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Reis G, Moreira Silva EAS, Medeiros Silva DC, Thabane L, Campos VHS, Ferreira TS, Santos CVQ, Nogueira AMR, Almeida APFG, Savassi LCM, Figueiredo-Neto AD, Dias ACF, Freire Júnior AM, Bitarães C, Milagres AC, Callegari ED, Simplicio MIC, Ribeiro LB, Oliveira R, Harari O, Wilson LA, Forrest JI, Ruton H, Sprague S, McKay P, Guo CM, Limbrick-Oldfield EH, Kanters S, Guyatt GH, Rayner CR, Kandel C, Biondi MJ, Kozak R, Hansen B, Zahoor MA, Arora P, Hislop C, Choong I, Feld JJ, Mills EJ, Glenn JS. Early Treatment with Pegylated Interferon Lambda for Covid-19. N Engl J Med 2023; 388:518-528. [PMID: 36780676 PMCID: PMC9933926 DOI: 10.1056/nejmoa2209760] [Citation(s) in RCA: 74] [Impact Index Per Article: 74.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/10/2023]
Abstract
BACKGROUND The efficacy of a single dose of pegylated interferon lambda in preventing clinical events among outpatients with acute symptomatic coronavirus disease 2019 (Covid-19) is unclear. METHODS We conducted a randomized, controlled, adaptive platform trial involving predominantly vaccinated adults with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection in Brazil and Canada. Outpatients who presented with an acute clinical condition consistent with Covid-19 within 7 days after the onset of symptoms received either pegylated interferon lambda (single subcutaneous injection, 180 μg) or placebo (single injection or oral). The primary composite outcome was hospitalization (or transfer to a tertiary hospital) or an emergency department visit (observation for >6 hours) due to Covid-19 within 28 days after randomization. RESULTS A total of 933 patients were assigned to receive pegylated interferon lambda (2 were subsequently excluded owing to protocol deviations) and 1018 were assigned to receive placebo. Overall, 83% of the patients had been vaccinated, and during the trial, multiple SARS-CoV-2 variants had emerged. A total of 25 of 931 patients (2.7%) in the interferon group had a primary-outcome event, as compared with 57 of 1018 (5.6%) in the placebo group, a difference of 51% (relative risk, 0.49; 95% Bayesian credible interval, 0.30 to 0.76; posterior probability of superiority to placebo, >99.9%). Results were generally consistent in analyses of secondary outcomes, including time to hospitalization for Covid-19 (hazard ratio, 0.57; 95% Bayesian credible interval, 0.33 to 0.95) and Covid-19-related hospitalization or death (hazard ratio, 0.59; 95% Bayesian credible interval, 0.35 to 0.97). The effects were consistent across dominant variants and independent of vaccination status. Among patients with a high viral load at baseline, those who received pegylated interferon lambda had lower viral loads by day 7 than those who received placebo. The incidence of adverse events was similar in the two groups. CONCLUSIONS Among predominantly vaccinated outpatients with Covid-19, the incidence of hospitalization or an emergency department visit (observation for >6 hours) was significantly lower among those who received a single dose of pegylated interferon lambda than among those who received placebo. (Funded by FastGrants and others; TOGETHER ClinicalTrials.gov number, NCT04727424.).
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Affiliation(s)
- Gilmar Reis
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Eduardo A S Moreira Silva
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Daniela C Medeiros Silva
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Lehana Thabane
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Vitoria H S Campos
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Thiago S Ferreira
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Castilho V Q Santos
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Ana M R Nogueira
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Ana P F G Almeida
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Leonardo C M Savassi
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Adhemar D Figueiredo-Neto
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Ana C F Dias
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Adelino M Freire Júnior
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Carina Bitarães
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Aline C Milagres
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Eduardo D Callegari
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Maria I C Simplicio
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Luciene B Ribeiro
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Rosemary Oliveira
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Ofir Harari
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Lindsay A Wilson
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Jamie I Forrest
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Hinda Ruton
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Sheila Sprague
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Paula McKay
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Christina M Guo
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Eve H Limbrick-Oldfield
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Steve Kanters
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Gordon H Guyatt
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Craig R Rayner
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Christopher Kandel
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Mia J Biondi
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Robert Kozak
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Bettina Hansen
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - M Atif Zahoor
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Paul Arora
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Colin Hislop
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Ingrid Choong
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Jordan J Feld
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Edward J Mills
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
| | - Jeffrey S Glenn
- From ViRx@Stanford, Stanford Biosecurity and Pandemic Preparedness Initiative (G.R., J.S.G., E.J.M.), and the Departments of Medicine (Division of Gastroenterology and Hepatology) and Microbiology and Immunology, Stanford University School of Medicine (J.S.G.), Stanford, and the Veterans Affairs Medical Center (J.S.G.) and Eiger BioPharmaceuticals (C.H., I.C.), Palo Alto - all in California; the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., T.S.F., C.V.Q.S., M.I.C.S., L.B.R., R.O.), the Department of Medicine, Pontifícia Universidade Católica de Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., V.H.S.C., C.V.Q.S.), and Target Medicina de Precisão (A.C.F.D., A.M.F.J.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (L.C.M.S., C.B., A.C.M.), the Public Health Care Division, Ibirité (C.B., A.C.M.), the Department of Public Health at UNIFIPMoc and Family Medicine Fellowship Program, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.-N.), and the Public Health Care Division, Brumadinho (E.D.C., B.H.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (G.R., L.T., S.S., P.M., G.H.G., E.J.M.), Cytel (O.H., H.R., P.A., E.J.M.), Platform Life Sciences (L.A.W., J.I.F., C.M.G., E.J.M.), and RainCity Analytics (E.H.L.-O., S.K.), Vancouver, BC, Michael Garron Hospital (C.K.) and the Toronto Centre for Liver Disease, University Health Network (M.A.Z., J.J.F.), University of Toronto, the School of Nursing, York University (M.J.B.), and Sunnybrook Health Sciences Centre (R.K.), Toronto - all in Canada; Certara, Princeton, NJ (C.R.R.); Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.); and Erasmus University Rotterdam, Rotterdam, the Netherlands (B.H.)
