第一单位：
Department of Systems Pharmacology and Translational Therapeutics, University of Pennsylvania, Philadelphia, Pennsylvania, USA.;Department of Biochemistry and Molecular Genetics, University of Colorado School of Medicine, Aurora, Colorado, USA.;Center for Health AI, University of Colorado School of Medicine, Aurora, Colorado, USA.
作者：
Halie M,Rando [1]
;
Adam L,MacLean [2]
;
Alexandra J,Lee [3]
;
Ronan,Lordan [4]
;
Sandipan,Ray [5]
;
Vikas,Bansal [6]
;
Ashwin N,Skelly [7]
;
Elizabeth,Sell [8]
;
John J,Dziak [9]
;
Lamonica,Shinholster [10]
;
Lucy,D'Agostino McGowan [11]
;
Marouen,Ben Guebila [12]
;
Nils,Wellhausen [3]
;
Sergey,Knyazev [13]
;
Simina M,Boca [14]
;
Stephen,Capone [15]
;
Yanjun,Qi [16]
;
YoSon,Park [3]
;
David,Mai [17]
;
Yuchen,Sun [16]
;
Joel D,Boerckel [18]
;
Christian,Brueffer [19]
;
James Brian,Byrd [20]
;
Jeremy P,Kamil [21]
;
Jinhui,Wang [8]
;
Ryan,Velazquez [22]
;
Gregory L,Szeto [23]
;
John P,Barton [24]
;
Rishi Raj,Goel [25]
;
Serghei,Mangul [26]
;
Tiago,Lubiana [27]
;
COVID-19 Review Consortium Vikas Bansal, John P. Barton, Simina M. Boca, Joel D. Boerckel, Christian Brueffer, James Brian Byrd, Stephen Capone, Shikta Das, Anna Ada Dattoli, John J. Dziak, Jeffrey M. Field, Soumita Ghosh, Anthony Gitter, Rishi Raj Goel, Casey S. Greene, Marouen Ben Guebila, Daniel S. Himmelstein, Fengling Hu, Nafisa M. Jadavji, Jeremy P. Kamil, Sergey Knyazev, Likhitha Kolla, Alexandra J. Lee, Ronan Lordan, Tiago Lubiana, Temitayo Lukan, Adam L. MacLean, David Mai, Serghei Mangul, David Manheim, Lucy D’Agostino McGowan, Amruta Naik, YoSon Park, Dimitri Perrin, Yanjun Qi, Diane N. Rafizadeh, Bharath Ramsundar, Halie M. Rando, Sandipan Ray, Michael P. Robson, Vincent Rubinetti, Elizabeth Sell, Lamonica Shinholster, Ashwin N. Skelly, Yuchen Sun, Yusha Sun, Gregory L. Szeto, Ryan Velazquez, Jinhui Wang, Nils Wellhausen, [28]
;
Anthony,Gitter [29]
;
Casey S,Greene
作者单位：
Department of Systems Pharmacology and Translational Therapeutics, University of Pennsylvania, Philadelphia, Pennsylvania, USA.;Department of Biochemistry and Molecular Genetics, University of Colorado School of Medicine, Aurora, Colorado, USA.;Center for Health AI, University of Colorado School of Medicine, Aurora, Colorado, USA.
[1]
Department of Quantitative and Computational Biology, University of Southern California, Los Angeles, California, USA.
[2]
Department of Systems Pharmacology and Translational Therapeutics, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
[3]
Institute for Translational Medicine and Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
[4]
Department of Biotechnology, Indian Institute of Technology Hyderabad, Sangareddy, Telangana, India.
[5]
Biomedical Data Science and Machine Learning Group, German Center for Neurodegenerative Diseases, Tübingen, Germany.
[6]
Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.;Institute for Immunology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
[7]
Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
[8]
Edna Bennett Pierce Prevention Research Center, The Pennsylvania State University, University Park, Pennsylvania, USA.
[9]
Mercer University, Macon, Georgia, USA.
[10]
Department of Mathematics and Statistics, Wake Forest Universitygrid.241167.7, Winston-Salem, North Carolina, USA.
[11]
Department of Biostatistics, Harvard School of Public Health, Boston, Massachusetts, USA.
[12]
Georgia State University, Atlanta, Georgia, USA.
[13]
Innovation Center for Biomedical Informatics, Georgetown University Medical Center, Washington, DC, USA.;Early Biometrics & Statistical Innovation, Data Science & Artificial Intelligence, R & D, AstraZeneca, Gaithersburg, Maryland, USA.
[14]
St. George's University School of Medicine, St. George's, Grenada.
[15]
Department of Computer Science, University of Virginiagrid.27755.32, Charlottesville, Virginia, USA.
[16]
Department of Bioengineering, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
[17]
Department of Bioengineering, University of Pennsylvania, Philadelphia, Pennsylvania, USA.;Department of Orthopaedic Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
[18]
Department of Clinical Sciences, Lund University, Lund, Sweden.
[19]
University of Michigan School of Medicine, Ann Arbor, Michigan, USA.
[20]
Department of Microbiology and Immunology, Louisiana State University Health Sciences Center Shreveport, Shreveport, Louisiana, USA.
[21]
Azimuth1, McLean, Virginia, USA.
[22]
Allen Institute for Immunology, Seattle, Washington, USA.
[23]
Department of Physics and Astronomy, University of California-Riverside, Riverside, California, USA.
[24]
Institute for Immunology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
[25]
Department of Clinical Pharmacy, School of Pharmacy, University of Southern California, Los Angeles, California, USA.
[26]
Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, Brazil.
[27]
Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, Wisconsin, USA.;Morgridge Institute for Research, Madison, Wisconsin, USA.
[28]
Department of Systems Pharmacology and Translational Therapeutics, University of Pennsylvania, Philadelphia, Pennsylvania, USA.;Department of Biochemistry and Molecular Genetics, University of Colorado School of Medicine, Aurora, Colorado, USA.;Center for Health AI, University of Colorado School of Medicine, Aurora, Colorado, USA.;Childhood Cancer Data Lab, Alex's Lemonade Stand Foundation, Philadelphia, Pennsylvania, USA.
[29]
DOI
10.1128/mSystems.00095-21
PMID
34698547
发布时间
2026-07-26
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