Biological mechanisms underlying the cardiovascular effects of branch-chain amino acids: a proteome-wide mendelian randomisation study
J Zhao, J M Zhang, R M van DamAbstract
Background
Ischemic heart disease (IHD) is the leading cause of morbidity and mortality. Branched-chain amino acids (BCAAs) are associated with higher IHD risk, but the underlying biological pathways remain unclear. This study aims to explore these pathways using two-step proteome-wide Mendelian randomization.
Methods
We examined the associations between genetic proxies for BCAAs and 2,923 proteins in the UK Biobank Pharma Proteomics Project (UKB-PPP), supplemented by a meta-analysis with data from deCODE to identify proteins influenced by BCAAs. Then we tested their effects on IHD risk using CARDIoGRAMplusC4D (122,733 cases, 424,528 controls) and replicated in FinnGen (31,640 cases, 187,152 controls). We conducted sensitivity analyses using genetic instruments from deCODE. Proteins that either increased or decreased IHD risk and were simultaneously upregulated or downregulated by BCAAs were potential mediators.
Results
Genetic proxies for BCAAs were associated with 40 proteins. Among these, six proteins showed consistent evidence of mediation, including complement component 1s (C1S), coagulation factor II (F2), granulin (GRN), proprotein convertase subtilisin/kexin type 9 (PCSK9), sex hormone-binding globulin (SHBG) and V-set and transmembrane domain-containing Protein 2 Like (VSTM2L). These proteins are involved in inflammation, coagulation, lipid metabolism and cellular stress response. All associations were robust across different analytical methods and replicated in independent datasets. Mediation analysis showed that these proteins accounted for 6.5% to 32.1% of the effect of BCAAs on IHD risk.
Conclusions
This study identified proteins mediating the relationship between BCAAs and IHD risk, offering insights into underlying molecular pathways and potential targets for preventive interventions.