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Page 1
A systems vaccinology resource to develop and test computational models of immunity.
Shinde P, Soldevila F, Reyna J, Aoki M, Rasmussen M, Willemsen L, Kojima M, Ha B, Greenbaum JA, Overton JA, Guzman-Orozco H, Nili S, Orfield S, Gygi JP, da Silva Antunes R, Sette A, Grant B, Olsen LR, Konstorum A, Guan L, Ay F, Kleinstein SH, Peters B. Shinde P, et al. Among authors: gygi jp. bioRxiv [Preprint]. 2023 Aug 29:2023.08.28.555193. doi: 10.1101/2023.08.28.555193. bioRxiv. 2023. Update in: Cell Rep Methods. 2024 Mar 25;4(3):100731. doi: 10.1016/j.crmeth.2024.100731. PMID: 37693565 Free PMC article. Updated. Preprint.
Integrated longitudinal multi-omics study identifies immune programs associated with COVID-19 severity and mortality in 1152 hospitalized participants.
Gygi JP, Maguire C, Patel RK, Shinde P, Konstorum A, Shannon CP, Xu L, Hoch A, Jayavelu ND, Network I, Haddad EK, Reed EF, Kraft M, McComsey GA, Metcalf J, Ozonoff A, Esserman D, Cairns CB, Rouphael N, Bosinger SE, Kim-Schulze S, Krammer F, Rosen LB, van Bakel H, Wilson M, Eckalbar W, Maecker H, Langelier CR, Steen H, Altman MC, Montgomery RR, Levy O, Melamed E, Pulendran B, Diray-Arce J, Smolen KK, Fragiadakis GK, Becker PM, Augustine AD, Sekaly RP, Ehrlich LIR, Fourati S, Peters B, Kleinstein SH, Guan L. Gygi JP, et al. bioRxiv [Preprint]. 2023 Nov 6:2023.11.03.565292. doi: 10.1101/2023.11.03.565292. bioRxiv. 2023. Update in: J Clin Invest. 2024 May 1;134(9):e176640. doi: 10.1172/JCI176640. PMID: 37986828 Free PMC article. Updated. Preprint.
Putting computational models of immunity to the test - an invited challenge to predict B. pertussis vaccination outcomes.
Shinde P, Willemsen L, Anderson M, Aoki M, Basu S, Burel JG, Cheng P, Dastidar SG, Dunleavy A, Einav T, Forschmiedt J, Fourati S, Garcia J, Gibson W, Greenbaum JA, Guan L, Guan W, Gygi JP, Ha B, Hou J, Hsiao J, Huang Y, Jansen R, Kakoty B, Kang Z, Kobie JJ, Kojima M, Konstorum A, Lee J, Lewis SA, Li A, Lock EF, Mahita J, Mendes M, Meng H, Neher A, Nili S, Olsen LR, Orfield S, Overton JA, Pai N, Parker C, Qian B, Rasmussen M, Reyna J, Richardson E, Safo S, Sorenson J, Srinivasan A, Thrupp N, Tippalagama R, Trevizani R, Ventz S, Wang J, Wu CC, Ay F, Grant B, Kleinstein SH, Peters B. Shinde P, et al. Among authors: gygi jp. bioRxiv [Preprint]. 2024 Sep 8:2024.09.04.611290. doi: 10.1101/2024.09.04.611290. bioRxiv. 2024. Update in: PLoS Comput Biol. 2025 Mar 31;21(3):e1012927. doi: 10.1371/journal.pcbi.1012927. PMID: 39282381 Free PMC article. Updated. Preprint.
Unraveling SARS-CoV-2 Host-Response Heterogeneity through Longitudinal Molecular Subtyping.
Wang K, Nie Y, Maguire C, Syphurs C, Sheen H, Karoly M, Lapp L, Gygi JP, Jayavelu ND, Patel RK, Hoch A; IMPACC Network; Corry D, Kheradmand F, McComsey GA, Fernandez-Sesma A, Simon V, Metcalf JP, Higuita NIA, Messer WB, Davis MM, Nadeau KC, Kraft M, Bime C, Schaenman J, Erle D, Calfee CS, Atkinson MA, Brackenridge SC, Hafler DA, Shaw A, Rahman A, Hough CL, Geng LN, Ozonoff A, Haddad EK, Reed EF, van Bakel H, Kim-Schultz S, Krammer F, Wilson M, Eckalbar W, Bosinger S, Langelier CR, Sekaly RP, Montgomery RR, Maecker HT, Krumholz H, Melamed E, Steen H, Pulendran B, Augustine AD, Cairns CB, Rouphael N, Becker PM, Fourati S, Shannon CP, Smolen KK, Peters B, Kleinstein SH, Levy O, Altman MC, Iwasaki A, Diray-Arce J, Ehrlich LIR, Guan L. Wang K, et al. Among authors: gygi jp. bioRxiv [Preprint]. 2024 Nov 25:2024.11.22.624784. doi: 10.1101/2024.11.22.624784. bioRxiv. 2024. PMID: 39651165 Free PMC article. Preprint.
Identification of a multi-omics factor predictive of long COVID in the IMPACC study.
