Sex differences in LDL-C genetic architecture and statin efficacy in All of Us
Liquori, J. L.; Musharoff, S. A.
Show abstract
Low-density lipoprotein cholesterol (LDL-C) is a well-established and modifiable risk factor for cardiovascular diseases (CVDs), which has been the leading cause of mortality among women and men in the United States since 1921. Despite research demonstrating sexually dimorphic symptom presentation of CVD, women remain underdiagnosed and undertreated for CVDs relative to men. Using genotype and phenotype data from the All of Us (AoU) Research Program, we examined sex-specific differences in LDL-C measurements, including baseline levels, statin treatment efficacy, age-related patterns, genome-wide association study (GWAS) results, and heritability between women and men. We find that the median LDL-C measurements of women are consistently higher than those of men across all age strata and that this difference is most apparent after 40 years of age. In addition, women are treated with statins at a lower rate than their male counterparts, and statins appear to be less effective in women--particularly Black women, who exhibited the highest median LDL-C levels while prescribed statins. Based on GWAS, genetic variants associated with LDL-C measurements differ between women and men, as do their effect sizes. Finally, heritability differs between sex, age, racial identity, and statin treatment groups. These findings indicate that current clinical intervals of LDL-C and pharmaceutical-based LDL-C modification approaches may not be equally appropriate across subgroups, with significant variation by sex and self-identified race. This highlights the need for sex-specific and population-informed strategies in both the treatment of LDL-C and genetic studies.
Matching journals
The top 8 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Sex Modifies the Effect of Genetic Risk Scores for Polycystic Ovary Syndrome on Metabolic Phenotypes 94%
- Lipidomic QTL in Diversity Outbred mice identifies a novel function for α/β hydrolase domain 2 (Abhd2) as an enzyme that metabolizes phosphatidylcholine and cardiolipin 94%
- Causal relationships between obesity and the leading causes of death in women and men 93%
Similar papers in this journal
- Analysis of putative cis-regulatory elements regulating blood pressure variation 95%
- The impact of fatty acids biosynthesis on the risk of cardiovascular diseases in Europeans and East Asians: A Mendelian randomization study 95%
- Heritability and family-based GWAS analyses of the N-acyl ethanolamine and ceramide plasma lipidome 94%
Similar papers in this journal
- Genetically regulated gene expression underlies lipid traits in Hispanic cohorts 96%
- Actionable absolute risk prediction of atherosclerotic cardiovascular disease: a behavior-management approach based on data from 464,547 UK Biobank participants 94%
- Alcohol use and cardiometabolic risk in the UK Biobank: a Mendelian randomization study 94%
Similar papers in this journal
Similar papers in this journal
- A multi-omics study of circulating phospholipid markers of blood pressure 93%
- Multimodal AI/ML for discovering novel biomarkers and predicting disease using multi-omics profiles of patients with cardiovascular diseases 92%
- Increased atherosclerosis and expression of inflammarafts in macrophage foam cells in AIBP-deficient mice 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.