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Aortic stiffness is a strong predictor of cardiovascular events, yet its genetic basis remains poorly understood. Data presented at the European Society of Cardiology 2025 leveraged deep learning and large-scale genome-wide association studies to elucidate the genetic architecture of aortic stiffness. 

Cardiac magnetic resonance images from 45,789 UK Biobank participants of European ancestry were analyzed using a pre-trained neural network to quantify ascending aorta diameter. A pressure-independent stiffness measure (β0) was derived and subjected to Genome-Wide Association Study (GWAS). Seventeen independent loci were identified, with putative effector genes including ELN, LTBP4, HAS2, ULK4, ARHGAP24, SVIL, ARHGAP22, CDH13, and SMG6. Pathway enrichment analyses implicated elastin fiber formation, extracellular matrix assembly, and regulation of cellular component organization. 

These findings highlight biological mechanisms underlying aortic stiffness and provide a foundation for mechanistic studies and potential precision therapies targeting cardiovascular disease risk.

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Key highlights
  • 17 independent genetic loci are associated with aortic stiffness, as determined using a pressure-independent measure derived from cardiac magnetic resonance imaging.
  • Effector genes at 16 loci highlight biological pathways related to elastin fiber formation, extracellular matrix assembly, and cellular component organization.
  • Integration of deep learning imaging with genome-wide association studies offers a scalable framework to identify genetic mechanisms underlying cardiovascular disease.
Source

Paliwal N, Henry A, Finan C, et al. Identification of genetic loci associated with aortic stiffness using deep learning and genome-wide association analysis on 45,789 UK Biobank participants. Presented at: ESC Congress 2025; August 29-September 1, 2025; London, United Kingdom. https://esc365.escardio.org/presentation/306536 

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Genetic Determinants of Aortic Stiffness Revealed by Deep Learning and GWAS
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Novel imaging-genetics approach uncovers pathways influencing cardiovascular risk
 

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