Association of plasma branched-chain amino acids with overweight: A Mendelian randomization analysis

Obesity (Silver Spring). 2021 Oct;29(10):1708-1718. doi: 10.1002/oby.23240. Epub 2021 Sep 7.

Abstract

Objective: A Mendelian randomization (MR) framework was applied to disentangle the causal effect of branched-chain amino acids (BCAAs) and overweight/obesity in Chinese adolescents.

Methods: Circulating BCAA levels were measured by liquid chromatography coupled with mass spectrometry. A total of 7 BCAAs and 12 BMI-associated common variants identified from released genome-wide association study results were genotyped. Furthermore, a bidirectional MR approach was undertaken to disentangle the causal effect of BCAAs and overweight/obesity, using two-stage regression.

Results: Using the inverse variance-weighted strategy and the weighted genetic scoring instruments, the estimated odds ratio per 1-arbitrary-unit increase in the total BCAA level on overweight and obesity odds after adjusting for age and sex was 2.40 (95% CI: 1.38 to 3.42, p < 0.001) and 2.55 (95% CI: 1.35 to 4.82, p = 0.004), respectively. Furthermore, additional MR tests were undertaken using a reversed model, testing the causal effect of increasing BMI variants on total BCAA level. By contrast, no evidence that increased BMI was causally associated with the total BCAA level (estimated β associated with 1-kg/m2 increase in BMI = 0.05, 95% CI: -0.17 to 0.28, p = 0.642) was observed.

Conclusions: In summary, BCAAs may be causally associated with overweight/obesity or, rather, a congenital dysmetabolism of BCAAs could be a cause of overweight/obesity in adolescents.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adolescent
  • Amino Acids, Branched-Chain*
  • Body Mass Index
  • Genome-Wide Association Study
  • Humans
  • Mendelian Randomization Analysis*
  • Overweight / epidemiology
  • Overweight / genetics

Substances

  • Amino Acids, Branched-Chain