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Reis G, Silva EASM, Silva DCM, Thabane L, Milagres AC, Ferreira TS, Dos Santos CVQ, Campos VHS, Nogueira AMR, de Almeida APFG, Callegari ED, Neto ADF, Savassi LCM, Simplicio MIC, Ribeiro LB, Oliveira R, Harari O, Forrest JI, Ruton H, Sprague S, McKay P, Guo CM, Rowland-Yeo K, Guyatt GH, Boulware DR, Rayner CR, Mills EJ. Effect of Early Treatment with Ivermectin among Patients with Covid-19. N Engl J Med 2022; 386:1721-1731. [PMID: 35353979 PMCID: PMC9006771 DOI: 10.1056/nejmoa2115869] [Citation(s) in RCA: 114] [Impact Index Per Article: 57.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
BACKGROUND The efficacy of ivermectin in preventing hospitalization or extended observation in an emergency setting among outpatients with acutely symptomatic coronavirus disease 2019 (Covid-19), the disease caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), is unclear. METHODS We conducted a double-blind, randomized, placebo-controlled, adaptive platform trial involving symptomatic SARS-CoV-2-positive adults recruited from 12 public health clinics in Brazil. Patients who had had symptoms of Covid-19 for up to 7 days and had at least one risk factor for disease progression were randomly assigned to receive ivermectin (400 μg per kilogram of body weight) once daily for 3 days or placebo. (The trial also involved other interventions that are not reported here.) The primary composite outcome was hospitalization due to Covid-19 within 28 days after randomization or an emergency department visit due to clinical worsening of Covid-19 (defined as the participant remaining under observation for >6 hours) within 28 days after randomization. RESULTS A total of 3515 patients were randomly assigned to receive ivermectin (679 patients), placebo (679), or another intervention (2157). Overall, 100 patients (14.7%) in the ivermectin group had a primary-outcome event, as compared with 111 (16.3%) in the placebo group (relative risk, 0.90; 95% Bayesian credible interval, 0.70 to 1.16). Of the 211 primary-outcome events, 171 (81.0%) were hospital admissions. Findings were similar to the primary analysis in a modified intention-to-treat analysis that included only patients who received at least one dose of ivermectin or placebo (relative risk, 0.89; 95% Bayesian credible interval, 0.69 to 1.15) and in a per-protocol analysis that included only patients who reported 100% adherence to the assigned regimen (relative risk, 0.94; 95% Bayesian credible interval, 0.67 to 1.35). There were no significant effects of ivermectin use on secondary outcomes or adverse events. CONCLUSIONS Treatment with ivermectin did not result in a lower incidence of medical admission to a hospital due to progression of Covid-19 or of prolonged emergency department observation among outpatients with an early diagnosis of Covid-19. (Funded by FastGrants and the Rainwater Charitable Foundation; TOGETHER ClinicalTrials.gov number, NCT04727424.).
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Affiliation(s)
- Gilmar Reis
- From the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., T.S.F., C.V.Q.S., V.H.S.C., M.I.C.S., L.B.R., R.O.), and the Department of Medicine, Pontifical Catholic University of Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., C.V.Q.S., V.H.S.C.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (A.C.M., L.C.M.S.), the Public Health Care Division, Ibirité (A.C.M.), the Department of Public Health and the Family Medicine Fellowship Program, UNIFIPMoc, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Care Division, Brumadinho (E.D.C.), and the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.N.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (L.T., S.S., P.M., G.H.G., E.J.M.), and Cytel (O.H., H.R., E.J.M.) and Platform Life Sciences (J.I.F., C.M.G., E.J.M.), Vancouver, BC - all in Canada; Certara, Princeton, NJ (K.R.-Y., C.R.R.); the Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota, Minneapolis (D.R.B.); and Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.)
| | - Eduardo A S M Silva
- From the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., T.S.F., C.V.Q.S., V.H.S.C., M.I.C.S., L.B.R., R.O.), and the Department of Medicine, Pontifical Catholic University of Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., C.V.Q.S., V.H.S.C.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (A.C.M., L.C.M.S.), the Public Health Care Division, Ibirité (A.C.M.), the Department of Public Health and the Family Medicine Fellowship Program, UNIFIPMoc, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Care Division, Brumadinho (E.D.C.), and the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.N.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (L.T., S.S., P.M., G.H.G., E.J.M.), and Cytel (O.H., H.R., E.J.M.) and Platform Life Sciences (J.I.F., C.M.G., E.J.M.), Vancouver, BC - all in Canada; Certara, Princeton, NJ (K.R.-Y., C.R.R.); the Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota, Minneapolis (D.R.B.); and Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.)
| | - Daniela C M Silva
- From the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., T.S.F., C.V.Q.S., V.H.S.C., M.I.C.S., L.B.R., R.O.), and the Department of Medicine, Pontifical Catholic University of Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., C.V.Q.S., V.H.S.C.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (A.C.M., L.C.M.S.), the Public Health Care Division, Ibirité (A.C.M.), the Department of Public Health and the Family Medicine Fellowship Program, UNIFIPMoc, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Care Division, Brumadinho (E.D.C.), and the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.N.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (L.T., S.S., P.M., G.H.G., E.J.M.), and Cytel (O.H., H.R., E.J.M.) and Platform Life Sciences (J.I.F., C.M.G., E.J.M.), Vancouver, BC - all in Canada; Certara, Princeton, NJ (K.R.-Y., C.R.R.); the Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota, Minneapolis (D.R.B.); and Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.)
| | - Lehana Thabane
- From the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., T.S.F., C.V.Q.S., V.H.S.C., M.I.C.S., L.B.R., R.O.), and the Department of Medicine, Pontifical Catholic University of Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., C.V.Q.S., V.H.S.C.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (A.C.M., L.C.M.S.), the Public Health Care Division, Ibirité (A.C.M.), the Department of Public Health and the Family Medicine Fellowship Program, UNIFIPMoc, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Care Division, Brumadinho (E.D.C.), and the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.N.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (L.T., S.S., P.M., G.H.G., E.J.M.), and Cytel (O.H., H.R., E.J.M.) and Platform Life Sciences (J.I.F., C.M.G., E.J.M.), Vancouver, BC - all in Canada; Certara, Princeton, NJ (K.R.-Y., C.R.R.); the Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota, Minneapolis (D.R.B.); and Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.)
| | - Aline C Milagres
- From the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., T.S.F., C.V.Q.S., V.H.S.C., M.I.C.S., L.B.R., R.O.), and the Department of Medicine, Pontifical Catholic University of Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., C.V.Q.S., V.H.S.C.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (A.C.M., L.C.M.S.), the Public Health Care Division, Ibirité (A.C.M.), the Department of Public Health and the Family Medicine Fellowship Program, UNIFIPMoc, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Care Division, Brumadinho (E.D.C.), and the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.N.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (L.T., S.S., P.M., G.H.G., E.J.M.), and Cytel (O.H., H.R., E.J.M.) and Platform Life Sciences (J.I.F., C.M.G., E.J.M.), Vancouver, BC - all in Canada; Certara, Princeton, NJ (K.R.-Y., C.R.R.); the Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota, Minneapolis (D.R.B.); and Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.)
