» Articles » PMID: 36984843

Mendelian Randomization Analysis Provides Insights into the Pathogenesis of Serum Levels of Branched-Chain Amino Acids in Cardiovascular Disease

Overview
Journal Metabolites
Publisher MDPI
Date 2023 Mar 29
PMID 36984843
Authors
Affiliations
Soon will be listed here.
Abstract

Several observational studies have indicated an association between high serum levels of branched-chain amino acids (BCAAs) and an increased risk of cardiovascular disease (CVD). To assess whether theses associations reflect causality, we carried out two-sample Mendelian randomization (MR). Single-nucleotide polymorphisms (SNPs) associated with BCAA were evaluated in 10 studies, including 24,925 participants. The association between SNPs and coronary artery disease (CAD) were assessed using summary estimates from the CARDIoGRAMplusC4D consortium. Further MR analysis of BCAAs and seven CVD outcomes was performed. The BCAA-raising gene functions were also analyzed. MR analyses revealed a risk-increasing causal relationship between serum BCAA concentrations and CAD (odds ratio 1.08; 95% confidence interval (CI) 1.02-1.14), which was partly mediated by blood pressure and type 2 diabetes. BCAA also demonstrated a causal relationship with ischemic CVD events induced by plaque rupture and thrombosis (false discovery rate <0.05). Two BCAA-raising genes ( and ) were preferentially associated with myocardial infarction risk in the presence of atherosclerosis ( < 0.003). Functional analysis of the BCAA-raising genes suggested the causal involvement of two pathophysiological pathways, including glucose metabolism ( and ) related to plaque progression, and the newly discovered neuroendocrine disorders regulating blood pressure (, , and ) related to plaque rupture and thrombosis. This comprehensive MR analysis provided insights into the potential causal mechanisms linking BCAA with CVD risk and suggested targeting neuroendocrine disorders as a potential strategy for the prevention of CVD. These results warrant further studies to elucidate the mechanisms underlying these reported causal associations.

Citing Articles

The relationship between dietary branched-chain and aromatic amino acids with the regulation of leptin and FTO genes in adipose tissue of patients undergoing abdominal surgery.

Teymoori F, Farhadnejad H, Norouzzadeh M, Jahromi M, Saber N, Mokhtari E Amino Acids. 2025; 57(1):8.

PMID: 39798053 PMC: 11724777. DOI: 10.1007/s00726-024-03441-2.


The Biomarkers in Extreme Longevity: Insights Gained from Metabolomics and Proteomics.

Qiu X, Lu Y, Mu C, Tang P, Liu Y, Huang Y Int J Med Sci. 2024; 21(14):2725-2744.

PMID: 39512690 PMC: 11539388. DOI: 10.7150/ijms.98778.


Duality of Branched-Chain Amino Acids in Chronic Cardiovascular Disease: Potential Biomarkers versus Active Pathophysiological Promoters.

Tanase D, Valasciuc E, Costea C, Scripcariu D, Ouatu A, Hurjui L Nutrients. 2024; 16(12).

PMID: 38931325 PMC: 11206939. DOI: 10.3390/nu16121972.


Interplay Between Plasma Glycine and Branched-Chain Amino Acids Contributes to the Development of Hypertension and Coronary Heart Disease.

Dziedzic M, Jozefczuk E, Guzik T, Siedlinski M Hypertension. 2024; 81(6):1320-1331.

PMID: 38587181 PMC: 11095885. DOI: 10.1161/HYPERTENSIONAHA.123.22649.


Serum metabolite signatures of cardiac function and morphology in individuals from a population-based cohort.

Maushagen J, Addin N, Schuppert C, Ward-Caviness C, Nattenmuller J, Adamski J Biomark Res. 2024; 12(1):31.

PMID: 38444025 PMC: 10916302. DOI: 10.1186/s40364-024-00578-w.


References
1.
Burgess S, Thompson S . Interpreting findings from Mendelian randomization using the MR-Egger method. Eur J Epidemiol. 2017; 32(5):377-389. PMC: 5506233. DOI: 10.1007/s10654-017-0255-x. View

2.
Karwi Q, Lopaschuk G . Branched-Chain Amino Acid Metabolism in the Failing Heart. Cardiovasc Drugs Ther. 2022; 37(2):413-420. DOI: 10.1007/s10557-022-07320-4. View

3.
. Human genomics. The Genotype-Tissue Expression (GTEx) pilot analysis: multitissue gene regulation in humans. Science. 2015; 348(6235):648-60. PMC: 4547484. DOI: 10.1126/science.1262110. View

4.
Burgess S, Davies N, Thompson S . Instrumental variable analysis with a nonlinear exposure-outcome relationship. Epidemiology. 2014; 25(6):877-85. PMC: 4222800. DOI: 10.1097/EDE.0000000000000161. View

5.
Li T, Zhang Z, Kolwicz Jr S, Abell L, Roe N, Kim M . Defective Branched-Chain Amino Acid Catabolism Disrupts Glucose Metabolism and Sensitizes the Heart to Ischemia-Reperfusion Injury. Cell Metab. 2017; 25(2):374-385. PMC: 5301464. DOI: 10.1016/j.cmet.2016.11.005. View