Single-cell RNA sequencing reveals sex differences in the subcellular composition and associated gene-regulatory network activity of human carotid plaques.

IF 9.4 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS
Nature cardiovascular research Pub Date : 2025-04-01 Epub Date: 2025-04-10 DOI:10.1038/s44161-025-00628-y
Katyayani Sukhavasi, Giuseppe Mocci, Lijiang Ma, Chani J Hodonsky, Ernest Diez Benevante, Lars Muhl, Jianping Liu, Sonja Gustafsson, Byambajav Buyandelger, Simon Koplev, Urban Lendahl, Michael Vanlandewijck, Prosanta Singha, Tiit Örd, Mustafa Beter, Ilakya Selvarajan, Johanna P Laakkonen, Marika Väli, Hester M den Ruijter, Mete Civelek, Ke Hao, Arno Ruusalepp, Christer Betsholtz, Heli Järve, Jason C Kovacic, Clint L Miller, Casey Romanoski, Minna U Kaikkonen, Johan L M Björkegren
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引用次数: 0

Abstract

Carotid stenosis causes ischemic stroke in both sexes, but the clinical presentation and plaque characteristics differ. Here we run deep single-cell sequencing of 7,690 human carotid plaque cells from male and female patients. While we found no sex differences in major cell types, we identified a predominance of the osteogenic phenotype in smooth muscle cells, immunomodulating macrophages (MPs) and endothelial cells (ECs) undergoing endothelial-to-mesenchymal transition in females. In males, we found smooth muscle cells with the chondrocytic phenotype, MPs involved in tissue remodeling and ECs with angiogenic activity. Sex-biased subcellular clusters were integrated with tissue-specific gene-regulatory networks (GRNs) from the Stockholm-Tartu Atherosclerosis Reverse Network Engineering Task study. We identified GRN195 involved in angiogenesis and T cell-mediated cytotoxicity in male ECs, while in females, we found GRN33 and GRN122 related to TREM2-/TREM1+ MPs and endothelial-to-mesenchymal transition. The impact of GRN195 on EC proliferation in males was functionally validated, providing evidence for potential therapy targets for atherosclerosis that are sex specific.

单细胞RNA测序揭示了人类颈动脉斑块亚细胞组成和相关基因调控网络活性的性别差异。
颈动脉狭窄可引起缺血性脑卒中,但临床表现和斑块特征不同。在这里,我们对来自男性和女性患者的7690个人颈动脉斑块细胞进行了深度单细胞测序。虽然我们没有发现主要细胞类型的性别差异,但我们发现在平滑肌细胞、免疫调节巨噬细胞(MPs)和内皮细胞(ECs)中,成骨表型在女性中处于优势地位,这些细胞正在经历内皮到间充质的转变。在男性中,我们发现平滑肌细胞具有软骨细胞表型,MPs参与组织重塑,ECs具有血管生成活性。性别偏倚的亚细胞簇与来自斯德哥尔摩-塔尔图动脉粥样硬化反向网络工程任务研究的组织特异性基因调控网络(grn)相结合。在男性ECs中,我们发现GRN195参与血管生成和T细胞介导的细胞毒性,而在女性ECs中,我们发现GRN33和GRN122与TREM2-/TREM1+ MPs和内皮细胞向间质细胞转化有关。GRN195对男性EC增殖的影响在功能上得到了验证,为性别特异性动脉粥样硬化的潜在治疗靶点提供了证据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
5.70
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0.00%
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