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Background: Genetic variation in is associated with altered lipid metabolism, as well as cardiovascular and neurodegenerative disease risk. However, prior studies are largely limited to European ancestry populations and differential risk by sex and ancestry has not been widely evaluated. We utilized a phenome-wide association study (PheWAS) approach to explore -associated phenotypes in the Research Program.
Methods: We determined alleles for 181,880 participants with whole genome sequencing and electronic health record (EHR) data, representing seven gnomAD ancestry groups. We tested association of variants, ordered based on Alzheimer's disease risk hierarchy (ε2/ε2<ε2/ε3<ε3/ε3<ε2/ε4<ε3/ε4<ε4/ε4), with 2,318 EHR-derived phenotypes. Bonferroni-adjusted analyses were performed overall, by ancestry, by sex, and with adjustment for social determinants of health (SDOH).
Findings: In the overall cohort, PheWAS identified 17 significant associations, including an increased odds of hyperlipidemia (OR 1.15 [1.14-1.16] per genotype group; =1.8×10), dementia, and Alzheimer's disease (OR 1.55 [1.40-1.70]; =5×10), and a reduced odds of fatty liver disease (OR 0.93 [0.90-0.95]; =1.6×10) and chronic liver disease. ORs were similar after SDOH adjustment and by sex, except for an increased number of cardiovascular associations in males, and decreased odds of noninflammatory disorders of vulva and perineum in females (OR 0.89 [0.84-0.94]; =1.1×10). Significant heterogeneity was observed for hyperlipidemia and mild cognitive impairment across ancestry. Unique associations by ancestry included transient retinal arterial occlusion in the European ancestry group, and first-degree atrioventricular block in the American Admixed/Latino ancestry group.
Interpretation: We replicate extensive phenotypic associations with alleles in a large, diverse cohort, despite limitations in accuracy for EHR-derived phenotypes. We provide a comprehensive catalog of -associated phenotypes and present evidence of unique phenotypic associations by sex and ancestry, as well as heterogeneity in effect size across ancestry.
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http://dx.doi.org/10.1101/2024.09.04.24313010 | DOI Listing |
Brain Behav
September 2025
Department of Thoracic Surgery II, Department of Lung Transplantation, Organ Transplantation Center, the First Hospital of Jilin University, Changchun, China.
Background: Ischemic stroke (IS) treatment remains a significant challenge. This study aimed to identify potential druggable genes for IS using a systematic druggable genome-wide Mendelian Randomization (MR) analysis.
Methods: Two-sample MR analysis was conducted to identify the causal association between potential druggable genes and IS.
Diabetes Obes Metab
September 2025
Phase I Clinical Trial Research Ward, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi Province, People's Republic of China.
Background: Metabolic dysfunction-associated steatotic liver disease (MASLD) is an emerging global health concern, and its presence increases the risk of multi-system diseases. This study aimed to investigate the multimorbidity trajectories of chronic diseases in people living with MASLD.
Methods: We identified 137 859 MASLD patients in UK Biobank and used 'propensity score matching' to match an equal number of non-MASLD controls.
Biology (Basel)
August 2025
Department of Immunology, Medical School, Nantong University, Nantong 226019, China.
We aimed to explore the mechanism by which extracellular-5'-nucleotidase (NT5E) regulates macrophage polarization via regenerating islet-derived protein 3 beta (Reg3β) and other plasma proteins that mediate immune-cell effects on myocarditis. Methods: The involvement of NT5E in Reg3β-induced macrophage polarization was first analyzed using RNA sequencing, Western blotting, and quantitative polymerase chain reaction. Mendelian randomization was employed to identify NT5E and various plasma proteins as potential therapeutic targets for myocarditis.
View Article and Find Full Text PDFZhonghua Kou Qiang Yi Xue Za Zhi
September 2025
Department of Orthodontics, The Affiliated Stomatological Hospital of Nanjing Medical University & State Key Laboratory Cultivation Base of Research, Prevention and Treatment for Oral Diseases (Nanjing Medical University) & Jiangsu Province Engineering Research Center of Stomatological Translational
To systematically investigate the causal effects of exposure factors on nonsyndromic cleft lip with or without cleft palate (NSCL/P) using a phenome-wide Mendelian randomization (MR-PheWAS) framework and identify pleiotropic loci. This study integrated genome-wide association study (GWAS) data for NSCL/P, including 1 069 cases and 1 724 controls, and systematically evaluated causal associations between exposures and NSCL/P using the MR-PheWAS framework. GWAS summary data for 2 106 Asian population-exposure phenotypes were obtained from the IEU OpenGWAS database.
View Article and Find Full Text PDFJ Gene Med
September 2025
Genetic Center, Department of Medical Research, China Medical University Hospital, Taichung, Taiwan.
Background: Elevated serum levels of alanine aminotransferase (ALT) and aspartate aminotransferase (AST) are biomarkers of liver dysfunction and predictors of cirrhosis and liver cancer. While European-ancestry GWAS have identified hundreds of loci influencing these enzymes and driven drug discovery and personalized interventions, comparable genetic studies in Han Taiwanese and other East Asian populations remain lacking.
Methods: We performed GWAS of ALT (n = 137,312) and AST (n = 111,527) in Han Taiwanese to characterize liver enzyme genetics.