| | - Thiago S Ferreira
- From the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., T.S.F., C.V.Q.S., V.H.S.C., M.I.C.S., L.B.R., R.O.), and the Department of Medicine, Pontifical Catholic University of Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., C.V.Q.S., V.H.S.C.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (A.C.M., L.C.M.S.), the Public Health Care Division, Ibirité (A.C.M.), the Department of Public Health and the Family Medicine Fellowship Program, UNIFIPMoc, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Care Division, Brumadinho (E.D.C.), and the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.N.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (L.T., S.S., P.M., G.H.G., E.J.M.), and Cytel (O.H., H.R., E.J.M.) and Platform Life Sciences (J.I.F., C.M.G., E.J.M.), Vancouver, BC - all in Canada; Certara, Princeton, NJ (K.R.-Y., C.R.R.); the Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota, Minneapolis (D.R.B.); and Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.)
| | - Castilho V Q Dos Santos
- From the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., T.S.F., C.V.Q.S., V.H.S.C., M.I.C.S., L.B.R., R.O.), and the Department of Medicine, Pontifical Catholic University of Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., C.V.Q.S., V.H.S.C.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (A.C.M., L.C.M.S.), the Public Health Care Division, Ibirité (A.C.M.), the Department of Public Health and the Family Medicine Fellowship Program, UNIFIPMoc, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Care Division, Brumadinho (E.D.C.), and the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.N.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (L.T., S.S., P.M., G.H.G., E.J.M.), and Cytel (O.H., H.R., E.J.M.) and Platform Life Sciences (J.I.F., C.M.G., E.J.M.), Vancouver, BC - all in Canada; Certara, Princeton, NJ (K.R.-Y., C.R.R.); the Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota, Minneapolis (D.R.B.); and Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.)
| | - Vitoria H S Campos
- From the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., T.S.F., C.V.Q.S., V.H.S.C., M.I.C.S., L.B.R., R.O.), and the Department of Medicine, Pontifical Catholic University of Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., C.V.Q.S., V.H.S.C.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (A.C.M., L.C.M.S.), the Public Health Care Division, Ibirité (A.C.M.), the Department of Public Health and the Family Medicine Fellowship Program, UNIFIPMoc, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Care Division, Brumadinho (E.D.C.), and the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.N.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (L.T., S.S., P.M., G.H.G., E.J.M.), and Cytel (O.H., H.R., E.J.M.) and Platform Life Sciences (J.I.F., C.M.G., E.J.M.), Vancouver, BC - all in Canada; Certara, Princeton, NJ (K.R.-Y., C.R.R.); the Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota, Minneapolis (D.R.B.); and Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.)
| | - Ana M R Nogueira
- From the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., T.S.F., C.V.Q.S., V.H.S.C., M.I.C.S., L.B.R., R.O.), and the Department of Medicine, Pontifical Catholic University of Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., C.V.Q.S., V.H.S.C.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (A.C.M., L.C.M.S.), the Public Health Care Division, Ibirité (A.C.M.), the Department of Public Health and the Family Medicine Fellowship Program, UNIFIPMoc, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Care Division, Brumadinho (E.D.C.), and the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.N.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (L.T., S.S., P.M., G.H.G., E.J.M.), and Cytel (O.H., H.R., E.J.M.) and Platform Life Sciences (J.I.F., C.M.G., E.J.M.), Vancouver, BC - all in Canada; Certara, Princeton, NJ (K.R.-Y., C.R.R.); the Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota, Minneapolis (D.R.B.); and Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.)
| | - Ana P F G de Almeida
- From the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., T.S.F., C.V.Q.S., V.H.S.C., M.I.C.S., L.B.R., R.O.), and the Department of Medicine, Pontifical Catholic University of Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., C.V.Q.S., V.H.S.C.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (A.C.M., L.C.M.S.), the Public Health Care Division, Ibirité (A.C.M.), the Department of Public Health and the Family Medicine Fellowship Program, UNIFIPMoc, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Care Division, Brumadinho (E.D.C.), and the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.N.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (L.T., S.S., P.M., G.H.G., E.J.M.), and Cytel (O.H., H.R., E.J.M.) and Platform Life Sciences (J.I.F., C.M.G., E.J.M.), Vancouver, BC - all in Canada; Certara, Princeton, NJ (K.R.-Y., C.R.R.); the Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota, Minneapolis (D.R.B.); and Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.)
| | - Eduardo D Callegari
- From the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., T.S.F., C.V.Q.S., V.H.S.C., M.I.C.S., L.B.R., R.O.), and the Department of Medicine, Pontifical Catholic University of Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., C.V.Q.S., V.H.S.C.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (A.C.M., L.C.M.S.), the Public Health Care Division, Ibirité (A.C.M.), the Department of Public Health and the Family Medicine Fellowship Program, UNIFIPMoc, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Care Division, Brumadinho (E.D.C.), and the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.N.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (L.T., S.S., P.M., G.H.G., E.J.M.), and Cytel (O.H., H.R., E.J.M.) and Platform Life Sciences (J.I.F., C.M.G., E.J.M.), Vancouver, BC - all in Canada; Certara, Princeton, NJ (K.R.-Y., C.R.R.); the Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota, Minneapolis (D.R.B.); and Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.)
| | - Adhemar D F Neto
- From the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., T.S.F., C.V.Q.S., V.H.S.C., M.I.C.S., L.B.R., R.O.), and the Department of Medicine, Pontifical Catholic University of Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., C.V.Q.S., V.H.S.C.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (A.C.M., L.C.M.S.), the Public Health Care Division, Ibirité (A.C.M.), the Department of Public Health and the Family Medicine Fellowship Program, UNIFIPMoc, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Care Division, Brumadinho (E.D.C.), and the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.N.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (L.T., S.S., P.M., G.H.G., E.J.M.), and Cytel (O.H., H.R., E.J.M.) and Platform Life Sciences (J.I.F., C.M.G., E.J.M.), Vancouver, BC - all in Canada; Certara, Princeton, NJ (K.R.-Y., C.R.R.); the Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota, Minneapolis (D.R.B.); and Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.)
| | - Leonardo C M Savassi
- From the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., T.S.F., C.V.Q.S., V.H.S.C., M.I.C.S., L.B.R., R.O.), and the Department of Medicine, Pontifical Catholic University of Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., C.V.Q.S., V.H.S.C.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (A.C.M., L.C.M.S.), the Public Health Care Division, Ibirité (A.C.M.), the Department of Public Health and the Family Medicine Fellowship Program, UNIFIPMoc, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Care Division, Brumadinho (E.D.C.), and the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.N.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (L.T., S.S., P.M., G.H.G., E.J.M.), and Cytel (O.H., H.R., E.J.M.) and Platform Life Sciences (J.I.F., C.M.G., E.J.M.), Vancouver, BC - all in Canada; Certara, Princeton, NJ (K.R.-Y., C.R.R.); the Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota, Minneapolis (D.R.B.); and Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.)
