Single-cell RNA sequencing reveals sex differences in the subcellular composition and associated gene-regulatory network activity of human carotid plaques
Sukhavasi, Katyayani; Mocci, Giuseppe; Ma, Lijiang; Hodonsky, Chani J; Diez Benevante, Ernest; Muhl, Lars; Liu, Jianping; Gustafsson, Sonja; Buyandelger, Byambajav; Koplev, Simon; Lendahl, Urban; Vanlandewijck, Michael; Singha, Prosanta; Örd, Tiit; Beter, Mustafa; Selvarajan, Ilakya; Laakkonen, Johanna P; Väli, Marika; den Ruijter, Hester M; Civelek, Mete; Hao, Ke; Ruusalepp, Arno; Betsholtz, Christer; Järve, Heli; Kovacic, Jason C; Miller, Clint L; Romanoski, Casey; Kaikkonen, Minna U; Björkegren, Johan L M
(2025) Nature Cardiovascular Research, volume 4, issue 4, pp. 412 - 432
(Article)
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
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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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Keywords: Humans, Male, Female, Gene Regulatory Networks, Single-Cell Analysis, Plaque, Atherosclerotic, Sex Factors, Carotid Stenosis/genetics, Endothelial Cells/metabolism, Macrophages/metabolism, Myocytes, Smooth Muscle/metabolism, RNA-Seq, Phenotype, Aged, Cell Proliferation, Middle Aged, Carotid Arteries/pathology, Neovascularization, Pathologic, Transcriptome, Journal Article, Comparative Study
ISSN: 2731-0590
Publisher: Nature Publishing Group
Note: © 2025. The Author(s).
(Peer reviewed)