Enhancer-driven gene regulatory networks reveal transcription factors governing T cell adaptation and differentiation in the tumor microenvironment

增强子驱动的基因调控网络揭示了肿瘤微环境中调控T细胞适应和分化的转录因子

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作者:William D Green ,Amber Gomez ,Alec L Plotkin ,Brandon M Pratt ,Emily F Merritt ,Genevieve N Mullins ,Nancy P Kren ,Jennifer L Modliszewski ,Vasyl Zhabotynsky ,Mark G Woodcock ,Jarred M Green ,Gabrielle Cannon ,Matthew E Pipkin ,Gianpietro Dotti ,Jessica E Thaxton ,Yuliya Pylayeva-Gupta ,Albert S Baldwin ,John P Morris 4th ,Natalie Stanley ,J Justin Milner

Abstract

Tumor-infiltrating lymphocytes (TILs) with a tissue-resident memory CD8+ T cell (Trm) phenotype are associated with improved patient outcomes in solid malignancies. To define programs governing the formation of Trm-like TIL, we performed paired single-cell RNA sequencing and single-cell ATAC sequencing of T cell receptor (TCR)-matched CD8+ T cells in models of infection and cancer. Enhancer-driven regulons assembled from multiomic profiling data revealed epigenetic and transcriptional programs regulating the formation of Trm-like TIL in relation to canonical exhausted and memory T cell states. The transcriptional regulator KLF2 repressed the formation of CD69+CD103+ Trm-like TIL and limited anti-tumor activity. Conversely, sustained expression of the transcription factor BATF enhanced formation of CD69+CD103+ TIL, contingent upon downregulation of KLF2. Transforming growth factor β (TGF-β) signaling and CD103 expression were necessary for Trm-like TIL formation, but BATF overexpression was sufficient to drive formation of CD69+CD103+ TIL in TGFBR2-silenced cells. These findings reveal mechanisms of Trm-like TIL differentiation and provide a framework for considering tissue residency in the context of CD8+ T cell heterogeneity in the tumor microenvironment.

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