| | - Maria I C Simplicio
- From the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., T.S.F., C.V.Q.S., V.H.S.C., M.I.C.S., L.B.R., R.O.), and the Department of Medicine, Pontifical Catholic University of Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., C.V.Q.S., V.H.S.C.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (A.C.M., L.C.M.S.), the Public Health Care Division, Ibirité (A.C.M.), the Department of Public Health and the Family Medicine Fellowship Program, UNIFIPMoc, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Care Division, Brumadinho (E.D.C.), and the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.N.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (L.T., S.S., P.M., G.H.G., E.J.M.), and Cytel (O.H., H.R., E.J.M.) and Platform Life Sciences (J.I.F., C.M.G., E.J.M.), Vancouver, BC - all in Canada; Certara, Princeton, NJ (K.R.-Y., C.R.R.); the Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota, Minneapolis (D.R.B.); and Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.)
| | - Luciene B Ribeiro
- From the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., T.S.F., C.V.Q.S., V.H.S.C., M.I.C.S., L.B.R., R.O.), and the Department of Medicine, Pontifical Catholic University of Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., C.V.Q.S., V.H.S.C.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (A.C.M., L.C.M.S.), the Public Health Care Division, Ibirité (A.C.M.), the Department of Public Health and the Family Medicine Fellowship Program, UNIFIPMoc, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Care Division, Brumadinho (E.D.C.), and the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.N.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (L.T., S.S., P.M., G.H.G., E.J.M.), and Cytel (O.H., H.R., E.J.M.) and Platform Life Sciences (J.I.F., C.M.G., E.J.M.), Vancouver, BC - all in Canada; Certara, Princeton, NJ (K.R.-Y., C.R.R.); the Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota, Minneapolis (D.R.B.); and Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.)
| | - Rosemary Oliveira
- From the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., T.S.F., C.V.Q.S., V.H.S.C., M.I.C.S., L.B.R., R.O.), and the Department of Medicine, Pontifical Catholic University of Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., C.V.Q.S., V.H.S.C.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (A.C.M., L.C.M.S.), the Public Health Care Division, Ibirité (A.C.M.), the Department of Public Health and the Family Medicine Fellowship Program, UNIFIPMoc, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Care Division, Brumadinho (E.D.C.), and the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.N.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (L.T., S.S., P.M., G.H.G., E.J.M.), and Cytel (O.H., H.R., E.J.M.) and Platform Life Sciences (J.I.F., C.M.G., E.J.M.), Vancouver, BC - all in Canada; Certara, Princeton, NJ (K.R.-Y., C.R.R.); the Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota, Minneapolis (D.R.B.); and Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.)
| | - Ofir Harari
- From the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., T.S.F., C.V.Q.S., V.H.S.C., M.I.C.S., L.B.R., R.O.), and the Department of Medicine, Pontifical Catholic University of Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., C.V.Q.S., V.H.S.C.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (A.C.M., L.C.M.S.), the Public Health Care Division, Ibirité (A.C.M.), the Department of Public Health and the Family Medicine Fellowship Program, UNIFIPMoc, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Care Division, Brumadinho (E.D.C.), and the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.N.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (L.T., S.S., P.M., G.H.G., E.J.M.), and Cytel (O.H., H.R., E.J.M.) and Platform Life Sciences (J.I.F., C.M.G., E.J.M.), Vancouver, BC - all in Canada; Certara, Princeton, NJ (K.R.-Y., C.R.R.); the Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota, Minneapolis (D.R.B.); and Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.)
| | - Jamie I Forrest
- From the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., T.S.F., C.V.Q.S., V.H.S.C., M.I.C.S., L.B.R., R.O.), and the Department of Medicine, Pontifical Catholic University of Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., C.V.Q.S., V.H.S.C.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (A.C.M., L.C.M.S.), the Public Health Care Division, Ibirité (A.C.M.), the Department of Public Health and the Family Medicine Fellowship Program, UNIFIPMoc, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Care Division, Brumadinho (E.D.C.), and the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.N.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (L.T., S.S., P.M., G.H.G., E.J.M.), and Cytel (O.H., H.R., E.J.M.) and Platform Life Sciences (J.I.F., C.M.G., E.J.M.), Vancouver, BC - all in Canada; Certara, Princeton, NJ (K.R.-Y., C.R.R.); the Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota, Minneapolis (D.R.B.); and Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.)
| | - Hinda Ruton
- From the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., T.S.F., C.V.Q.S., V.H.S.C., M.I.C.S., L.B.R., R.O.), and the Department of Medicine, Pontifical Catholic University of Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., C.V.Q.S., V.H.S.C.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (A.C.M., L.C.M.S.), the Public Health Care Division, Ibirité (A.C.M.), the Department of Public Health and the Family Medicine Fellowship Program, UNIFIPMoc, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Care Division, Brumadinho (E.D.C.), and the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.N.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (L.T., S.S., P.M., G.H.G., E.J.M.), and Cytel (O.H., H.R., E.J.M.) and Platform Life Sciences (J.I.F., C.M.G., E.J.M.), Vancouver, BC - all in Canada; Certara, Princeton, NJ (K.R.-Y., C.R.R.); the Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota, Minneapolis (D.R.B.); and Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.)
| | - Sheila Sprague
- From the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., T.S.F., C.V.Q.S., V.H.S.C., M.I.C.S., L.B.R., R.O.), and the Department of Medicine, Pontifical Catholic University of Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., C.V.Q.S., V.H.S.C.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (A.C.M., L.C.M.S.), the Public Health Care Division, Ibirité (A.C.M.), the Department of Public Health and the Family Medicine Fellowship Program, UNIFIPMoc, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Care Division, Brumadinho (E.D.C.), and the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.N.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (L.T., S.S., P.M., G.H.G., E.J.M.), and Cytel (O.H., H.R., E.J.M.) and Platform Life Sciences (J.I.F., C.M.G., E.J.M.), Vancouver, BC - all in Canada; Certara, Princeton, NJ (K.R.-Y., C.R.R.); the Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota, Minneapolis (D.R.B.); and Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.)
| | - Paula McKay
- From the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., T.S.F., C.V.Q.S., V.H.S.C., M.I.C.S., L.B.R., R.O.), and the Department of Medicine, Pontifical Catholic University of Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., C.V.Q.S., V.H.S.C.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (A.C.M., L.C.M.S.), the Public Health Care Division, Ibirité (A.C.M.), the Department of Public Health and the Family Medicine Fellowship Program, UNIFIPMoc, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Care Division, Brumadinho (E.D.C.), and the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.N.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (L.T., S.S., P.M., G.H.G., E.J.M.), and Cytel (O.H., H.R., E.J.M.) and Platform Life Sciences (J.I.F., C.M.G., E.J.M.), Vancouver, BC - all in Canada; Certara, Princeton, NJ (K.R.-Y., C.R.R.); the Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota, Minneapolis (D.R.B.); and Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.)
