Single-Cell Spatial Transcriptomics Reveals Sex-Specific Differences Driving Carotid Atherosclerotic Plaque Instability

BACKGROUND: Ischemic stroke remains a leading contributor to cardiovascular disease, and unstable atherosclerotic plaques in the carotid arteries are an important contributor to its pathogenesis. Notably, sex differences exist in plaque composition and morphology; whereas males are more likely to develop unstable plaques, females present with worse outcomes poststroke. As such, this study aims to elucidate sex-specific cellular and molecular mechanisms driving carotid plaque instability. METHODS: We performed single-cell RNA sequencing on carotid endarterectomy specimens from male and female patients with stable or unstable plaques, profiling over 64 000 cells. To spatially contextualize these findings, we integrated single-cell RNA sequencing data with CosMx high-plex spatial transcriptomics using the human discovery 6k RNA panel to map gene expression and cell type localization within key histological regions defining instability. RESULTS: Single-cell RNA sequencing revealed that vascular smooth muscle cells (VSMCs), T lymphocytes, and macrophages comprised ≈88% of plaque-resident cells, with distinct sex-specific differences in relation to instability. In males, unstable plaques showed depletion of contractile VSMCs, and abundance of inflammatory synthetic and macrophage-like VSMCs, alongside increased inflammatory macrophages and activated naive T lymphocytes. In contrast, female unstable plaques retained relatively more contractile VSMCs but exhibited greater expansion of cytotoxic T lymphocytes and foam-cell macrophages. Sex-specific cell-cell interaction analysis demonstrated increased VSMC-to-stromal interactions and elevated macrophage-macrophage signaling in male and female unstable plaques, respectively. Through spatial transcriptomics, inflammatory synthetic VSMCs identified by single-cell RNA sequencing dominated the lipid core in both male and female unstable plaques. However, only in males did these cells also replace the fibrotic cap, forming immune-rich niches among themselves and with macrophage-like VSMCs. CONCLUSIONS: Overall, these findings uncover distinct cellular and spatial mechanisms driving plaque destabilization in males and females, highlighting the need for sex-specific approaches to the diagnosis and treatment of carotid atherosclerosis.

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Journal
Arteriosclerosis Thrombosis and Vascular Biology
Published
2026-05-21
DOI
https://doi.org/10.1161/atvbaha.125.323505
Primary Topic
Single-cell and spatial transcriptomics
Type
article
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article

Single-Cell Spatial Transcriptomics Reveals Sex-Specific Differences Driving Carotid Atherosclerotic Plaque Instability

Jae Hyun Byun, Ioanna Gianopoulos, Jiannis Ragoussis, Ashot S. Harutyunyan et al.
Arteriosclerosis Thrombosis and Vascular Biology
Single-cell and spatial transcriptomics
article

Single-Cell Spatial Transcriptomics Reveals Sex-Specific Differences Driving Carotid Atherosclerotic Plaque Instability

Jae Hyun Byun, Ioanna Gianopoulos, Jiannis Ragoussis, Ashot S. Harutyunyan, Karina Gasbarrino, Helena Papacostas Quintanilla, Spyros Oikonomopoulos, Huaien Zheng, S Daskalopoulou, John P. Veinot
article en

Abstract

BACKGROUND: Ischemic stroke remains a leading contributor to cardiovascular disease, and unstable atherosclerotic plaques in the carotid arteries are an important contributor to its pathogenesis. Notably, sex differences exist in plaque composition and morphology; whereas males are more likely to develop unstable plaques, females present with worse outcomes poststroke. As such, this study aims to elucidate sex-specific cellular and molecular mechanisms driving carotid plaque instability. METHODS: We performed single-cell RNA sequencing on carotid endarterectomy specimens from male and female patients with stable or unstable plaques, profiling over 64 000 cells. To spatially contextualize these findings, we integrated single-cell RNA sequencing data with CosMx high-plex spatial transcriptomics using the human discovery 6k RNA panel to map gene expression and cell type localization within key histological regions defining instability. RESULTS: Single-cell RNA sequencing revealed that vascular smooth muscle cells (VSMCs), T lymphocytes, and macrophages comprised ≈88% of plaque-resident cells, with distinct sex-specific differences in relation to instability. In males, unstable plaques showed depletion of contractile VSMCs, and abundance of inflammatory synthetic and macrophage-like VSMCs, alongside increased inflammatory macrophages and activated naive T lymphocytes. In contrast, female unstable plaques retained relatively more contractile VSMCs but exhibited greater expansion of cytotoxic T lymphocytes and foam-cell macrophages. Sex-specific cell-cell interaction analysis demonstrated increased VSMC-to-stromal interactions and elevated macrophage-macrophage signaling in male and female unstable plaques, respectively. Through spatial transcriptomics, inflammatory synthetic VSMCs identified by single-cell RNA sequencing dominated the lipid core in both male and female unstable plaques. However, only in males did these cells also replace the fibrotic cap, forming immune-rich niches among themselves and with macrophage-like VSMCs. CONCLUSIONS: Overall, these findings uncover distinct cellular and spatial mechanisms driving plaque destabilization in males and females, highlighting the need for sex-specific approaches to the diagnosis and treatment of carotid atherosclerosis.

Arteriosclerosis Thrombosis and Vascular Biology
University of Ottawa (CA), McGill University Health Centre (CA), McGill Genome Centre (CA), McGill University (CA)
Good health and well-being
Openalex Percentile: Top 9%
Single-cell and spatial transcriptomics
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