Progress in genetics of type 2 diabetes and diabetic complications

N Shojima, T Yamauchi - Journal of Diabetes Investigation, 2023 - Wiley Online Library
Type 2 diabetes results from a complex interaction between genetic and environmental
factors. Precision medicine for type 2 diabetes using genetic data is expected to predict the …

Genomic innovation in early life cardiovascular disease prevention and treatment

C Li, Y Pan, R Zhang, Z Huang, D Li, Y Han… - Circulation …, 2023 - Am Heart Assoc
Cardiovascular disease (CVD) is a leading cause of morbidity and mortality globally.
Although CVD events do not typically manifest until older adulthood, CVD develops …

Fast and scalable ensemble learning method for versatile polygenic risk prediction

T Chen, H Zhang, R Mazumder, X Lin - Proceedings of the National …, 2024 - pnas.org
Polygenic risk scores (PRS) enhance population risk stratification and advance
personalized medicine, but existing methods face several limitations, encompassing issues …

Evaluating the Efficacy of Type 2 Diabetes Polygenic Risk Scores in an Independent European Population

M Brīvība, I Atava, R Pečulis, I Elbere, L Ansone… - International Journal of …, 2024 - mdpi.com
Numerous type 2 diabetes (T2D) polygenic risk scores (PGSs) have been developed to
predict individuals' predisposition to the disease. An independent assessment and …

Novel Genes Associated With Atrial Fibrillation and the Predictive Models for AF Incorporating Polygenic Risk Score and PheWAS-Derived Risk Factors

SY Chen, YC Chen, TY Liu, KC Chang… - Canadian Journal of …, 2024 - Elsevier
Background Atrial fibrillation (AF), the most common atrial arrhythmia, presents with varied
clinical manifestations. Despite the identification of genetic loci associated with AF …

Ensembled best subset selection using summary statistics for polygenic risk prediction

T Chen, H Zhang, R Mazumder, X Lin - bioRxiv, 2023 - biorxiv.org
Polygenic risk scores (PRS) enhance population risk stratification and advance
personalized medicine, yet existing methods face a tradeoff between predictive power and …

[HTML][HTML] Polygenic risk scores in atrial fibrillation: associations and clinical utility in disease prediction

JT Gibson, JHF Rudd - Heart Rhythm, 2024 - Elsevier
Atrial fibrillation (AF) is a common heart arrhythmia and a major cause of cardioembolic
stroke. Therefore, accurate prediction is desirable to allow high-risk individuals to be …

Transferability and accuracy of electronic health record-based predictors compared to polygenic scores

KE Detrois, T Hartonen, M Teder-Laving, B Jermy… - medRxiv, 2024 - medrxiv.org
Electronic health record (EHR)-based phenotype risk scores (PheRS) leverage individuals'
health trajectories to infer disease risk. Similarly, polygenic scores (PGS) use genetic …

Identification of Novel Genes Associated with Atrial Fibrillation and Development of Atrial Fibrillation Predictive Models by Incorporating Polygenic Risk Scores and …

SY Chen, YC Chen, TY Liu, KC Chang, SS Chang… - medRxiv, 2023 - medrxiv.org
BACKGROUND: Atrial fibrillation (AF) is the most common atrial arrhythmia and is
subcategorized into numerous clinical phenotypes. Previous studies demonstrated that early …

[HTML][HTML] Differential prediction performance between Caribbean-and Mainland-subgroups using state-of-the-art polygenic risk scores for coronary heart disease …

CG Hutten, FJ Boehm, JA Smith, BW Spitzer… - medRxiv, 2024 - pmc.ncbi.nlm.nih.gov
Background: Coronary heart disease (CHD) is a leading cause of death for Hispanic/Latino
populations in the United States. We evaluated polygenic risk scores (PRS) with incident …