| | - Christina M Guo
- From the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., T.S.F., C.V.Q.S., V.H.S.C., M.I.C.S., L.B.R., R.O.), and the Department of Medicine, Pontifical Catholic University of Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., C.V.Q.S., V.H.S.C.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (A.C.M., L.C.M.S.), the Public Health Care Division, Ibirité (A.C.M.), the Department of Public Health and the Family Medicine Fellowship Program, UNIFIPMoc, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Care Division, Brumadinho (E.D.C.), and the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.N.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (L.T., S.S., P.M., G.H.G., E.J.M.), and Cytel (O.H., H.R., E.J.M.) and Platform Life Sciences (J.I.F., C.M.G., E.J.M.), Vancouver, BC - all in Canada; Certara, Princeton, NJ (K.R.-Y., C.R.R.); the Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota, Minneapolis (D.R.B.); and Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.)
| | - Karen Rowland-Yeo
- From the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., T.S.F., C.V.Q.S., V.H.S.C., M.I.C.S., L.B.R., R.O.), and the Department of Medicine, Pontifical Catholic University of Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., C.V.Q.S., V.H.S.C.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (A.C.M., L.C.M.S.), the Public Health Care Division, Ibirité (A.C.M.), the Department of Public Health and the Family Medicine Fellowship Program, UNIFIPMoc, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Care Division, Brumadinho (E.D.C.), and the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.N.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (L.T., S.S., P.M., G.H.G., E.J.M.), and Cytel (O.H., H.R., E.J.M.) and Platform Life Sciences (J.I.F., C.M.G., E.J.M.), Vancouver, BC - all in Canada; Certara, Princeton, NJ (K.R.-Y., C.R.R.); the Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota, Minneapolis (D.R.B.); and Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.)
| | - Gordon H Guyatt
- From the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., T.S.F., C.V.Q.S., V.H.S.C., M.I.C.S., L.B.R., R.O.), and the Department of Medicine, Pontifical Catholic University of Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., C.V.Q.S., V.H.S.C.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (A.C.M., L.C.M.S.), the Public Health Care Division, Ibirité (A.C.M.), the Department of Public Health and the Family Medicine Fellowship Program, UNIFIPMoc, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Care Division, Brumadinho (E.D.C.), and the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.N.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (L.T., S.S., P.M., G.H.G., E.J.M.), and Cytel (O.H., H.R., E.J.M.) and Platform Life Sciences (J.I.F., C.M.G., E.J.M.), Vancouver, BC - all in Canada; Certara, Princeton, NJ (K.R.-Y., C.R.R.); the Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota, Minneapolis (D.R.B.); and Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.)
| | - David R Boulware
- From the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., T.S.F., C.V.Q.S., V.H.S.C., M.I.C.S., L.B.R., R.O.), and the Department of Medicine, Pontifical Catholic University of Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., C.V.Q.S., V.H.S.C.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (A.C.M., L.C.M.S.), the Public Health Care Division, Ibirité (A.C.M.), the Department of Public Health and the Family Medicine Fellowship Program, UNIFIPMoc, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Care Division, Brumadinho (E.D.C.), and the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.N.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (L.T., S.S., P.M., G.H.G., E.J.M.), and Cytel (O.H., H.R., E.J.M.) and Platform Life Sciences (J.I.F., C.M.G., E.J.M.), Vancouver, BC - all in Canada; Certara, Princeton, NJ (K.R.-Y., C.R.R.); the Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota, Minneapolis (D.R.B.); and Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.)
| | - Craig R Rayner
- From the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., T.S.F., C.V.Q.S., V.H.S.C., M.I.C.S., L.B.R., R.O.), and the Department of Medicine, Pontifical Catholic University of Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., C.V.Q.S., V.H.S.C.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (A.C.M., L.C.M.S.), the Public Health Care Division, Ibirité (A.C.M.), the Department of Public Health and the Family Medicine Fellowship Program, UNIFIPMoc, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Care Division, Brumadinho (E.D.C.), and the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.N.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (L.T., S.S., P.M., G.H.G., E.J.M.), and Cytel (O.H., H.R., E.J.M.) and Platform Life Sciences (J.I.F., C.M.G., E.J.M.), Vancouver, BC - all in Canada; Certara, Princeton, NJ (K.R.-Y., C.R.R.); the Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota, Minneapolis (D.R.B.); and Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.)
| | - Edward J Mills
- From the Research Division, Cardresearch-Cardiologia Assistencial e de Pesquisa (G.R., E.A.S.M.S., D.C.M.S., T.S.F., C.V.Q.S., V.H.S.C., M.I.C.S., L.B.R., R.O.), and the Department of Medicine, Pontifical Catholic University of Minas Gerais (G.R., E.A.S.M.S., D.C.M.S., C.V.Q.S., V.H.S.C.), Belo Horizonte, the Department of Public Health and Mental and Family Medicine, Ouro Preto Federal University, Ouro Preto (A.C.M., L.C.M.S.), the Public Health Care Division, Ibirité (A.C.M.), the Department of Public Health and the Family Medicine Fellowship Program, UNIFIPMoc, Montes Claros (A.M.R.N., A.P.F.G.A.), the Public Health Care Division, Brumadinho (E.D.C.), and the Public Health Fellowship Program, Governador Valadares Public Health Authority, Governador Valadares (A.D.F.N.) - all in Brazil; the Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON (L.T., S.S., P.M., G.H.G., E.J.M.), and Cytel (O.H., H.R., E.J.M.) and Platform Life Sciences (J.I.F., C.M.G., E.J.M.), Vancouver, BC - all in Canada; Certara, Princeton, NJ (K.R.-Y., C.R.R.); the Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota, Minneapolis (D.R.B.); and Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia (C.R.R.)
