AtherosclerosisGenomicsPeer-reviewed journal article
Sex-dependent gene regulation of human atherosclerotic plaques by DNA methylation and transcriptome integration points to smooth muscle cell involvement in women.
Robin J. G. HartmaniD, Marten Antoon SiemelinkiD, Saskia HaitjemaiD, Koen F. DekkersiD, Lotte SlendersiD, Arjan BoltjesiD, Michal MokrýiD, Nathalie TimmermaniD, Gert Jan de BorstiD, Bas T. Heijmans, Folkert Wouter AsselbergsiD, Gerard PasterkampiD, Sander W. van der LaaniD, Hester M. den RuijteriD
- Citations
- 10
- FWCI
- 0.56
- Field percentile
- top 41%
Abstract
Sex differences are evident in the clinical presentation and underlying histology of atherosclerotic disease with women developing more stable atherosclerotic lesions than men. It is unknown whether this is explained by sex differences in gene regulation in cellular compartments of atherosclerotic plaques. To study sex differences in gene regulation we performed genome-wide DNA methylation and transcriptomics analysis on plaques of 485 carotid endarterectomy patients (31% female). Sex-differential DNA methylation at 4,848 sites in the autosome was enriched for cell-fate commitment and developmental processes, and its deconvolution predicted more smooth muscle cells in females, as compared to more immune cells in males. RNA-sequencing of the same plaques corroborated the sex differences in DNA methylation predicted cell-types, in which genes that were higher expressed in females were enriched for TGF-beta signaling and extracellular matrix biology. In addition, female-biased genes were enriched for targeting by regulatory loci based on sex differential methylation. Lastly, by using single-cell RNA sequencing we showed that these female-biased genes are mostly expressed in smooth muscle cells, and higher expressed in smooth muscle cells from female (predominantly stable) plaques as compared to male (relatively unstable) plaques. Our approach identified female-biased genes in smooth muscle cells in fibrous atherosclerotic plaques. This points towards new mechanisms in smooth muscle cell biology of stable atherosclerotic plaques and offers new directions for research to develop new sex-specific therapeutics for atherosclerotic disease.
- organism: human
- assay: DNA methylation
- assay: bulk RNA-seq
- assay: scRNA-seq
- research focus: differential expression
- research focus: cell type annotation
- approach: statistical model
- approach: experimental assay
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