Causal effects of serum metabolites on amyotrophic lateral sclerosis: A Mendelian randomization study

Prog Neuropsychopharmacol Biol Psychiatry. 2020 Mar 8:97:109771. doi: 10.1016/j.pnpbp.2019.109771. Epub 2019 Oct 24.

Abstract

Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disorder that is affected by both genetic and environmental factors. Nowadays, OMIC technologies, such as genomics and metabolomics, are providing a systematic readout of genetic structures and physiological states for understanding human diseases. However, the comprehensive analysis of cross-omics is often lacking. Here, we conducted a Mendelian randomization analysis to provide a comprehensive analysis of metabolomics and genomics to estimate the causal relationships between non-targeted human serum metabolites and the development of ALS. Using genetic variants as predictors, our study detected 18 metabolites that might have causal effects on the development of ALS, including a group of gamma-glutamyl amino acids. Our findings suggested that glutathione metabolism dysfunction might be involved in the pathogenesis of ALS. Furthermore, our study provides a novel method to understand the pathogenesis of human diseases and develop therapeutic strategies for diseases by combining metabolomics with genomics.

Keywords: Amyotrophic lateral sclerosis; GSH metabolism dysfunction; Mendelian randomization; Serum metabolite.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Amyotrophic Lateral Sclerosis / blood*
  • Case-Control Studies
  • Genome-Wide Association Study / statistics & numerical data*
  • Genomics*
  • Glutathione / blood
  • Glutathione / metabolism*
  • Humans
  • Mendelian Randomization Analysis*
  • Metabolomics*
  • Polymorphism, Single Nucleotide
  • Risk Factors

Substances

  • Glutathione