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Gordon DE, Hiatt J, Bouhaddou M, Rezelj VV, Ulferts S, Braberg H, Jureka AS, Obernier K, Guo JZ, Batra J, Kaake RM, Weckstein AR, Owens TW, Gupta M, Pourmal S, Titus EW, Cakir M, Soucheray M, McGregor M, Cakir Z, Jang G, O'Meara MJ, Tummino TA, Zhang Z, Foussard H, Rojc A, Zhou Y, Kuchenov D, Hüttenhain R, Xu J, Eckhardt M, Swaney DL, Fabius JM, Ummadi M, Tutuncuoglu B, Rathore U, Modak M, Haas P, Haas KM, Naing ZZC, Pulido EH, Shi Y, Barrio-Hernandez I, Memon D, Petsalaki E, Dunham A, Marrero MC, Burke D, Koh C, Vallet T, Silvas JA, Azumaya CM, Billesbølle C, Brilot AF, Campbell MG, Diallo A, Dickinson MS, Diwanji D, Herrera N, Hoppe N, Kratochvil HT, Liu Y, Merz GE, Moritz M, Nguyen HC, Nowotny C, Puchades C, Rizo AN, Schulze-Gahmen U, Smith AM, Sun M, Young ID, Zhao J, Asarnow D, Biel J, Bowen A, Braxton JR, Chen J, Chio CM, Chio US, Deshpande I, Doan L, Faust B, Flores S, Jin M, Kim K, Lam VL, Li F, Li J, Li YL, Li Y, Liu X, Lo M, Lopez KE, Melo AA, Moss FR, Nguyen P, Paulino J, Pawar KI, Peters JK, Pospiech TH, Safari M, Sangwan S, Schaefer K, Thomas PV, Thwin AC, Trenker R, Tse E, Tsui TKM, Wang F, Whitis N, Yu Z, Zhang K, Zhang Y, Zhou F, Saltzberg D, Hodder AJ, Shun-Shion AS, Williams DM, White KM, Rosales R, Kehrer T, Miorin L, Moreno E, Patel AH, Rihn S, Khalid MM, Vallejo-Gracia A, Fozouni P, Simoneau CR, Roth TL, Wu D, Karim MA, Ghoussaini M, Dunham I, Berardi F, Weigang S, Chazal M, Park J, Logue J, McGrath M, Weston S, Haupt R, Hastie CJ, Elliott M, Brown F, Burness KA, Reid E, Dorward M, Johnson C, Wilkinson SG, Geyer A, Giesel DM, Baillie C, Raggett S, Leech H, Toth R, Goodman N, Keough KC, Lind AL, Klesh RJ, Hemphill KR, Carlson-Stevermer J, Oki J, Holden K, Maures T, Pollard KS, Sali A, Agard DA, Cheng Y, Fraser JS, Frost A, Jura N, Kortemme T, Manglik A, Southworth DR, Stroud RM, Alessi DR, Davies P, Frieman MB, Ideker T, Abate C, Jouvenet N, Kochs G, Shoichet B, Ott M, Palmarini M, Shokat KM, García-Sastre A, Rassen JA, Grosse R, Rosenberg OS, Verba KA, Basler CF, Vignuzzi M, Peden AA, Beltrao P, Krogan NJ. Comparative host-coronavirus protein interaction networks reveal pan-viral disease mechanisms. Science 2020; 370:eabe9403. [PMID: 33060197 PMCID: PMC7808408 DOI: 10.1126/science.abe9403] [Citation(s) in RCA: 427] [Impact Index Per Article: 106.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Accepted: 10/12/2020] [Indexed: 01/18/2023]
Abstract
The COVID-19 pandemic, caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), is a grave threat to public health and the global economy. SARS-CoV-2 is closely related to the more lethal but less transmissible coronaviruses SARS-CoV-1 and Middle East respiratory syndrome coronavirus (MERS-CoV). Here, we have carried out comparative viral-human protein-protein interaction and viral protein localization analyses for all three viruses. Subsequent functional genetic screening identified host factors that functionally impinge on coronavirus proliferation, including Tom70, a mitochondrial chaperone protein that interacts with both SARS-CoV-1 and SARS-CoV-2 ORF9b, an interaction we structurally characterized using cryo-electron microscopy. Combining genetically validated host factors with both COVID-19 patient genetic data and medical billing records identified molecular mechanisms and potential drug treatments that merit further molecular and clinical study.
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Affiliation(s)
- David E Gordon
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
| | - Joseph Hiatt
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
- Medical Scientist Training Program, University of California, San Francisco, CA 94143, USA
- Department of Microbiology and Immunology, University of California, San Francisco, CA 94143, USA
- Biomedical Sciences Graduate Program, University of California, San Francisco, CA 94143, USA
| | - Mehdi Bouhaddou
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
| | - Veronica V Rezelj
- Viral Populations and Pathogenesis Unit, CNRS UMR 3569, Institut Pasteur, 75724, Paris, cedex 15, France
| | - Svenja Ulferts
- Institute for Clinical and Experimental Pharmacology and Toxicology I, University of Freiburg, 79104 Freiburg, Germany
| | - Hannes Braberg
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
| | - Alexander S Jureka
- Center for Microbial Pathogenesis, Institute for Biomedical Sciences, Georgia State University, Atlanta, GA 30303, USA
| | - Kirsten Obernier
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
| | - Jeffrey Z Guo
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
| | - Jyoti Batra
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
| | - Robyn M Kaake
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
| | | | - Tristan W Owens
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Meghna Gupta
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Sergei Pourmal
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Erron W Titus
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Merve Cakir
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
| | - Margaret Soucheray
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
| | - Michael McGregor
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
| | - Zeynep Cakir
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
| | - Gwendolyn Jang
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
| | - Matthew J O'Meara
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI 48109, USA
| | - Tia A Tummino
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Pharmaceutical Chemistry, University of California, San Francisco, CA 94158, USA
| | - Ziyang Zhang
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA
- Howard Hughes Medical Institute, San Francisco, CA 94158, USA
| | - Helene Foussard
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
| | - Ajda Rojc
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
| | - Yuan Zhou
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
| | - Dmitry Kuchenov
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
| | - Ruth Hüttenhain
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
| | - Jiewei Xu
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
| | - Manon Eckhardt
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
| | - Danielle L Swaney
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
| | - Jacqueline M Fabius
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
| | - Manisha Ummadi
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
| | - Beril Tutuncuoglu
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
| | - Ujjwal Rathore
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
| | - Maya Modak
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
| | - Paige Haas
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
| | - Kelsey M Haas
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
| | - Zun Zar Chi Naing
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
| | - Ernst H Pulido
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
| | - Ying Shi
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA
- Howard Hughes Medical Institute, San Francisco, CA 94158, USA
| | - Inigo Barrio-Hernandez
- European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Genome Campus, Hinxton, Cambridgeshire CB10 1SD, UK
| | - Danish Memon
- European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Genome Campus, Hinxton, Cambridgeshire CB10 1SD, UK
| | - Eirini Petsalaki
- European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Genome Campus, Hinxton, Cambridgeshire CB10 1SD, UK
| | - Alistair Dunham
- European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Genome Campus, Hinxton, Cambridgeshire CB10 1SD, UK
| | - Miguel Correa Marrero
- European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Genome Campus, Hinxton, Cambridgeshire CB10 1SD, UK
| | - David Burke
- European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Genome Campus, Hinxton, Cambridgeshire CB10 1SD, UK
| | - Cassandra Koh
- Viral Populations and Pathogenesis Unit, CNRS UMR 3569, Institut Pasteur, 75724, Paris, cedex 15, France
| | - Thomas Vallet
- Viral Populations and Pathogenesis Unit, CNRS UMR 3569, Institut Pasteur, 75724, Paris, cedex 15, France
| | - Jesus A Silvas
