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整合单细胞 RNA-seq 和 ATAC-seq 揭示 CD4 幼稚 T 细胞亚群的异质性分化与抗抑郁治疗反应相关。

Integrated Single-Cell RNA-seq and ATAC-seq Reveals Heterogeneous Differentiation of CD4 Naive T Cell Subsets is Associated with Response to Antidepressant Treatment in Major Depressive Disorder.

机构信息

The National Clinical Research Center for Mental Disorders & Beijing Key Laboratory of Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, 100088, China.

College of Life Sciences, Beijing Normal University, Beijing, 100875, China.

出版信息

Adv Sci (Weinh). 2024 Aug;11(30):e2308393. doi: 10.1002/advs.202308393. Epub 2024 Jun 13.

DOI:10.1002/advs.202308393
PMID:38867657
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11321657/
Abstract

The mechanism involved in major depressive disorder (MDD) is well-studied but the mechanistic origin of the heterogeneous antidepressant effect remains largely unknown. Single-cell RNA-sequencing (scRNA-seq) and assay for transposase-accessible chromatin using sequencing (ATAC-seq) on peripheral blood mononuclear cells from 8 healthy individuals and 8 MDD patients before or after 12 weeks of antidepressant treatment is performed. scRNA-seq analysis reveals a lower proportion of naive T cells, particularly CD4 naive T cells, in MDD patients compared to controls, and in nonresponders versus responders at the baseline. Flow cytometry data analysis of an independent cohort of 35 patients and 40 healthy individuals confirms the findings. Enrichment analysis of differentially expressed genes indicated obvious immune activation in responders. A specific activated CD4 naive T population in responders characterized by enhanced mitogen-activated protein kinases (MAPK) pathway is identified. E-twenty six (ETS) is proposed as an upstream regulator of the MAPK pathway and heterogeneous differentiation in activated CD4 naive T population is associated with the response to antidepressant treatment in MDD patients. A distinct immune feature manifested by CD4 naive T cells during antidepressant treatment in MDD is identified. Collectively, this proposes the molecular mechanism that underlies the heterogeneous antidepressant outcomes for MDD.

摘要

重度抑郁症(MDD)涉及的机制已得到充分研究,但抗抑郁药效果存在异质性的机制起源在很大程度上仍是未知的。对 8 名健康个体和 8 名 MDD 患者在接受抗抑郁治疗 12 周前后的外周血单个核细胞进行单细胞 RNA 测序(scRNA-seq)和转座酶可及染色质测序(ATAC-seq)。scRNA-seq 分析显示,与对照组相比,MDD 患者中幼稚 T 细胞,尤其是 CD4 幼稚 T 细胞的比例较低,且在基线时无应答者与应答者之间存在差异。对 35 名患者和 40 名健康个体的独立队列进行的流式细胞术数据分析证实了这一发现。差异表达基因的富集分析表明应答者存在明显的免疫激活。在应答者中发现了一个具有增强丝裂原激活蛋白激酶(MAPK)途径的特定激活的 CD4 幼稚 T 群体。提出 E-twenty six(ETS)作为 MAPK 途径的上游调节剂,并且激活的 CD4 幼稚 T 群体中的异质性分化与 MDD 患者对抗抑郁治疗的反应相关。在 MDD 患者接受抗抑郁治疗期间,幼稚 CD4 T 细胞表现出明显的免疫特征。总的来说,这提出了 MDD 抗抑郁治疗效果存在异质性的分子机制。

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