Johnson Omar Darrel, Paul Sayan, Gutiérrez José Angel, Russell William Kent, Ward Michelle Claire
Biochemistry, Cellular and Molecular Biology Graduate Program, University of Texas Medical Branch, Galveston, TX 77555, USA.
MD-PhD Combined Degree Program, University of Texas Medical Branch, Galveston, TX 77555, USA.
iScience. 2025 Apr 18;28(5):112474. doi: 10.1016/j.isci.2025.112474. eCollection 2025 May 16.
Cardiovascular disease (CVD) is associated with genetic variants and environmental factors. A consequence of multiple risk factors is DNA damage. To examine how DNA damage influences the cardiomyocyte proteome and its relationship to CVD risk, we treated human induced pluripotent stem cell (iPSC)-derived cardiomyocytes with the DNA-damaging agent doxorubicin (DOX). A network constructed from 4,178 proteins reveals 12 co-expressed modules with 403 hub proteins. Five modules correlate with DOX and associate with RNA processing, chromatin regulation, and metabolism. DOX-correlated hub proteins are depleted for proteins that vary in expression across individuals due to genetic variation but are enriched for proteins encoded by loss-of-function intolerant genes. While not enriched for known CVD risk proteins, DOX-correlated hub proteins are enriched for the physical protein interactors of CVD risk proteins. These data demonstrate that protein connectivity in DNA-damage-associated modules influences the tolerance to genetic variation and supports the use of dynamic networks to explore complex traits.
心血管疾病(CVD)与基因变异和环境因素有关。多种风险因素的一个后果是DNA损伤。为了研究DNA损伤如何影响心肌细胞蛋白质组及其与CVD风险的关系,我们用DNA损伤剂阿霉素(DOX)处理了人诱导多能干细胞(iPSC)衍生的心肌细胞。由4178种蛋白质构建的网络揭示了12个共表达模块和403个枢纽蛋白。五个模块与DOX相关,并与RNA加工、染色质调控和代谢相关。与DOX相关的枢纽蛋白中,因基因变异而在个体间表达不同的蛋白质减少,但功能缺失不耐受基因编码的蛋白质增多。虽然与已知的CVD风险蛋白不富集,但与DOX相关的枢纽蛋白中CVD风险蛋白的物理蛋白质相互作用子增多。这些数据表明,DNA损伤相关模块中的蛋白质连通性影响对基因变异的耐受性,并支持使用动态网络来探索复杂性状。