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Causal Genetic Variation Underlying Metabolome Differences.

Publication ,  Journal Article
Swain-Lenz, D; Nikolskiy, I; Cheng, J; Sudarsanam, P; Nayler, D; Staller, MV; Cohen, BA
Published in: Genetics
August 2017

An ongoing challenge in biology is to predict the phenotypes of individuals from their genotypes. Genetic variants that cause disease often change an individual's total metabolite profile, or metabolome. In light of our extensive knowledge of metabolic pathways, genetic variants that alter the metabolome may help predict novel phenotypes. To link genetic variants to changes in the metabolome, we studied natural variation in the yeast Saccharomyces cerevisiae We used an untargeted mass spectrometry method to identify dozens of metabolite Quantitative Trait Loci (mQTL), genomic regions containing genetic variation that control differences in metabolite levels between individuals. We mapped differences in urea cycle metabolites to genetic variation in specific genes known to regulate amino acid biosynthesis. Our functional assays reveal that genetic variation in two genes, AUA1 and ARG81, cause the differences in the abundance of several urea cycle metabolites. Based on knowledge of the urea cycle, we predicted and then validated a new phenotype: sensitivity to a particular class of amino acid isomers. Our results are a proof-of-concept that untargeted mass spectrometry can reveal links between natural genetic variants and metabolome diversity. The interpretability of our results demonstrates the promise of using genetic variants underlying natural differences in the metabolome to predict novel phenotypes from genotype.

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Published In

Genetics

DOI

EISSN

1943-2631

Publication Date

August 2017

Volume

206

Issue

4

Start / End Page

2199 / 2206

Location

United States

Related Subject Headings

  • Urea
  • Saccharomyces cerevisiae Proteins
  • Saccharomyces cerevisiae
  • Repressor Proteins
  • Quantitative Trait Loci
  • Phenotype
  • Metabolome
  • Genotype
  • Genetic Variation
  • Developmental Biology
 

Citation

APA
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ICMJE
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Swain-Lenz, D., Nikolskiy, I., Cheng, J., Sudarsanam, P., Nayler, D., Staller, M. V., & Cohen, B. A. (2017). Causal Genetic Variation Underlying Metabolome Differences. Genetics, 206(4), 2199–2206. https://doi.org/10.1534/genetics.117.203752
Swain-Lenz, Devjanee, Igor Nikolskiy, Jiye Cheng, Priya Sudarsanam, Darcy Nayler, Max V. Staller, and Barak A. Cohen. “Causal Genetic Variation Underlying Metabolome Differences.Genetics 206, no. 4 (August 2017): 2199–2206. https://doi.org/10.1534/genetics.117.203752.
Swain-Lenz D, Nikolskiy I, Cheng J, Sudarsanam P, Nayler D, Staller MV, et al. Causal Genetic Variation Underlying Metabolome Differences. Genetics. 2017 Aug;206(4):2199–206.
Swain-Lenz, Devjanee, et al. “Causal Genetic Variation Underlying Metabolome Differences.Genetics, vol. 206, no. 4, Aug. 2017, pp. 2199–206. Pubmed, doi:10.1534/genetics.117.203752.
Swain-Lenz D, Nikolskiy I, Cheng J, Sudarsanam P, Nayler D, Staller MV, Cohen BA. Causal Genetic Variation Underlying Metabolome Differences. Genetics. 2017 Aug;206(4):2199–2206.

Published In

Genetics

DOI

EISSN

1943-2631

Publication Date

August 2017

Volume

206

Issue

4

Start / End Page

2199 / 2206

Location

United States

Related Subject Headings

  • Urea
  • Saccharomyces cerevisiae Proteins
  • Saccharomyces cerevisiae
  • Repressor Proteins
  • Quantitative Trait Loci
  • Phenotype
  • Metabolome
  • Genotype
  • Genetic Variation
  • Developmental Biology