Ethics approval and consent to participate: All consent forms and protocols were approved by appropriate ethical review boards prior to study initiation.
Consent for publication: Not applicable.
Availability of data and materials: The data from the current study are available from the corresponding author on reasonable request.
Competing interests: Jonathan T. Sims, Venkatesh Krishnan, Ching-Yun Chang, Josh Poorbaugh, Montanea Daniels, Stephanie L. Beasley, Lin Zhang, & George H. Rodgers are employees and may be shareholders of Eli Lilly and Company. Fabio Lena, Leonardo G. Lacerenza, Bruno Sposato, Annabelle Dupont, Sophie Susen, Giacomo Casalini, and Mario Corbellino report no conflicts of interest. Justin Stebbing is editor-in-chief of Oncogene, sits on several scientific advisory boards, including Benevolent AI, and consults with Lansdowne partners, Vitruvian, and Eli Lilly and Company, and sits on the Board of Directors for BB Biotech Healthcare Trust.
Funding: The analytical measures using Olink within the study were funded by Eli Lilly and Company. The physicians and the COVID-19 patients did not receive any funding or reimbursement from Eli Lilly and Company.
Authors' contributions: J.T.S., V.K., J.S., M.C., F.L., and S.S. conceived the study. J.T.S., J.P., M.D., S.L.B., and G.H.R. conducted the laboratory experiments. J.T.S., C-Y.C., V.K., J.P. and L.Z. designed and conducted the main analyses and interpreted the results. J.P., G.H.R., F.L., L.G.L, B.S., A.D., S.S., G.C., M.C. and J.S. also contributed to the discussion of analyses. J.T.S. and V.K. wrote the first draft of the manuscript. J.T.S., J.P., J.S., and V.K. wrote the manuscript, with contributions and review by all other authors.
Acknowledgments: The authors would like to thank the continued dedication of healthcare workers across the world for their response to COVID-19. We are indebted to Julien Poissy, Carlotta Pucci, Michele Bindi, Cesira Nencioni, Leonardo Croci, and Maja Rossi for collaboration and assistance with this study. We thank Jeffrey Boyles and Denisa Foster for generating recombinant proteins for the serology assay. We thank Autum Auxier and Tomasz Izbicki for sample management and Robert Benschop for scientific input and support.