Integrated analysis of plasma and single immune cells uncovers metabolic changes in individuals with COVID-19

Nat Biotechnol. 2022 Jan;40(1):110-120. doi: 10.1038/s41587-021-01020-4. Epub 2021 Sep 6.

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.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • COVID-19 / blood*
  • COVID-19 / diagnosis
  • COVID-19 / immunology*
  • COVID-19 / metabolism
  • Humans
  • Monocytes / metabolism*
  • Prognosis
  • Single-Cell Analysis*
  • T-Lymphocytes / metabolism*