Spatially distinct genetic determinants of aortic dimensions influence risks of aneurysm and stenosis

M Nekoui, JP Pirruccello, P Di Achille, SH Choi… - Journal of the American …, 2022 - jacc.org
Background The left ventricular outflow tract (LVOT) and ascending aorta are spatially
complex, with distinct pathologies and embryologic origins. Prior work examined the …

Unsupervised ensemble-based phenotyping enhances discoverability of genes related to left-ventricular morphology

R Bonazzola, E Ferrante, N Ravikumar, Y Xia… - Nature Machine …, 2024 - nature.com
Recent genome-wide association studies have successfully identified associations between
genetic variants and simple cardiac morphological parameters derived from cardiac …

Convergence of coronary artery disease genes onto endothelial cell programs

GR Schnitzler, H Kang, S Fang, RS Angom… - Nature, 2024 - nature.com
Linking variants from genome-wide association studies (GWAS) to underlying mechanisms
of disease remains a challenge,–. For some diseases, a successful strategy has been to …

Insights into the Inherited Basis of Valvular Heart Disease

M Yu, N Bouatia-Naji - Current Cardiology Reports, 2024 - Springer
Abstract Purpose of Review Increases in the availability of genetic data and advances in the
tools and methods for their analyses have enabled well-powered genetic association …

Deep learning-enabled analysis of medical images identifies cardiac sphericity as an early marker of cardiomyopathy and related outcomes

M Vukadinovic, AC Kwan, V Yuan, M Salerno, DC Lee… - Med, 2023 - cell.com
Background Quantification of chamber size and systolic function is a fundamental
component of cardiac imaging. However, the human heart is a complex structure with …

Molecular convergence of risk variants for congenital heart defects leveraging a regulatory map of the human fetal heart

XR Ma, SD Conley, M Kosicki, D Bredikhin, R Cui… - medRxiv, 2024 - medrxiv.org
Congenital heart defects (CHD) arise in part due to inherited genetic variants that alter
genes and noncoding regulatory elements in the human genome. These variants are …

Genetic determinants of the interventricular septum are linked to ventricular septal defects and hypertrophic cardiomyopathy

M Yu, AR Harper, M Aguirre, M Pittman… - Circulation: Genomic …, 2023 - Am Heart Assoc
Background: A large proportion of genetic risk remains unexplained for structural heart
disease involving the interventricular septum (IVS) including hypertrophic cardiomyopathy …

Oligogenic Architecture of Rare Noncoding Variants Distinguishes 4 Congenital Heart Disease Phenotypes

M Yu, M Aguirre, M Jia, K Gjoni… - Circulation: Genomic …, 2023 - Am Heart Assoc
Background: Congenital heart disease (CHD) is highly heritable, but the power to identify
inherited risk has been limited to analyses of common variants in small cohorts. Methods …

Low-Salt Diet Regulates the Metabolic and Signal Transduction Genomic Fabrics, and Remodels the Cardiac Normal and Chronic Pathological Pathways

DA Iacobas, H Allen, S Iacobas - Current Issues in Molecular Biology, 2024 - mdpi.com
Low-salt diet (LSD) is a constant recommendation to hypertensive patients, but the genomic
mechanisms through which it improves cardiac pathophysiology are still not fully …

Unsupervised ensemble-based phenotyping helps enhance the discoverability of genes related to heart morphology

R Bonazzola, E Ferrante, N Ravikumar, Y Xia… - arXiv preprint arXiv …, 2023 - arxiv.org
Recent genome-wide association studies (GWAS) have been successful in identifying
associations between genetic variants and simple cardiac parameters derived from cardiac …