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Network analysis reveals centrally connected genes and pathways involved in CD8+ T cell exhaustion versus memory.

ABSTRACT: Exhausted CD8(+) T cells function poorly and are negatively regulated by inhibitory receptors. Transcriptional profiling has identified gene expression changes associated with exhaustion. However, the transcriptional pathways critical to the differences between exhausted and functional memory CD8(+) T cells are unclear. We thus defined transcriptional coexpression networks to define pathways centrally involved in exhaustion versus memory. These studies revealed differences between exhausted and memory CD8(+) T cells including the following: lack of coordinated transcriptional modules of quiescence during exhaustion, centrally connected hub genes, pathways such as transcription factors, genes involved in regulation of immune responses, and DNA repair genes, as well as differential connectivity for genes including T-bet, Eomes, and other transcription factors. These data identify pathways involved in CD8(+) T cell exhaustion, and highlight the context-dependent nature of transcription factors in exhaustion versus memory.

SUBMITTER: Doering TA

PROVIDER: S-EPMC3749234 | biostudies-literature | 2012 Dec

REPOSITORIES: biostudies-literature

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Network analysis reveals centrally connected genes and pathways involved in CD8+ T cell exhaustion versus memory.

Doering Travis A TA Crawford Alison A Angelosanto Jill M JM Paley Michael A MA Ziegler Carly G CG Wherry E John EJ

Immunity 20121115 6

Exhausted CD8(+) T cells function poorly and are negatively regulated by inhibitory receptors. Transcriptional profiling has identified gene expression changes associated with exhaustion. However, the transcriptional pathways critical to the differences between exhausted and functional memory CD8(+) T cells are unclear. We thus defined transcriptional coexpression networks to define pathways centrally involved in exhaustion versus memory. These studies revealed differences between exhausted and ...[more]

PMID: 23159438

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Project description:BackgroundUnderstanding the host genetic architecture and viral immunity contributes to the development of effective vaccines and therapeutics for controlling the COVID-19 pandemic. Alterations of immune responses in peripheral blood mononuclear cells play a crucial role in the detrimental progression of COVID-19. However, the effects of host genetic factors on immune responses for severe COVID-19 remain largely unknown.MethodsWe constructed a computational framework to characterize the host genetics that influence immune cell subpopulations for severe COVID-19 by integrating GWAS summary statistics (N = 969,689 samples) with four independent scRNA-seq datasets containing healthy controls and patients with mild, moderate, and severe symptom (N = 606,534 cells). We collected 10 predefined gene sets including inflammatory and cytokine genes to calculate cell state score for evaluating the immunological features of individual immune cells.ResultsWe found that 34 risk genes were significantly associated with severe COVID-19, and the number of highly expressed genes increased with the severity of COVID-19. Three cell subtypes that are CD16+monocytes, megakaryocytes, and memory CD8+T cells were significantly enriched by COVID-19-related genetic association signals. Notably, three causal risk genes of CCR1, CXCR6, and ABO were highly expressed in these three cell types, respectively. CCR1+CD16+monocytes and ABO+ megakaryocytes with significantly up-regulated genes, including S100A12, S100A8, S100A9, and IFITM1, confer higher risk to the dysregulated immune response among severe patients. CXCR6+ memory CD8+ T cells exhibit a notable polyfunctionality including elevation of proliferation, migration, and chemotaxis. Moreover, we observed an increase in cell-cell interactions of both CCR1+ CD16+monocytes and CXCR6+ memory CD8+T cells in severe patients compared to normal controls among both PBMCs and lung tissues. The enhanced interactions of CXCR6+ memory CD8+T cells with epithelial cells facilitate the recruitment of this specific population of T cells to airways, promoting CD8+T cell-mediated immunity against COVID-19 infection.ConclusionsWe uncover a major genetics-modulated immunological shift between mild and severe infection, including an elevated expression of genetics-risk genes, increase in inflammatory cytokines, and of functional immune cell subsets aggravating disease severity, which provides novel insights into parsing the host genetic determinants that influence peripheral immune cells in severe COVID-19.

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Network analysis reveals centrally connected genes and pathways involved in CD8+ T cell exhaustion versus memory.

Publications

Network analysis reveals centrally connected genes and pathways involved in CD8+ T cell exhaustion versus memory.

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