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

Publication date

2025-04

Authors

Sukhavasi, Katyayani
Mocci, Giuseppe
Ma, Lijiang
Hodonsky, Chani J
Diez Benevante, Ernest
Muhl, Lars
Liu, Jianping
Gustafsson, Sonja
Buyandelger, Byambajav
Koplev, Simon

Editors

Advisors

Supervisors

Document Type

Article

Collections

Open Access logo

License

cc_by

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.

Keywords

Aged, Carotid Arteries/pathology, Carotid Stenosis/genetics, Cell Proliferation, Endothelial Cells/metabolism, Female, Gene Regulatory Networks, Humans, Macrophages/metabolism, Male, Middle Aged, Myocytes, Smooth Muscle/metabolism, Neovascularization, Pathologic, Phenotype, Plaque, Atherosclerotic, RNA-Seq, Sex Factors, Single-Cell Analysis, Transcriptome, Journal Article, Comparative Study

Citation

Sukhavasi, K, Mocci, G, Ma, L, Hodonsky, C J, Diez Benevante, E, Muhl, L, Liu, J, Gustafsson, S, Buyandelger, B, Koplev, S, Lendahl, U, Vanlandewijck, M, Singha, P, Örd, T, Beter, M, Selvarajan, I, Laakkonen, J P, Väli, M, den Ruijter, H M, Civelek, M, Hao, K, Ruusalepp, A, Betsholtz, C, Järve, H, Kovacic, J C, Miller, C L, Romanoski, C, Kaikkonen, M U & Björkegren, J L M 2025, 'Single-cell RNA sequencing reveals sex differences in the subcellular composition and associated gene-regulatory network activity of human carotid plaques', Nature Cardiovascular Research, vol. 4, no. 4, 874239, pp. 412-432. https://doi.org/10.1038/s44161-025-00628-y