- Center for Microbial Pathogenesis, Institute for Biomedical Sciences, Georgia State University, Atlanta, GA 30303, USA
| | - Caleigh M Azumaya
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Christian Billesbølle
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Axel F Brilot
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Melody G Campbell
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
- Division of Basic Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Amy Diallo
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Miles Sasha Dickinson
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Devan Diwanji
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Nadia Herrera
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Nick Hoppe
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Huong T Kratochvil
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Yanxin Liu
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Gregory E Merz
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Michelle Moritz
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Henry C Nguyen
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Carlos Nowotny
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Cristina Puchades
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Alexandrea N Rizo
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Ursula Schulze-Gahmen
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Amber M Smith
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Ming Sun
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
- Beam Therapeutics, Cambridge, MA 02139, USA
| | - Iris D Young
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Jianhua Zhao
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Daniel Asarnow
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Justin Biel
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Alisa Bowen
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Julian R Braxton
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Jen Chen
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Cynthia M Chio
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Un Seng Chio
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Ishan Deshpande
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Loan Doan
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Bryan Faust
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Sebastian Flores
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Mingliang Jin
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Kate Kim
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Victor L Lam
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Fei Li
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Junrui Li
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Yen-Li Li
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Yang Li
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Xi Liu
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Megan Lo
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Kyle E Lopez
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Arthur A Melo
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Frank R Moss
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Phuong Nguyen
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Joana Paulino
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Komal Ishwar Pawar
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Jessica K Peters
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Thomas H Pospiech
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Maliheh Safari
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Smriti Sangwan
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Kaitlin Schaefer
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Paul V Thomas
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Aye C Thwin
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Raphael Trenker
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Eric Tse
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Tsz Kin Martin Tsui
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Feng Wang
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Natalie Whitis
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Zanlin Yu
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Kaihua Zhang
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Yang Zhang
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Fengbo Zhou
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
| | - Daniel Saltzberg
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, CA 94158, USA
| | - Anthony J Hodder
- Department of Biomedical Science, Centre for Membrane Interactions and Dynamics, University of Sheffield, Firth Court, Sheffield S10 2TN, UK
| | - Amber S Shun-Shion
- Department of Biomedical Science, Centre for Membrane Interactions and Dynamics, University of Sheffield, Firth Court, Sheffield S10 2TN, UK
| | - Daniel M Williams
- Department of Biomedical Science, Centre for Membrane Interactions and Dynamics, University of Sheffield, Firth Court, Sheffield S10 2TN, UK
| | - Kris M White
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Global Health and Emerging Pathogens Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Romel Rosales
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Global Health and Emerging Pathogens Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Thomas Kehrer
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Global Health and Emerging Pathogens Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Lisa Miorin
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Global Health and Emerging Pathogens Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Elena Moreno
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Global Health and Emerging Pathogens Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Arvind H Patel
- MRC-University of Glasgow Centre for Virus Research, Glasgow G61 1QH, Scotland, UK
| | - Suzannah Rihn
- MRC-University of Glasgow Centre for Virus Research, Glasgow G61 1QH, Scotland, UK
| | - Mir M Khalid
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
| | | | - Parinaz Fozouni
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
- Medical Scientist Training Program, University of California, San Francisco, CA 94143, USA
- Biomedical Sciences Graduate Program, University of California, San Francisco, CA 94143, USA
| | - Camille R Simoneau
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
- Biomedical Sciences Graduate Program, University of California, San Francisco, CA 94143, USA
| | - Theodore L Roth
- Medical Scientist Training Program, University of California, San Francisco, CA 94143, USA
- Department of Microbiology and Immunology, University of California, San Francisco, CA 94143, USA
- Biomedical Sciences Graduate Program, University of California, San Francisco, CA 94143, USA
| | - David Wu
- Medical Scientist Training Program, University of California, San Francisco, CA 94143, USA
- Biomedical Sciences Graduate Program, University of California, San Francisco, CA 94143, USA
| | - Mohd Anisul Karim
- Wellcome Trust Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridgeshire CB10 1SA, UK
- Open Targets, Wellcome Genome Campus, Hinxton, Cambridgeshire CB10 1SD, UK
| | - Maya Ghoussaini
- Wellcome Trust Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridgeshire CB10 1SA, UK
- Open Targets, Wellcome Genome Campus, Hinxton, Cambridgeshire CB10 1SD, UK
| | - Ian Dunham
- European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Genome Campus, Hinxton, Cambridgeshire CB10 1SD, UK
- Open Targets, Wellcome Genome Campus, Hinxton, Cambridgeshire CB10 1SD, UK
| | - Francesco Berardi
- Dipartimento di Farmacia-Scienze del Farmaco, Università degli Studi di Bari 'ALDO MORO', Via Orabona, 4 70125, Bari, Italy
| | - Sebastian Weigang
- Institute of Virology, Medical Center-University of Freiburg, 79104 Freiburg, Germany
| | - Maxime Chazal
- Département de Virologie, CNRS UMR 3569, Institut Pasteur, Paris 75015, France
| | - Jisoo Park
- Department of Medicine, University of California, San Diego, CA 92093, USA
| | - James Logue
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Marisa McGrath
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Stuart Weston
