases, Hospital Universitario Ramon y Cajal, Instituto Ramon y Cajal de Investigacion Sanitaria (IRYCIS), Universidad de Alcala, Mad
  • Ferruccio Ceriotti; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
  • Filippo Martinelli-Boneschi; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy; University of Milan, Milan, Italy
  • Flora Peyvandi; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy; University of Milan, Milan, Italy
  • Francesco Blasi; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Respiratory Unit, Milan, Italy; Department of Pathophysiology and Transplantation, Universita degli S
  • Luis Tellez; Department of Gastroenterology, Hospital Universitario Ramon y Cajal, Instituto Ramon y Cajal de Investigacion Sanitaria (IRYCIS), Centro de Investigacion Biome
  • Albert Blanco-Grau; Biochemistry Department, University Hospital Vall d'Hebron, Barcelona, Spain
  • Giacomo Grasselli; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy; University of Milan, Milan, Italy
  • Giorgio Costantino; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy; University of Milan, Milan, Italy
  • Giulia Cardamone; Department of Biomedical Sciences, Humanitas University, Milan, Italy
  • Giuseppe Foti; Department Emergency, Anesthesia and Intensive Care, University Milano-Bicocca, ASST-Monza, Italy
  • Serena Aneli; Department of Medical Science, Universita degli Studi di Torino, Turin, Italy
  • Hayato Kurihara; Humanitas Clinical and Research Center, IRCCS, Milan, Italy
  • Hesham ElAbd; Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
  • Ilaria My; Humanitas Clinical and Research Center, IRCCS, Milan, Italy
  • Javier Martin; Institute of Parasitology and Biomedicine Lopez-Neyra, IPBLN-CSIC, Granada, Spain
  • Jeanette Erdmann; Institute for Cardiogenetics, University of Lubeck, Lubeck, Germany; DZHK (German Research Centre for Cardiovascular Research), partner site Hamburg/Lubeck/Kiel
  • Jose Ferrusquia-Acosta; Hospital Clinic, University of Barcelona, Barcelona, Spain
  • Koldo Garcia-Etxebarria; Department of Liver and Gastrointestinal Diseases, Biodonostia Health Research Institute, Donostia University Hospital, University of the Basque Country (UPV/EH
  • Laura Izquierdo-Sanchez; Department of Liver and Gastrointestinal Diseases, Biodonostia Health Research Institute, Donostia University Hospital, University of the Basque Country (UPV/EH
  • Laura Rachele Bettini; Pediatric Departement and Centro Tettamanti- European Reference Network (ERN) PaedCan, EuroBloodNet, MetabERN-University of Milano-Bicocca-Fondazione MBBM/Osped
  • Leonardo Terranova; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
  • Leticia Moreira; Hospital Clinic, University of Barcelona, Barcelona, Spain
  • Luigi Santoro; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
  • Luigia Scudeller; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
  • Francisco Mesonero; Department of Gastroenterology, Hospital Universitario Ramon y Cajal, Instituto Ramon y Cajal de Investigacion Sanitaria (IRYCIS), Centro de Investigacion Biome
  • Luisa Roade; Hepatology Department, University Hospital Vall d'Hebron, Barcelona, Spain; CIBEREHD del Instituto Carlos III, Barcelona, Spain.
  • Marco Schaefer; Stefan-Morsch-Stiftung, 55765 Birkenfeld, Germany
  • Maria Carrabba; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
  • Maria del Mar Riveiro Barciela; Hepatology Department, University Hospital Vall d'Hebron, Barcelona, Spain; CIBEREHD del Instituto Carlos III, Barcelona, Spain.
