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DNA damage-associated protein co-expression network in cardiomyocytes informs on tolerance to genetic variation and
Omar D Johnson1,2, Sayan Paul3, Jose A Gutierrez3
1Biochemistry, Cellular and Molecular Biology Graduate Program, University of Texas Medical Branch, Galveston, Texas, USA.
Abstract:
Cardiovascular disease (CVD) is associated with both genetic variants and environmental factors. One unifying consequence of the molecular risk factors in CVD is DNA damage, which must be repaired by DNA damage response proteins. However, the impact of DNA damage on global cardiomyocyte protein abundance, and its relationship to CVD risk remains unclear. We therefore treated induced pluripotent stem cell-derived cardiomyocytes with the DNA-damaging agent Doxorubicin (DOX) and a vehicle control, and identified 4,178 proteins that contribute to a network comprising 12 co-expressed modules and 403 hub proteins with high intramodular connectivity. Five modules correlate with DOX and represent distinct biological processes including 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 proteins associated with genetic risk for CVD, such as arrhythmia are enriched in specific DOX-correlated modules, DOX-correlated hub proteins are not enriched for known CVD risk proteins. Instead, they are enriched among proteins that physically interact with CVD risk proteins. Our data demonstrate that DNA damage in cardiomyocytes induces diverse effects on biological processes through protein co-expression modules that are relevant for CVD, and that the level of protein connectivity in DNA damage-associated modules influences the tolerance to genetic variation.
Insights
DNA damage in heart cells impacts protein networks, influencing cardiovascular disease (CVD) risk. This study reveals how DNA damage affects protein abundance and connectivity, offering new insights into CVD development.
Area of Science:
- Cardiology
- Molecular Biology
- Genetics
Background:
- Cardiovascular disease (CVD) involves genetic and environmental factors, with DNA damage being a key molecular consequence.
- The effect of DNA damage on cardiomyocyte protein levels and its link to CVD risk are not fully understood.
Purpose of the Study:
- To investigate the impact of DNA damage on global cardiomyocyte protein abundance.
- To explore the relationship between DNA damage-induced protein changes and CVD risk factors.
Main Methods:
- Induced pluripotent stem cell-derived cardiomyocytes were treated with Doxorubicin (DOX), a DNA-damaging agent.
- Proteomic analysis identified 4,178 proteins forming a network with 12 co-expressed modules and 403 hub proteins.
- Correlation analysis linked DOX treatment to specific modules and proteins.
Main Results:
- Five DOX-correlated modules were identified, representing processes like RNA processing, chromatin regulation, and metabolism.
- DOX-correlated hub proteins were enriched for loss-of-function intolerant genes and depleted for genetically variable proteins.
- While some CVD risk proteins (e.g., arrhythmia-related) were in DOX modules, hub proteins interacted with, rather than were, known CVD risk proteins.
Conclusions:
- DNA damage in cardiomyocytes induces broad biological effects via protein co-expression modules relevant to CVD.
- Protein connectivity within DNA damage-associated modules influences tolerance to genetic variation.
- Findings suggest DNA damage impacts CVD risk through protein interaction networks rather than direct enrichment of risk proteins.
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