Abstract
Acute viral infections can have durable functional impacts on the immune system long after recovery, but how they affect homeostatic immune states and responses to future perturbations remain poorly understood1–4. Here we use systems immunology approaches, including longitudinal multimodal single cell analysis (surface proteins, transcriptome, and V(D)J sequences), to comparatively assess baseline immune statuses and responses to influenza vaccination in 33 healthy individuals after recovery from mild, non-hospitalized COVID-19 (mean: 151 days after diagnosis) and 40 age- and sex-matched controls who never had COVID-19. At baseline and independent of time since COVID-19, recoverees had elevated T-cell activation signatures and lower expression of innate immune genes in monocytes. COVID-19-recovered males had coordinately higher innate, influenza-specific plasmablast, and antibody responses after vaccination compared to healthy male and COVID-19-recovered females, partly because male recoverees had monocytes with higher IL-15 responses early after vaccination coupled with elevated pre-vaccination frequencies of “virtual memory” like CD8+ T-cells poised to produce more IFNγ upon IL-15 stimulation. In addition, the expression of the repressed innate immune genes in monocytes increased by day 1 through day 28 post-vaccination in recoverees, thus moving towards the pre-vaccination baseline of healthy controls. In contrast, these genes decreased on day 1 and returned to the baseline by day 28 in controls. Our study reveals sex-dimorphic impacts of prior mild COVID-19 and suggests that viral infections in humans can establish new set-points impacting future immune responses in an antigen-agnostic manner.
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This file contains Supplementary Discussion, Supplementary References, and Supplementary Figures 1-7.
Supplementary Table 1
Baseline parameter TSD association results (all subjects)
Supplementary Table 2
Baseline parameter DE results (all subjects)
Supplementary Table 3
Baseline whole blood GSEA results (all subjects)
Supplementary Table 4
Significant (p < 0.05) single cell timepoint DE results
Supplementary Table 5
Timepoint whole blood and single cell GSEA results
Supplementary Table 6
Zhai et al natural influenza infection cohort DE results
Supplementary Table 7
Post-influenza vaccination timepoint DE results
Supplementary Table 8
Influenza vaccine antibody titer and SPR D0 and D28 model results
Supplementary Table 9
Gated populations in 36-color Cytek panel
Supplementary Table 10
COVR-M CD8 EM Markers from CITE-seq
Supplementary Table 11
Protein surface marker panel used for CITE-seq, Biolegend Total-seq-C Human Universal Cocktail, V1.0
Supplementary Table 12
Antibodies and influenza probes used in B-cell flow panel
Supplementary Table 13
Antibodies and viability dyes used in 36-color Cytek flow cytometry panel
Supplementary Table 14
Antibodies and viability dyes used in T-cell stimulation assays
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Sparks, R., Lau, W.W., Liu, C. et al. Influenza vaccination reveals sex dimorphic imprints of prior mild COVID-19. Nature (2023). https://doi.org/10.1038/s41586-022-05670-5
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DOI: https://doi.org/10.1038/s41586-022-05670-5
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