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病毒感染中CD8 T细胞衰竭的关键转录因子发掘

中文摘要英文摘要

8 T细胞衰竭现象作为免疫治疗领域的一项重大挑战,严重阻碍了免疫系统对慢性感染和癌症的有效应答。为了深入解析CD8 T细胞衰竭的分子机制,本研究整合分析了四个公开的 bulk RNA-seq数据集、多组单细胞 RNA-seq 数据,同时采用ATAC-seq与ChIP-seq技术进行表观遗传层面的研究。通过这些整合分析发现,原始T细胞(Tna)、效应T细胞(Teff)、记忆T细胞(Tmem)和衰竭T细胞(Tex)呈现差异表达基因簇,各簇基因有独特表达模式且富集于特定 KEGG 通路,其中Tex细胞显著高表达抑制性受体。通路分析进一步揭示了效应细胞与衰竭细胞激活通路的相似性及其与其他细胞群的差异性。单细胞分析明确了关键基因及其在拟时序分化中的作用,表观遗传学解析则显示染色质可及性与组蛋白修饰变化与细胞功能状态相关。通过构建转录因子调控网络,本研究确定了 Tex 细胞基因表达的关键调节因子。抗PD-L1治疗干预实验表明,该疗法可改变CD8 T细胞基因表达特征及衰竭亚群分布,表现为Tex-term细胞减少和Tex-prog与Tex-eff细胞扩增。

he phenomenon of CD8 T cell exhaustion, as a major challenge in the field of immunotherapy, seriously hinders the effective response of the immune system in dealing with chronic infections and cancers. To further explore the molecular mechanism of CD8 T cell exhaustion, we re-analyzed four publicly available bulk RNA-seq datasets and multiple single-cell RNA-seq datasets, and combined ATAC-seq and ChIP-seq data for epigenetic analysis. As a result of these studies, different CD8 T cell types were found out: There were differentially expressed gene clusters in naive T cells (Tna), effector T cells (Teff), memory T cells (Tmem) and exhausted T cells (Tex). Each cluster had unique expression pattern and was enriched in specific KEGG pathways, among which Tex cells significantly expressed inhibitory receptors. Pathway analysis further revealed the similarities of activation pathways between Teff and Tex cells and the differences between them and other cell types.Single-cell analysis identified key genes and their roles in the pseudotime, and epigenetic analysis showed that chromatin accessibility and histone modification changes correlated with cellular functional status. Transcription factor regulatory network was also constructed and key regulators of gene expression in Tex cells were identified. In addition, the effect of anti-PD-L1 treatment on CD8 T cells was investigated, and it was found to alter gene expression and exhausted subsets, reduce Tex-term cell numbers, and increase Tex-prog and Tex-eff numbers.

王依秀、石碧

湖南大学生物学院,长沙,410082湖南大学生物学院,长沙,410082

基础医学生物科学研究方法、生物科学研究技术分子生物学

生物信息学8 T细胞衰竭转录景观

BioinformaticsCD8 T cell exhaustionTranscriptional landscape

王依秀,石碧.病毒感染中CD8 T细胞衰竭的关键转录因子发掘[EB/OL].(2025-04-29)[2025-05-10].http://www.paper.edu.cn/releasepaper/content/202504-225.点此复制

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