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单细胞 RNA 测序和 CITE-Seq 分析揭示 CD4+T 细胞中的冠状动脉疾病和糖尿病的性别差异。

Sex Differences in Coronary Artery Disease and Diabetes Revealed by scRNA-Seq and CITE-Seq of Human CD4+ T Cells.

机构信息

La Jolla Institute for Immunology, La Jolla, CA 92037, USA.

Cardiovascular Research Center, Cardiovascular Division, Department of Medicine, University of Virginia, Charlottesville, VA 22904, USA.

出版信息

Int J Mol Sci. 2022 Aug 30;23(17):9875. doi: 10.3390/ijms23179875.

DOI:10.3390/ijms23179875
PMID:36077273
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9456056/
Abstract

Despite the decades-old knowledge that males and people with diabetes mellitus (DM) are at increased risk for coronary artery disease (CAD), the reasons for this association are only partially understood. Among the immune cells involved, recent evidence supports a critical role of T cells as drivers and modifiers of CAD. CD4+ T cells are commonly found in atherosclerotic plaques. We aimed to understand the relationship of CAD with sex and DM by single-cell RNA (scRNA-Seq) and antibody sequencing (CITE-Seq) of CD4+ T cells. Peripheral blood mononuclear cells (PBMCs) of 61 men and women who underwent cardiac catheterization were interrogated by scRNA-Seq combined with 49 surface markers (CITE-Seq). CAD severity was quantified using Gensini scores, with scores above 30 considered CAD+ and below 6 considered CAD-. Four pairs of groups were matched for clinical and demographic parameters. To test how sex and DM changed cell proportions and gene expression, we compared matched groups of men and women, as well as diabetic and non-diabetic subjects. We analyzed 41,782 single CD4+ T cell transcriptomes for sex differences in 16 women and 45 men with and without coronary artery disease and with and without DM. We identified 16 clusters in CD4+ T cells. The proportion of cells in CD4+ effector memory cluster 8 (CD4T8, CCR2+ Em) was significantly decreased in CAD+, especially among DM+ participants. This same cluster, CD4T8, was significantly decreased in female participants, along with two other CD4+ T cell clusters. In CD4+ T cells, 31 genes showed significant and coordinated upregulation in both CAD and DM. The DM gene signature was partially additive to the CAD gene signature. We conclude that (1) CAD and DM are clearly reflected in PBMC transcriptomes, and (2) significant differences exist between women and men and (3) between subjects with DM and non-DM.

摘要

尽管几十年来人们已经知道男性和患有糖尿病(DM)的人患冠状动脉疾病(CAD)的风险增加,但对这种关联的原因仅部分了解。在涉及的免疫细胞中,最近的证据支持 T 细胞作为 CAD 的驱动因素和修饰因子的关键作用。CD4+T 细胞通常存在于动脉粥样硬化斑块中。我们旨在通过对 CD4+T 细胞进行单细胞 RNA(scRNA-Seq)和抗体测序(CITE-Seq)来了解 CAD 与性别和 DM 的关系。对 61 名接受心脏导管检查的男性和女性的外周血单核细胞(PBMC)进行了 scRNA-Seq 联合 49 个表面标志物(CITE-Seq)的检测。使用 Gensini 评分量化 CAD 严重程度,评分高于 30 分被认为是 CAD+,低于 6 分被认为是 CAD-。为了测试性别和 DM 如何改变细胞比例和基因表达,我们比较了男性和女性以及糖尿病和非糖尿病患者的匹配组。我们分析了 41782 个单独的 CD4+T 细胞转录本,以了解 16 名女性和 45 名男性中 CD4+T 细胞在有无 CAD 和有无 DM 之间的性别差异。我们在 CD4+T 细胞中鉴定了 16 个簇。在 CAD+中,尤其是在 DM+参与者中,CD4+效应记忆簇 8(CD4T8,CCR2+Em)的细胞比例明显降低。同一簇,CD4T8,在女性参与者中以及另外两个 CD4+T 细胞簇中也明显减少。在 CD4+T 细胞中,31 个基因在 CAD 和 DM 中均表现出明显且协调的上调。DM 基因特征部分添加到 CAD 基因特征中。我们得出结论:(1)CAD 和 DM 在 PBMC 转录本中清晰反映;(2)女性和男性之间存在显著差异,(3)DM 和非 DM 之间存在显著差异。

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