Comprehensive genetic study of the insulin resistance marker TG:HDL-C in the UK Biobank.
Antonino OliveriRyan J RebernickAnnapurna KuppaAsmita PantYanhua ChenXiaomeng DuKelly C CushingHannah N BellChinmay RautPonnandy PrabhuVincent L ChenBrian D HalliganElizabeth K SpeliotesPublished in: Nature genetics (2024)
Insulin resistance (IR) is a well-established risk factor for metabolic disease. The ratio of triglycerides to high-density lipoprotein cholesterol (TG:HDL-C) is a surrogate marker of IR. We conducted a genome-wide association study of the TG:HDL-C ratio in 402,398 Europeans within the UK Biobank. We identified 369 independent SNPs, of which 114 had a false discovery rate-adjusted P value < 0.05 in other genome-wide studies of IR making them high-confidence IR-associated loci. Seventy-two of these 114 loci have not been previously associated with IR. These 114 loci cluster into five groups upon phenome-wide analysis and are enriched for candidate genes important in insulin signaling, adipocyte physiology and protein metabolism. We created a polygenic-risk score from the high-confidence IR-associated loci using 51,550 European individuals in the Michigan Genomics Initiative. We identified associations with diabetes, hyperglyceridemia, hypertension, nonalcoholic fatty liver disease and ischemic heart disease. Collectively, this study provides insight into the genes, pathways, tissues and subtypes critical in IR.
Keyphrases
- genome wide
- genome wide association study
- insulin resistance
- dna methylation
- type diabetes
- adipose tissue
- copy number
- metabolic syndrome
- high fat diet
- genome wide association
- glycemic control
- polycystic ovary syndrome
- gene expression
- cardiovascular disease
- skeletal muscle
- cross sectional
- small molecule
- weight loss
- high fat diet induced
- protein protein
- binding protein
- transcription factor
- single cell
- fatty acid