Integrated analysis of plasma and single immune cells uncovers metabolic changes in individuals with COVID-19.
Publication Title
Nature biotechnology
Authors
Jihoon W Lee
Yapeng Su, Institute for Systems Biology, Seattle, WA, USA
Priyanka Baloni, Institute for Systems Biology, Seattle WA 98109.Follow
Daniel Chen, Institute for Systems Biology, Seattle, WA, USA.
Ana Jimena Pavlovitch-Bedzyk, Institute for Systems Biology, Seattle, WA, USA.
Dan Yuan, Institute for Systems BiologyFollow
Venkata R Duvvuri, Institute for Systems BiologyFollow
Rachel H Ng, Institute for Systems Biology, Seattle, WA, USA.
Jongchan Choi, Institute for Systems Biology, Seattle, WA, USA.
Jingyi Xie, Institute for Systems Biology, Seattle, WA, USA.
Rongyu Zhang, Institute for Systems Biology, Seattle, WA, USA.
Kim Murray, Institute for Systems Biology, Seattle, WA, USA.
Sergey A Kornilov, Institute for Systems Biology, Seattle, WAFollow
Brett Smith, Institute for Systems BiologyFollow
Andrew T Magis, Institute for Systems Biology, Seattle, Washington.Follow
Dave Hoon, Institute for Systems Biology, Seattle, WA, USA.Follow
Jennifer J Hadlock, Institute for Systems Biology, Seattle, WA, USA.Follow
Jason D Goldman, Division of Infectious Diseases Swedish Medical Center Seattle WA.Follow
Nathan D Price, Institute for Systems Biology, 401 Terry Avenue N, Seattle, WA, 98109, USA.Follow
Raphael Gottardo
Mark M Davis
Leroy Hood, Institute for Systems Biology, Seattle, WA, United StatesFollow
Philip D Greenberg
James R Heath, Institute for Systems Biology, Seattle, WA, USAFollow
Publication Date
9-6-2021
Keywords
washington; rention; system; california; santa monica; isb; seattle; swedish; sjci; covid-19
Abstract
A better understanding of the metabolic alterations in immune cells during severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection may elucidate the wide diversity of clinical symptoms experienced by individuals with coronavirus disease 2019 (COVID-19). Here, we report the metabolic changes associated with the peripheral immune response of 198 individuals with COVID-19 through an integrated analysis of plasma metabolite and protein levels as well as single-cell multiomics analyses from serial blood draws collected during the first week after clinical diagnosis. We document the emergence of rare but metabolically dominant T cell subpopulations and find that increasing disease severity correlates with a bifurcation of monocytes into two metabolically distinct subsets. This integrated analysis reveals a robust interplay between plasma metabolites and cell-type-specific metabolic reprogramming networks that is associated with disease severity and could predict survival.
Area of Special Interest
Cancer
Specialty/Research Institute
Infectious Diseases