Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK.
Open Targets, Wellcome Genome Campus, Cambridge, UK.
Nat Genet. 2022 Jun;54(6):817-826. doi: 10.1038/s41588-022-01066-3. Epub 2022 May 26.
During activation, T cells undergo extensive gene expression changes that shape the properties of cells to exert their effector function. Understanding the regulation of this process could help explain how genetic variants predispose to immune diseases. Here, we mapped genetic effects on gene expression (expression quantitative trait loci (eQTLs)) using single-cell transcriptomics. We profiled 655,349 CD4 T cells, capturing transcriptional states of unstimulated cells and three time points of cell activation in 119 healthy individuals. This identified 38 cell clusters, including transient clusters that were only present at individual time points of activation. We found 6,407 genes whose expression was correlated with genetic variation, of which 2,265 (35%) were dynamically regulated during activation. Furthermore, 127 genes were regulated by variants associated with immune-mediated diseases, with significant enrichment for dynamic effects. Our results emphasize the importance of studying context-specific gene expression regulation and provide insights into the mechanisms underlying genetic susceptibility to immune-mediated diseases.
在激活过程中,T 细胞经历广泛的基因表达变化,从而塑造细胞的特性以发挥其效应功能。了解这一过程的调控机制可能有助于解释遗传变异如何导致免疫性疾病。在这里,我们使用单细胞转录组学来绘制基因表达(表达数量性状基因座(eQTL))的遗传效应。我们对 119 名健康个体的 655,349 个 CD4 T 细胞进行了分析,捕获了未刺激细胞的转录状态以及细胞激活的三个时间点。这确定了 38 个细胞簇,包括仅在激活的个别时间点存在的短暂簇。我们发现了 6,407 个表达与遗传变异相关的基因,其中 2,265 个(35%)在激活过程中受到动态调控。此外,有 127 个基因受到与免疫介导疾病相关的变异的调控,其动态效应显著富集。我们的研究结果强调了研究特定于上下文的基因表达调控的重要性,并为免疫介导疾病的遗传易感性的机制提供了新的见解。