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Gene regulatory network determinants of rapid recall in human memory T cells

ABSTRACT: Rapid recall is the hallmark of memory T cells. While naïve T cells require days to mount an effector response to a new threat, antigen-experienced memory T cells can produce cytokines within hours of the repeatencounter. The establishment of memory and control of rapid recall across lifespan is poorly understood, yet the mechanisms are fundamental to pathogen defense and immunological diseases. Epigenetic poising is a likely mechanism. Indeed, compared to naïve, memory cells exhibit enhanced chromatin accessibility proximal to rapid recall genes, but the transcription factors (TFs) that establish, maintain and utilize these putative regulatory elements are unknown. Here, we leverage single-nuclei (sn)multiome-seq (simultaneous snRNA-seq and snATAC-seq) to (1) characterize the dynamic activation responses of naïve and memory CD4+ T cell subsets and (2) reconstruct the underlying gene regulatory networks, at genome scale. Our analysis uncovered thousands of genes and putative regulatory elements with rapid-recall dynamics, shared and unique across the several memory populations. A core of memory-associated TFs (MAF, PRDM1, RUNX2, SMAD3 and KLF6) was predicted to orchestrate rapid recall and maintain accessible chromatin at rapid-recall gene enhancers in resting memory cells. KLF6 binding to its predicted target genes was confirmed by ChIP-seq, while the memory-associated activities of all five factors replicated in independent scRNA-seq studies. Using GWAS to link our T cell populations and their dynamic chromatin landscapes to human phenotypes, we nominate CD4+ T cell populations, rapid recall responses and gene regulatory mechanisms that might mediate genetic risk to autoimmune and inflammatory diseases.

ORGANISM(S): Homo sapiens

PROVIDER: GSE282266 | GEO | 2026/01/05

REPOSITORIES: GEO

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Project description:Memory T cells respond to stimulation with more rapid expression of effector cell functions than their naïve counterparts, yet the gene expression signature underlying this enhanced recall response is not known. Therefore, we performed comprehensive, whole-genome expression profiling of murine memory CD8 T cells before and shortly after ex vivo stimulation. We compared this differential expression profile to its counterpart from stimulated naive cells. Given that memory cells arise from naive cells, the quiescent state of both cell populations prior to stimulation, and the early time point analyzed (four hours post-stimulation), it was possible that the stimulation-induced changes in gene expression were identical between the two populations. While there was a high degree of overlap, we found that the majority of up-regulated genes were more highly induced following stimulation of memory cells. This more robust increase in transcript levels was observed for a functionally diverse set of genes, including cytokines, chemokines, amino acid metabolic enzymes and transporters, transcription factors and regulators of RNA processing. We also identified the unique, stimulation-induced signatures of naive and memory CD8 T cells and found that the former was enriched for factors involved in regulating chromatin modifications. Specifically, we found that Hdac 5,7 and 8 transcript levels were rapidly down-regulated following stimulation of naive cells, which correlated with an increase in their total level of acetylated histone H3 (AcH3). This was in contrast to stimulated memory cells, which had higher levels of total AcH3 ex vivo that did not change following short-term stimulation. Furthermore, the unique stimulation-induced expression profile of memory cells was enriched for factors involved in regulating transport of molecules between the nucleus and cytoplasm, including multiple members of the nuclear pore complex. Together, these results support a model whereby the chromatin modifications that occur during the differentiation of naïve cells into memory cells are preserved in resting memory populations, facilitating their more robust re-activation of a functionally diverse set of genes that contribute to rapid recall of effector functions.

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Gene regulatory network determinants of rapid recall in human memory T cells

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