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

作者信息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
PMID40211055
期刊Nat Cardiovasc Res
发布时间2025-04
DOI10.1038/s44161-025-00628-y

摘要

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.

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