  • Maria Eloina Figuera Basso; Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
  • Maria Grazia Valsecchi; Center of Biostatistics for Clinical Epidemiology, School of Medicine and Surgery, University of Milan Bicocca, Milan, Italy
  • Maria Hernandez-Tejero; Hospital Clinic, University of Barcelona, Barcelona, Spain
  • Marialbert Acosta-Herrera; Institute of Parasitology and Biomedicine Lopez-Neyra, IPBLN-CSIC, Granada, Spain
  • Mariella D'Angio; Pediatric Departement and Centro Tettamanti- European Reference Network (ERN) PaedCan, EuroBloodNet, MetabERN-University of Milano-Bicocca-Fondazione MBBM/Osped
  • Marina Baldini; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
  • Marina Cazzaniga; Phase 1 Research Centre, ASST Monza, School of Medicine and Surgery, University of Milano-Bicocca, Italy
  • Martin Schulzky; Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
  • Maurizio Cecconi; Department of Biomedical Sciences, Humanitas University, Milan, Italy; Humanitas Clinical and Research Center, IRCCS, Milan, Italy
  • Michael Wittig; Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
  • Michele Ciccarelli; Humanitas Clinical and Research Center, IRCCS, Milan, Italy
  • Miguel Rodriguez-Gandia; Department of Gastroenterology, Hospital Universitario Ramon y Cajal, Instituto Ramon y Cajal de Investigacion Sanitaria (IRYCIS), Centro de Investigacion Biome
  • Monica Bocciolone; Humanitas Clinical and Research Center, IRCCS, Milan, Italy
  • Monica Miozzo; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy; University of Milan, Milan, Italy
  • Nicole Braun; Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany; University Hospital Schleswig-Holstein (UKSH), Campus Kiel, Germany
  • Nilda Martinez; Department of Anesthesiology, Hospital Universitario Ramon y Cajal, Instituto Ramon y Cajal de Investigacion Sanitaria (IRYCIS), Madrid, Spain
  • Orazio Palmieri; Gastroenterology Unit, Fondazione IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo, Italy
  • Paola Faverio; Pneumologia ASST-Monza, University of Milano-Bicocca, Italy
  • Paoletta Preatoni; Humanitas Clinical and Research Center, IRCCS, Milan, Italy
  • Paolo Bonfanti; Infectious Diseases Unit, San Gerardo Hospital, Monza, Italy; School of Medicine and Suregery, University of Milano-Bicocca, Italy;
  • Paolo Omodei; Humanitas Clinical and Research Center, IRCCS, Milan, Italy
  • Paolo Tentorio; Humanitas Clinical and Research Center, IRCCS, Milan, Italy
  • Pedro Castro; Hospital Clinic, University of Barcelona, Barcelona, Spain
  • Pedro M. Rodrigues; Department of Liver and Gastrointestinal Diseases, Biodonostia Health Research Institute, Donostia University Hospital, University of the Basque Country (UPV/EH
  • Aaron Blandino Ortiz; Department of Intensive Care, Hospital Universitario Ramon y Cajal, Instituto Ramon y Cajal de Investigacion Sanitaria (IRYCIS), Universidad de Alcala, Madrid,
  • Ricardo Ferrer Roca; Intensive Care Unit, University Hospital Vall d'Hebron, Barcelona, Spain
  • Roberta Gualtierotti; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy; University of Milan, Milan, Italy
  • Rosa Nieto; Department of Respiratory Diseases, Hospital Universitario Ramon y Cajal, Instituto Ramon y Cajal de Investigacion Sanitaria (IRYCIS), Universidad de Alcala, Ce
  • Salvatore Badalamenti; Humanitas Clinical and Research Center, IRCCS, Milan, Italy
  • Sara Marsal; Vall d'Hebron Hospital Research Institute, Barcelona, Spain
  • Giuseppe Matullo; Department of Medical Science, Universita degli Studi di Torino, Turin, Italy
  • Serena Pelusi; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy; University of Milan, Milan, Italy
  • Valter Monzani; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
  • Tanja Wesse; Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
  • Tomas Pumarola; Microbiology Department, University Hospital Vall d'Hebron, Barcelona, Spain; Autonoma University of Barcelona, Spain
  • Valeria Rimoldi; Department of Biomedical Sciences, Humanitas University, Milan, Italy
