TY - JOUR
T1 - DNA-damage-associated protein co-expression network in cardiomyocytes informs on tolerance to genetic variation and disease
AU - Johnson, Omar Darrel
AU - Paul, Sayan
AU - Gutiérrez, José Angel
AU - Russell, William Kent
AU - Ward, Michelle Claire
N1 - Publisher Copyright:
© 2025 The Author(s)
PY - 2025/5/16
Y1 - 2025/5/16
N2 - 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.
AB - 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.
KW - Integrative aspects of cell biology
KW - Molecular network
KW - Proteomics
UR - http://www.scopus.com/inward/record.url?scp=105004394220&partnerID=8YFLogxK
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U2 - 10.1016/j.isci.2025.112474
DO - 10.1016/j.isci.2025.112474
M3 - Article
C2 - 40469117
AN - SCOPUS:105004394220
SN - 2589-0042
VL - 28
JO - iScience
JF - iScience
IS - 5
M1 - 112474
ER -