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Rare and common genetic determinants of metabolic individuality and their effects on human health.
- Source :
-
Nature medicine [Nat Med] 2022 Nov; Vol. 28 (11), pp. 2321-2332. Date of Electronic Publication: 2022 Nov 10. - Publication Year :
- 2022
-
Abstract
- Garrod's concept of 'chemical individuality' has contributed to comprehension of the molecular origins of human diseases. Untargeted high-throughput metabolomic technologies provide an in-depth snapshot of human metabolism at scale. We studied the genetic architecture of the human plasma metabolome using 913 metabolites assayed in 19,994 individuals and identified 2,599 variant-metabolite associations (P < 1.25 × 10 <superscript>-11</superscript> ) within 330 genomic regions, with rare variants (minor allele frequency ≤ 1%) explaining 9.4% of associations. Jointly modeling metabolites in each region, we identified 423 regional, co-regulated, variant-metabolite clusters called genetically influenced metabotypes. We assigned causal genes for 62.4% of these genetically influenced metabotypes, providing new insights into fundamental metabolite physiology and clinical relevance, including metabolite-guided discovery of potential adverse drug effects (DPYD and SRD5A2). We show strong enrichment of inborn errors of metabolism-causing genes, with examples of metabolite associations and clinical phenotypes of non-pathogenic variant carriers matching characteristics of the inborn errors of metabolism. Systematic, phenotypic follow-up of metabolite-specific genetic scores revealed multiple potential etiological relationships.<br /> (© 2022. The Author(s).)
Details
- Language :
- English
- ISSN :
- 1546-170X
- Volume :
- 28
- Issue :
- 11
- Database :
- MEDLINE
- Journal :
- Nature medicine
- Publication Type :
- Academic Journal
- Accession number :
- 36357675
- Full Text :
- https://doi.org/10.1038/s41591-022-02046-0