  • Silvano Bosari; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy; University of Milan, Milan, Italy
  • Wolfgang Albrecht; Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
  • Wolfgang Peter; Stefan-Morsch-Stiftung, 55765 Birkenfeld, Germany
  • Manuel Romero Gomez; Digestive Diseases Unit, Virgen del Rocio University Hospoital, Institute of Biomedicine of Seville, University of Seville, Seville, Spain
  • Mauro D'Amato; IKMB, Christian-Albrechts-University, Kiel, Germany;Biodonostia Health Research Institute, University of the Basque Country (UPV/EHU), San Sebastian, Spain;Iker
  • Stefano Duga; Department of Biomedical Sciences, Humanitas University, Milan, Italy; Humanitas Clinical and Research Center, IRCCS, Milan, Italy
  • Jesus M. Banales; Department of Liver and Gastrointestinal Diseases, Biodonostia Health Research Institute, Donostia University Hospital, University of the Basque Country (UPV/EH
  • Johannes Roksund Hov; Norwegian PSC Research Center, OUH Rikshospitalet, Norway;RIIM, OUH and University of Oslo, Norway; Section for Gastroenterology, Department of Transplantation
  • Trine Folseraas; Norwegian PSC Research Center, OUH Rikshospitalet, Norway;RIIM, OUH and University of Oslo, Norway; Section for Gastroenterology, Department of Transplantation
  • Luca Valenti; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy; University of Milan, Milan, Italy
  • Andre Franke; Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany; University Hospital Schleswig-Holstein (UKSH), Campus Kiel, Germany
  • Tom Hemming Karlsen; Norwegian PSC Research Center, OUH Rikshospitalet, Norway;RIIM, OUH and University of Oslo, Norway; Section for Gastroenterology, Department of Transplantation
Preprint em Inglês | medRxiv | ID: ppmedrxiv-20114991
ABSTRACT
BackgroundRespiratory failure is a key feature of severe Covid-19 and a critical driver of mortality, but for reasons poorly defined affects less than 10% of SARS-CoV-2 infected patients. MethodsWe included 1,980 patients with Covid-19 respiratory failure at seven centers in the Italian and Spanish epicenters of the SARS-CoV-2 pandemic in Europe (Milan, Monza, Madrid, San Sebastian and Barcelona) for a genome-wide association analysis. After quality control and exclusion of population outliers, 835 patients and 1,255 population-derived controls from Italy, and 775 patients and 950 controls from Spain were included in the final analysis. In total we analyzed 8,582,968 single-nucleotide polymorphisms (SNPs) and conducted a meta-analysis of both case-control panels. ResultsWe detected cross-replicating associations with rs11385942 at chromosome 3p21.31 and rs657152 at 9q34, which were genome-wide significant (P<5x10-8) in the meta-analysis of both study panels, odds ratio [OR], 1.77; 95% confidence interval [CI], 1.48 to 2.11; P=1.14x10-10 and OR 1.32 (95% CI, 1.20 to 1.47; P=4.95x10-8), respectively. Among six genes at 3p21.31, SLC6A20 encodes a known interaction partner with angiotensin converting enzyme 2 (ACE2). The association signal at 9q34 was located at the ABO blood group locus and a blood-group-specific analysis showed higher risk for A-positive individuals (OR=1.45, 95% CI, 1.20 to 1.75, P=1.48x10-4) and a protective effect for blood group O (OR=0.65, 95% CI, 0.53 to 0.79, P=1.06x10-5). ConclusionsWe herein report the first robust genetic susceptibility loci for the development of respiratory failure in Covid-19. Identified variants may help guide targeted exploration of severe Covid-19 pathophysiology.
Licença
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Texto completo: Disponível Coleções: Preprints Base de dados: medRxiv Tipo de estudo: Estudo observacional / Estudo prognóstico / Rct / Review Idioma: Inglês Ano de publicação: 2020 Tipo de documento: Preprint
Texto completo: Disponível Coleções: Preprints Base de dados: medRxiv Tipo de estudo: Estudo observacional / Estudo prognóstico / Rct / Review Idioma: Inglês Ano de publicação: 2020 Tipo de documento: Preprint
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