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DOI 10.1161/circresaha.125.326941

Медицинская библиотека · Circulation research · 2026

Female-Biased VSMC GRNs Predict MYH9 as Regulator of Fibrous Plaque Phenotype.

Perry R Noah, Lenert Graham, Benavente Ernest Diez, Bölük Aydin, Hernandez Rebecca, Ma Lijiang, Barbera Nicolas, Watts Kelsey, Mendoza Victor D, Örd Tiit, Taipale Mari, Sachs Nadja, Pauli Jessica, Mokry Michal, de Kleijn Dominique P V, de Winther Menno P J, Mayr Manuel, Maegdefessel Lars, Reue Karen, Kaikkonen Minna U, Björkegren Johan L M, den Ruijter Hester M, Civelek Mete

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Аннотация

BACKGROUND

Atherosclerosis, an inflammatory driver of coronary artery disease, manifests as unstable atheromatous plaques and stable fibrous plaques. Although atheromatous plaques have been extensively studied, fibrous plaques, particularly in women aged <50 years, where erosion contributes significantly to coronary thrombosis, remain less understood. The molecular mechanisms underlying sex differences in plaque biology, including vascular smooth muscle cell contributions, are incompletely defined.

METHODS

Sex-specific gene regulatory networks (GRNs) were constructed from RNA-sequencing data of cultured human vascular smooth muscle cells isolated from 119 male and 32 female heart transplant donors. Network preservation analyses identified female-biased GRNs, which were evaluated in single-cell RNA-sequencing data sets from human carotid atherosclerotic plaques. Bayesian network modeling and proteomic analyses were used to identify and validate regulatory drivers.

RESULTS

Two female-biased vascular smooth muscle cell networks, GRNfloralwhite and GRNyellowgreen, were enriched for inflammatory and actin remodeling pathways, respectively. Single-cell RNA-sequencing confirmed sex-specific network activity in plaque vascular smooth muscle cells. Subcellular phenotyping identified a sex-specific gene expression program within GRNyellowgreen enriched for contractile and vascular development pathways. Bayesian network modeling identified MYH9 (myosin heavy chain 9) as a key driver gene. Elevated MYH9 abundance was associated with increased smooth muscle cell content and reduced lipid content in female carotid plaques compared with males, consistent with fibrous plaque features. Proteomic analyses confirmed MYH9 upregulation in female fibrous plaques and association with stable plaque characteristics.

CONCLUSIONS

These findings identify MYH9 as a regulator of female-biased fibrous plaque biology and highlight the importance of sex-specific network regulation in atherosclerosis.

Для цитирования: Perry R Noah, Lenert Graham, Benavente Ernest Diez, Bölük Aydin, Hernandez Rebecca, Ma Lijiang, Barbera Nicolas, Watts Kelsey, Mendoza Victor D, Örd Tiit, Taipale Mari, Sachs Nadja, Pauli Jessica, Mokry Michal, de Kleijn Dominique P V, de Winther Menno P J, Mayr Manuel, Maegdefessel Lars, Reue Karen, Kaikkonen Minna U, Björkegren Johan L M, den Ruijter Hester M, Civelek Mete. Female-Biased VSMC GRNs Predict MYH9 as Regulator of Fibrous Plaque Phenotype.. Circulation research. 2026. DOI: 10.1161/circresaha.125.326941.

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