Data Availability. All raw and normalized array data will be made available upon publication in a peer-reviewed journal by depositing in the GEO database. Clinical data other than data already shown in Supplementary Tables 2-6 are not available, to remain compliant with HIPAA requirements.
Code Availability. Code used for data analysis and figure generation are available from the corresponding authors upon reasonable request.
Acknowledgments
Funding
A.F. was funded by Stanford University and the Vice Provost for Undergraduate Education’s (VPUE) 2019-2020 Major Grant.
A.J.R. was supported by NHLBI R01 152083 and the Stanford ICU Biobank by K23 HL125663.
C.S. was funded by Universities Giessen and Marburg Lung Center and the German Center for Lung Research, University Hospital Gießen and Marburg (UKGM) research funding according to article 2, section 3 cooperation agreement, the Deutsche Forschungsgemeinschaft (DFG)–funded- SFB 1021 (C04), KFO 309 (P10) and SK 317/1-1 (Project number 428518790) as well as by the Foundation for Pathobiochemistry and Molecular Diagnostics.
E.T.L.P. was funded by NIH UC4 DK112217 and NIH UM1-AI144288 (Autoimmunity Centers of Excellence, ACE). The ACE is a research network supported by the National Institute of Allergy and Infectious Disease (NIAID/NIH).
E.A. was supported by research grants from the European Commission (IMMUNAID, no. 779295 and CURE, no. 767015), the Hellenic Foundation for Research and Innovation (INTERFLU, no. 1574) and Janssen Pharmaceuticals.
E.K.M.M. was funded by Stiftung P.E. Kempkes (06/2014, 01/2016), Deutsche José Carreras Leukämie-Stiftung (18R/2016), Rhön Klinikum AG (RKA No. 64).
H.R. was funded by the Universities Giessen Marburg Lung Center and the German Center for Lung Disease (DZL German Lung Center, no. 82DZL00502) for UGMLC.
K.C.N. was supported by NIH Grant 5U19AI057229-17, NIH RECOVER OTA-21-15B, and by philanthropic support from the Sean N Parker Center COVID-19 Research Fund.
P.J.U. was supported by National Institute of Allergy and Infectious Diseases of the National Institutes of Health, R01 AI125197-04, NIH RECOVER OTA-21-15B, philanthropic support from the Sean N Parker Center COVID-19 Research Fund, and the Henry Gustav Floren Trust.
U.S. was supported by NIH RECOVER OTA-21-15B.
C.E.B., R.P., M.L., K.P., and M.S. were supported by NIH RECOVER OTA-21-15B, the Chan Zuckerberg Biohub, NIH/NIDA DP1 DA04608904, and the Burroughs Welcome Fund Investigators in the Pathogenesis of Infectious Diseases 1016687.
T.T.W. was supported by Chan Zuckerberg Biohub, the Searle Scholars Program, Fast Grants, the CEND COVID Catalyst Fund, and the National Institute of Allergy and Infectious Diseases of the National Institutes of Health under award numbers R01 AI139119, U19 AI111825, and U54 CA260517.
In addition to funding sources, the authors would like to acknowledge Sharon Dickow for expert administrative support; patients and their families who participated in the research and provided samples for our studies; the many nurses, physicians, respiratory therapists, advance practice providers and countless staff who cared for these patients; and Alan Landay for insights into influenza biology and feedback on assays and data.
Author Contributions
A.F., E.Y.Y., S.E.C., S.D., P.J.U., and C.S. designed experiments and array panels.
A.F., E.Y.Y., S.E.C., and S.D. performed antigen array and ACA array production, quality control, sample runs, and data acquisition.
G.S. assisted P.J.U. with supervision of A.F., E.Y.Y., X.Y., and S.D., and assisted with data analysis and interpretation.
R.P., M.L., M.S., K.P., J.H.L., C.M.R., J.E.C., and C.E.B. developed the IFN-lambda neutralizing antibody screening assay using HAP1 reporter cell lines.
M.G., E.K.M.M., C.S., P.C.F., S.V., S.H., V.T., and M.L.S. collected and processed patient blood samples.
M.G., C.S., E.K.M.M., S.H., P.C.F., S.T., V.T., and E.A. collected, extracted, and analyzed clinical data.
E.K.M.M., A.N., H.R., R.G., S.H., B.S., C.S., P.C.F., S.T., and E.A. assisted in designing, recruiting, and/or following inpatient and HC cohorts.
A.R.M., B.S., S.H., V.T., M.L.S., E.A., J.G.W., J.E.L., A.A.A., W.B., U.S., and K.C.N. supervised clinical data management and biobank recruitment, and/or performed chart reviews that enabled correlation of array results with clinical parameters.
B.S., W.B., and J.R. contributed to collection and storage of patient samples, collection of patient laboratory and clinical data, and distribution of blood samples.
A.F., B.S., W.B., E.Y.Y., R.P., C.E.B., S.D., S.H., K.C.N., A.R.M., A.J.R., X.Y., J.F., C.S., E.T.L.P., and P.J.U. analyzed data, performed statistical analyses, and/or interpreted data across experiments and cohorts.
A.F., E.Y.Y., S.D., X.Y., A.R.M., R.P., A.J.R., C.S., and P.J.U. created figures and tables.
A.F., E.Y.Y., A.R.M., S.D., C.S., A.J.R., and P.J.U. were primary authors of the manuscript.
A.F., E.Y.Y., A.R.M., S.D., R.M., E.M., T.T.W., E.T.L.P., C.S., A.J.R., and P.J.U. contributed significantly to editing the manuscript, interpreting results, and drafting relevant sections in the Discussion.
P.J.U., C.S, C.E.B., E.A., and A.J.R. supervised the research.
Conflicts of Interest
C.S. received consultancy fees and research funding from Hycor Biomedical and Thermo Fisher Scientific, research funding from Mead Johnson Nutrition (MJN), and consultancy fees from Bencard Allergie.
E.K.M.M. received consultancy fees from Roche.
E.T.L.P. receives research funding from Janssen Research and Development, consultancy fees and research funding from Roche Diagnostics, is a paid consultant for Enpicom and serves on the scientific advisory boards of the Antibody Society, the Immune Epitope Database and the American Autoimmune Related Diseases Association.
P.J.U. serves on the scientific advisory boards of SeraNova, 4DMT, and the Arthritis National Research Foundation. He is co-founder and member of the Board of Directors of the Physician Scientist Support Foundation.
All remaining authors report no conflicts of interest with the research reported in this manuscript.