Metabolome-wide association of carotid intima media thickness identifies FDX1 as a determinant of cholesterol metabolism and cardiovascular risk in Asian populations.
Sadhu, N.; Dalan, R.; Jain, P. R.; Lee, C. J. M.; Pakkiri, L. S.; Tay, K. Y.; Mina, T. H.; Low, D. Y.; Min, Y.; Ackers-Johnson, M.; Thi, T. T.; Kota, V. G.; Shi, Y.; Liu, Y.; Yu, H.; Tay, D.; Ng, H. K.; Wang, X.; Wong, K. E.; Lam, M.; Bertin, N.; Wong, E. H.; Best, J. D.; Sarangarajan, R.; Elliott, P.; Riboli, E.; Lee, J.; Lee, E. S.; Ngeow, J.; Tan, P.; Cheung, C.; Drum, C. L.; Foo, R. S.; Michelotti, G. A.; Yu, H.; Sheridan, P. A.; Loh, M.; Chambers, J. C.
Show abstract
The burden of cardiovascular disease (CVD) is rising in the Asia-Pacific region, in contrast to falling CVD mortality rates in Europe and North America. To provide new insights into the pathways influencing cardiovascular risk in Asian populations, we quantified 883 metabolites by untargeted mass spectroscopy in 8,124 Singaporean adults, and investigated their relationships to carotid intima media thickness (cIMT), a marker of atherosclerosis. We found that plasma concentrations of 3beta-hydroxy-5-cholestenoate (3BH5C), a cholesterol metabolite, associated inversely with cIMT (Beta[SE]=-0.013[0.002]). Genetic instruments support a causal relationship of 3BH5C metabolic pathways on cardiovascular risk, with a 5-6 fold higher effect size in Asians (ORGSMR[95% CI]=0.89[0.87-0.92], ORIVW[95% CI]=0.86[0.80-0.92]) compared to Europeans (ORIVW[95% CI] = 0.98[0.96-0.99]). Colocalization analyses indicate the presence of a shared causal variant between 3BH5C plasma levels and expression of ferredoxin-1 (FDX1), a protein essential for sterol and bile acid synthesis. We validated FDX1 as a key regulator of 3BH5C synthesis in hepatocytes, and macrophages, and cholesterol efflux in aortic smooth muscle cells, through knockout and overexpression models. In summary, this study makes an important contribution to our understanding of the metabolic basis for atherosclerosis in Asian populations, and identifies FDX1 as a potential therapeutic target for prevention of CVD.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Comprehensive genetic analysis of the human lipidome identifies novel loci controlling lipid homeostasis with links to coronary artery disease 97%
- Whole genome sequence analysis of blood lipid levels in >66,000 individuals 97%
- Metabolome-wide Mendelian randomization characterizes heterogeneous and shared causal effects of metabolites on human health 97%
Similar papers in this journal
- Rare variants in long non-coding RNAs are associated with blood lipid levels in the TOPMed Whole Genome Sequencing Study 97%
- Integration of genetic fine-mapping and multi-omics data reveals candidate effector genes for hypertension 96%
- Widespread recessive effects on common diseases in a cohort of 44,000 British Pakistanis and Bangladeshis with high autozygosity 95%
Similar papers in this journal
- Composite trait Mendelian Randomization reveals distinct metabolic and lifestyle consequences of differences in body shape 95%
- Revealing grand-paternal programming of lipid metabolism using a novel computational tool 95%
- Partial inhibition of mitochondrial complex I attenuates neurodegeneration and restores energy homeostasis and synaptic function in a symptomatic Alzheimers mouse model 95%
Similar papers in this journal
- Causal effects of maternal circulating amino acids on offspring birthweight: a Mendelian randomisation study 95%
- Multi-ancestry omic Mendelian randomization revealing putative drug targets of COVID-19 severity 94%
- Blood methylation pattern reflects epigenetic remodelling in adipose tissue after bariatric surgery 94%
Similar papers in this journal
- Identification and characterization of human GDF15 knockouts 96%
- Cold-induced expression of a truncated Adenylyl Cyclase 3 acts as rheostat to brown fat function. 95%
- Proteome-wide Mendelian randomization implicates nephronectin as an actionable mediator of the effect of obesity on COVID-19 severity 95%
"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.