TY - JOUR
T1 - Female-Biased VSMC GRNs Predict MYH9 as Regulator of Fibrous Plaque Phenotype
AU - Perry, R Noah
AU - Lenert, Graham
AU - Benavente, Ernest Diez
AU - Bölük, Aydin
AU - Hernandez, Rebecca
AU - Ma, Lijiang
AU - Barbera, Nicolas
AU - Watts, Kelsey
AU - Mendoza, Victor
AU - Örd, Tiit
AU - Taipale, Mari
AU - Sachs, Nadja
AU - Pauli, Jessica
AU - Mokry, Michal
AU - de Kleijn, Dominique P V
AU - de Winther, Menno P J
AU - Mayr, Manuel
AU - Maegdefessel, Lars
AU - Reue, Karen
AU - Kaikkonen, Minna U
AU - Björkegren, Johan L M
AU - den Ruijter, Hester M
AU - Civelek, Mete
N1 - Publisher Copyright:
© 2026 American Heart Association, Inc.
PY - 2026
Y1 - 2026
N2 - 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.
AB - 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.
UR - https://www.scopus.com/pages/publications/105037397856
U2 - 10.1161/CIRCRESAHA.125.326941
DO - 10.1161/CIRCRESAHA.125.326941
M3 - Article
C2 - 41983287
SN - 0009-7330
VL - 138
JO - Circulation research
JF - Circulation research
IS - 10
M1 - e326941
ER -