Phenome-Wide Association of APOE Alleles in the All of Us Research Program
Khajouei, E.; Ghisays, V.; Piras, I. S.; Martinez, K. L.; Naymik, M.; Ngo, P.; Tran, T. C.; Denny, J. C.; Wheeler, T. J.; Huentelman, M. J.; Reiman, E. M.; Karnes, J. H.
Show abstract
BackgroundGenetic variation in APOE 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 APOE- associated phenotypes in the All of Us Research Program. MethodsWe determined APOE alleles for 181,880 All of Us participants with whole genome sequencing and electronic health record (EHR) data, representing seven gnomAD ancestry groups. We tested association of APOE variants, ordered based on Alzheimers disease risk hierarchy ({varepsilon}2/{varepsilon}2<{varepsilon}2/{varepsilon}3<{varepsilon}3/{varepsilon}3<{varepsilon}2/{varepsilon}4<{varepsilon}3/{varepsilon}4<{varepsilon}4/{varepsilon}4), 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). FindingsIn the overall cohort, PheWAS identified 17 significant associations, including an increased odds of hyperlipidemia (OR 1.15 [1.14-1.16] per APOE genotype group; P=1.8x10-129), dementia, and Alzheimers disease (OR 1.55 [1.40-1.70]; P=5x10-19), and a reduced odds of fatty liver disease (OR 0.93 [0.90-0.95]; P=1.6x10-9) 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]; P=1.1x10-5). 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. InterpretationWe replicate extensive phenotypic associations with APOE alleles in a large, diverse cohort, despite limitations in accuracy for EHR-derived phenotypes. We provide a comprehensive catalog of APOE-associated phenotypes and present evidence of unique phenotypic associations by sex and ancestry, as well as heterogeneity in effect size across ancestry. FundingFunding is listed in the acknowledgements.
Matching journals
The top 8 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- The genetic architecture of Alzheimer disease risk in the Ohio and Indiana Amish 95%
- An LDLR missense variant poses high risk of familial hypercholesterolemia in 30% of Greenlanders and offers potential for early cardiovascular disease intervention 94%
- A year of COVID-19 GWAS results from the GRASP portal reveals potential SARS-CoV-2 modifiers 94%
Similar papers in this journal
- Non-Coding and Loss-of-Function Coding Variants in TET2 are Associated with Multiple Neurodegenerative Diseases 95%
- Systematic comparison of family history and polygenic risk across 24 common diseases 94%
- Characterization of exome variants and their metabolic impact in 6,716 American Indians from Southwest US 94%
Similar papers in this journal
- Genetic correlates of vitamin D-binding protein and 25 hydroxyvitamin D in neonatal dried blood spots 95%
- The impact of non-additive genetic associations on age-related complex diseases. 94%
- Human-lineage-specific genomic elements: relevance to neurodegenerative disease and APOE transcript usage 94%
Similar papers in this journal
- Polygenic Susceptibility to Diabetes and Poor Glycemic Control in Stroke Survivors 92%
- Socioeconomic Status, Biological Aging, and Memory in a Diverse National Sample of Older US Men and Women 90%
- Interplay between Chronic Kidney disease, Hypertension, and Stroke: Insights from a Multivariable Mendelian Randomization Analysis 90%