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Robert Haupt
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - C James Hastie
- MRC Protein Phosphorylation and Ubiquitylation Unit, College of Life Sciences, University of Dundee, Dundee DD1 5EH, UK
| | - Matthew Elliott
- MRC Protein Phosphorylation and Ubiquitylation Unit, College of Life Sciences, University of Dundee, Dundee DD1 5EH, UK
| | - Fiona Brown
- MRC Protein Phosphorylation and Ubiquitylation Unit, College of Life Sciences, University of Dundee, Dundee DD1 5EH, UK
| | - Kerry A Burness
- MRC Protein Phosphorylation and Ubiquitylation Unit, College of Life Sciences, University of Dundee, Dundee DD1 5EH, UK
| | - Elaine Reid
- MRC Protein Phosphorylation and Ubiquitylation Unit, College of Life Sciences, University of Dundee, Dundee DD1 5EH, UK
| | - Mark Dorward
- MRC Protein Phosphorylation and Ubiquitylation Unit, College of Life Sciences, University of Dundee, Dundee DD1 5EH, UK
| | - Clare Johnson
- MRC Protein Phosphorylation and Ubiquitylation Unit, College of Life Sciences, University of Dundee, Dundee DD1 5EH, UK
| | - Stuart G Wilkinson
- MRC Protein Phosphorylation and Ubiquitylation Unit, College of Life Sciences, University of Dundee, Dundee DD1 5EH, UK
| | - Anna Geyer
- MRC Protein Phosphorylation and Ubiquitylation Unit, College of Life Sciences, University of Dundee, Dundee DD1 5EH, UK
| | - Daniel M Giesel
- MRC Protein Phosphorylation and Ubiquitylation Unit, College of Life Sciences, University of Dundee, Dundee DD1 5EH, UK
| | - Carla Baillie
- MRC Protein Phosphorylation and Ubiquitylation Unit, College of Life Sciences, University of Dundee, Dundee DD1 5EH, UK
| | - Samantha Raggett
- MRC Protein Phosphorylation and Ubiquitylation Unit, College of Life Sciences, University of Dundee, Dundee DD1 5EH, UK
| | - Hannah Leech
- MRC Protein Phosphorylation and Ubiquitylation Unit, College of Life Sciences, University of Dundee, Dundee DD1 5EH, UK
| | - Rachel Toth
- MRC Protein Phosphorylation and Ubiquitylation Unit, College of Life Sciences, University of Dundee, Dundee DD1 5EH, UK
| | - Nicola Goodman
- MRC Protein Phosphorylation and Ubiquitylation Unit, College of Life Sciences, University of Dundee, Dundee DD1 5EH, UK
| | | | - Abigail L Lind
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
| | | | - Kafi R Hemphill
- Department of Neurology, University of California, San Francisco, CA 94143, USA
| | | | - Jennifer Oki
- Synthego Corporation, Redwood City, CA 94063, USA
| | - Kevin Holden
- Synthego Corporation, Redwood City, CA 94063, USA
| | | | - Katherine S Pollard
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
- Department of Epidemiology & Biostatistics, University of California, San Francisco, CA 94158, USA
- Chan-Zuckerberg Biohub, San Francisco, CA 94158, USA
| | - Andrej Sali
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Pharmaceutical Chemistry, University of California, San Francisco, CA 94158, USA
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, CA 94158, USA
| | - David A Agard
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
- Department of Biochemistry and Biophysics, University of California, San Francisco, CA 94158, USA
| | - Yifan Cheng
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
- Howard Hughes Medical Institute, San Francisco, CA 94158, USA
- Department of Biochemistry and Biophysics, University of California, San Francisco, CA 94158, USA
| | - James S Fraser
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, CA 94158, USA
| | - Adam Frost
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
- Department of Biochemistry and Biophysics, University of California, San Francisco, CA 94158, USA
| | - Natalia Jura
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
- Cardiovascular Research Institute, University of California, San Francisco, CA 94158, USA
| | - Tanja Kortemme
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, CA 94158, USA
- The University of California, Berkeley-University of California, San Francisco Graduate Program in Bioengineering, University of California, San Francisco, CA 94158, USA
| | - Aashish Manglik
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
- Department of Pharmaceutical Chemistry, University of California, San Francisco, CA 94158, USA
| | - Daniel R Southworth
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
- Department of Biochemistry and Biophysics, University of California, San Francisco, CA 94158, USA
| | - Robert M Stroud
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
- Department of Biochemistry and Biophysics, University of California, San Francisco, CA 94158, USA
| | - Dario R Alessi
- MRC Protein Phosphorylation and Ubiquitylation Unit, College of Life Sciences, University of Dundee, Dundee DD1 5EH, UK
| | - Paul Davies
- MRC Protein Phosphorylation and Ubiquitylation Unit, College of Life Sciences, University of Dundee, Dundee DD1 5EH, UK
| | - Matthew B Frieman
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Trey Ideker
- Department of Medicine, University of California, San Diego, CA 92093, USA
- Department to Bioengineering, University of California, San Diego, CA 92093, USA
| | - Carmen Abate
- Dipartimento di Farmacia-Scienze del Farmaco, Università degli Studi di Bari 'ALDO MORO', Via Orabona, 4 70125, Bari, Italy
| | - Nolwenn Jouvenet
- Institute of Virology, Medical Center-University of Freiburg, 79104 Freiburg, Germany
- Département de Virologie, CNRS UMR 3569, Institut Pasteur, Paris 75015, France
| | - Georg Kochs
- Institute of Virology, Medical Center-University of Freiburg, 79104 Freiburg, Germany
| | - Brian Shoichet
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Pharmaceutical Chemistry, University of California, San Francisco, CA 94158, USA
| | - Melanie Ott
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
- Department of Medicine, University of California, San Francisco, CA 94143, USA
| | - Massimo Palmarini
- MRC-University of Glasgow Centre for Virus Research, Glasgow G61 1QH, Scotland, UK
| | - Kevan M Shokat
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA
- Howard Hughes Medical Institute, San Francisco, CA 94158, USA
| | - Adolfo García-Sastre
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.
- Global Health and Emerging Pathogens Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Medicine, Division of Infectious Diseases, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | | | - Robert Grosse
- Institute for Clinical and Experimental Pharmacology and Toxicology I, University of Freiburg, 79104 Freiburg, Germany.
- Centre for Integrative Biological Signaling Studies (CIBSS), University of Freiburg, 79104 Freiburg, Germany
| | - Oren S Rosenberg
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA.
- QBI, University of California, San Francisco, CA 94158, USA
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
- Chan-Zuckerberg Biohub, San Francisco, CA 94158, USA
- Department of Biochemistry and Biophysics, University of California, San Francisco, CA 94158, USA
- Department of Medicine, University of California, San Francisco, CA 94143, USA
| | - Kliment A Verba
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA.
- QBI, University of California, San Francisco, CA 94158, USA
- QBI Coronavirus Research Group Structural Biology Consortium, University of California, San Francisco, CA 94158, USA
- Department of Pharmaceutical Chemistry, University of California, San Francisco, CA 94158, USA
| | - Christopher F Basler
- Center for Microbial Pathogenesis, Institute for Biomedical Sciences, Georgia State University, Atlanta, GA 30303, USA.
| | - Marco Vignuzzi
- Viral Populations and Pathogenesis Unit, CNRS UMR 3569, Institut Pasteur, 75724, Paris, cedex 15, France.
| | - Andrew A Peden
- Department of Biomedical Science, Centre for Membrane Interactions and Dynamics, University of Sheffield, Firth Court, Sheffield S10 2TN, UK.
| | - Pedro Beltrao
- European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Genome Campus, Hinxton, Cambridgeshire CB10 1SD, UK.
| | - Nevan J Krogan
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA.
- QBI, University of California, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
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