Gabernet G, Maciuch J, Gygi JP, Moore JF, Hoch A, Syphurs C, Chu T, Jayavelu ND, Corry DB, Kheradmand F, Baden LR, Sekaly RP, McComsey GA, Haddad EK, Cairns CB, Rouphael N, Fernandez-Sesma A, Simon V, Metcalf JP, Agudelo Higuita NI, Hough CL, Messer WB, Davis MM, Nadeau KC, Pulendran B, Kraft M, Bime C, Reed EF, Schaenman J, Erle DJ, Calfee CS, Atkinson MA, Brackenridge SC, Melamed E, Shaw AC, Hafler DA, Ozonoff A, Bosinger SE, Eckalbar W, Maecker HT, Kim-Schulze S, Steen H, Krammer F, Westendorf K; IMPACC Network; Peters B, Fourati S, Altman MC, Levy O, Smolen KK, Montgomery RR, Diray-Arce J, Kleinstein SH, Guan L, Ehrlich LIR. Gabernet G, et al. Among authors: gygi jp. bioRxiv [Preprint]. 2025 Feb 14:2025.02.12.637926. doi: 10.1101/2025.02.12.637926. bioRxiv. 2025. Update in: J Clin Invest. 2025 Sep 9;135(21):e193698. doi: 10.1172/JCI193698. PMID: 39990442 Free PMC article. Updated. Preprint.
Machine learning models predict long COVID outcomes based on baseline clinical and immunologic factors.
Jayavelu ND, Samaha H, Wimalasena ST, Hoch A, Gygi JP, Gabernet G, Ozonoff A, Liu S, Milliren CE, Levy O, Baden LR, Melamed E, Ehrlich LIR, McComsey GA, Sekaly RP, Cairns CB, Haddad EK, Schaenman J, Shaw AC, Hafler DA, Montgomery RR, Corry DB, Kheradmand F, Atkinson MA, Brakenridge SC, Higuita NIA, Metcalf JP, Hough CL, Messer WB, Pulendran B, Nadeau KC, Davis MM, Geng LN, Sesma AF, Simon V, Krammer F, Kraft M, Bime C, Calfee CS, Erle DJ, Langelier CR; IMPACC Network; Guan L, Maecker HT, Peters B, Kleinstein SH, Reed EF, Diray-Arce J, Rouphael N, Altman MC. Jayavelu ND, et al. Among authors: gygi jp. medRxiv [Preprint]. 2025 Feb 13:2025.02.12.25322164. doi: 10.1101/2025.02.12.25322164. medRxiv. 2025. PMID: 39990570 Free PMC article. Preprint.
Machine learning models predict long COVID outcomes based on baseline clinical and immunologic factors.
Doni Jayavelu N, Samaha H, Wimalasena ST, Hoch A, Gygi JP, Gabernet G, Ozonoff A, Liu S, Milliren CE, Levy O, Baden LR, Melamed E, Ehrlich LIR, McComsey GA, Sekaly RP, Cairns CB, Haddad EK, Schaenman J, Shaw AC, Hafler DA, Montgomery RR, Corry DB, Kheradmand F, Atkinson MA, Brakenridge SC, Agudelo Higuit NI, Metcalf JP, Hough CL, Messer WB, Pulendran B, Nadeau KC, Davis MM, Gen LN, Fernandez Sesma A, Simon V, Krammer F, Kraft M, Bime C, Calfee CS, Erle DJ, Langelier CR; IMPACC Network; Guan L, Maecker HT, Peters B, Kleinstein SH, Reed EF, Augustine AD, Diray-Arce J, Becker PM, Rouphael N, Altman MC. Doni Jayavelu N, et al. Among authors: gygi jp. Commun Med (Lond). 2026 Jan 3;6(1):1. doi: 10.1038/s43856-025-01230-w. Commun Med (Lond). 2026. PMID: 41484172 Free PMC article.
Circulating endothelial signatures correlate with worse outcomes in COVID-19, respiratory failure and ARDS.
Costa Monteiro AC, Pickering H, Sarma A, Taylor CS, Jenkins MM, Hsu FM, Nadel B, Levy O, Baden LR, Melamed E, Ehrlich LIR, McComsey GA, Sekaly RP, Cairns CB, Haddad EK, Shaw AC, Hafler DA, Montgomery RR, Corry DB, Kheradmand F, Atkinson MA, Brakenridge SC, Higuita NIA, Metcalf JP, Hough CL, Messer WB, Pulendran B, Nadeau KC, Davis MM, Geng LN, Fernandez-Sesma A, Simon V, Krammer F, Kraft M, Bime C, Calfee CS, Erle DJ, Bosinger S, Eckalbar W, Maecker H, Rahman A, Guan L, Peters B, Kleinstein SH, Augustine AD, Diray-Arce J, Becker PM, Rouphael N; IMPACC Network; CAFPINT Site investigators of the PALISI Network; Agus M, Kulkarni H, Schaenmann JM, Salehi-Rad R, Matthay MA, Reed EF, Sapru A. Costa Monteiro AC, et al. Crit Care. 2025 Oct 14;29(1):432. doi: 10.1186/s13054-025-05596-0. Crit Care. 2025. PMID: 41088445 Free PMC article.
22 results