Title | A Genome-wide Association Study Discovers 46 Loci of the Human Metabolome in the Hispanic Community Health Study/Study of Latinos. |
Publication Type | Publication |
Year | 2020 |
Authors | Feofanova EV, Chen H, Dai Y, Jia P, Grove ML, Morrison AC, Qi Q, Daviglus M, Cai J, North KE, Laurie CC, Kaplan RC, Boerwinkle E, Yu B |
Journal | Am J Hum Genet |
Volume | 107 |
Issue | 5 |
Pagination | 849-863 |
Date Published | 2020 Nov 05 |
ISSN | 1537-6605 |
Keywords | Adult, Chromans, Cohort Studies, Coronary Disease, Cytochrome P450 Family 4, Diabetes Mellitus, Type 2, Female, Gene Expression, Genetic Predisposition to Disease, Genome, Human, genome-wide association study, Hispanic or Latino, Humans, Male, Membrane Transport Proteins, Metabolome, Middle Aged, Phenotype, Polymorphism, Single Nucleotide, Propionates, Public Health, Quantitative Trait Loci, Quantitative Trait, Heritable, Vitamin E |
Abstract | Variation in levels of the human metabolome reflect changes in homeostasis, providing a window into health and disease. The genetic impact on circulating metabolites in Hispanics, a population with high cardiometabolic disease burden, is largely unknown. We conducted genome-wide association analyses on 640 circulating metabolites in 3,926 Hispanic Community Health Study/Study of Latinos participants. The estimated heritability for 640 metabolites ranged between 0%-54% with a median at 2.5%. We discovered 46 variant-metabolite pairs (p value < 1.2 × 10, minor allele frequency ≥ 1%, proportion of variance explained [PEV] mean = 3.4%, PEV = 1%-22%) with generalized effects in two population-based studies and confirmed 301 known locus-metabolite associations. Half of the identified variants with generalized effect were located in genes, including five nonsynonymous variants. We identified co-localization with the expression quantitative trait loci at 105 discovered and 151 known loci-metabolites sets. rs5855544, upstream of SLC51A, was associated with higher levels of three steroid sulfates and co-localized with expression levels of SLC51A in several tissues. Mendelian randomization (MR) analysis identified several metabolites associated with coronary heart disease (CHD) and type 2 diabetes. For example, two variants located in or near CYP4F2 (rs2108622 and rs79400241, respectively), involved in vitamin E metabolism, were associated with the levels of octadecanedioate and vitamin E metabolites (gamma-CEHC and gamma-CEHC glucuronide); MR analysis showed that genetically high levels of these metabolites were associated with lower odds of CHD. Our findings document the genetic architecture of circulating metabolites in an underrepresented Hispanic/Latino community, shedding light on disease etiology. |
DOI | 10.1016/j.ajhg.2020.09.003 |
Alternate Journal | Am J Hum Genet |
PubMed ID | 33031748 |
PubMed Central ID | PMC7675000 |
Grant List | HHSN268201300005C / HL / NHLBI NIH HHS / United States HHSN268201300001C / HL / NHLBI NIH HHS / United States R01 DK119268 / DK / NIDDK NIH HHS / United States N01HC65235 / HL / NHLBI NIH HHS / United States U01 HG004402 / HG / NHGRI NIH HHS / United States N01HC65234 / HL / NHLBI NIH HHS / United States HHSN268201700001I / HL / NHLBI NIH HHS / United States R01 HL087641 / HL / NHLBI NIH HHS / United States HHSN268201700003I / HL / NHLBI NIH HHS / United States P30 ES010126 / ES / NIEHS NIH HHS / United States HHSN268201300004C / HL / NHLBI NIH HHS / United States UL1 RR025005 / RR / NCRR NIH HHS / United States HHSN268201300003I / HL / NHLBI NIH HHS / United States R01 DK120870 / DK / NIDDK NIH HHS / United States R01 HG009974 / HG / NHGRI NIH HHS / United States R01 HL059367 / HL / NHLBI NIH HHS / United States R01 HL086694 / HL / NHLBI NIH HHS / United States N01HC65236 / HL / NHLBI NIH HHS / United States P30 DK111022 / DK / NIDDK NIH HHS / United States N01HC65233 / HL / NHLBI NIH HHS / United States HHSN268201700002C / HL / NHLBI NIH HHS / United States N01HC65237 / HL / NHLBI NIH HHS / United States HHSN268201700004I / HL / NHLBI NIH HHS / United States P30 DK020541 / DK / NIDDK NIH HHS / United States R01 HL140976 / HL / NHLBI NIH HHS / United States HHSN268201300003C / HL / NHLBI NIH HHS / United States R01 HL142003 / HL / NHLBI NIH HHS / United States HHSN268201700005C / HL / NHLBI NIH HHS / United States HHSN268201700001C / HL / NHLBI NIH HHS / United States HHSN268201700003C / HL / NHLBI NIH HHS / United States R01 HL141824 / HL / NHLBI NIH HHS / United States HHSN268201700004C / HL / NHLBI NIH HHS / United States HHSN268201700002I / HL / NHLBI NIH HHS / United States HHSN268201700005I / HL / NHLBI NIH HHS / United States R01 HL060712 / HL / NHLBI NIH HHS / United States |
A Genome-wide Association Study Discovers 46 Loci of the Human Metabolome in the Hispanic Community Health Study/Study of Latinos.
MS#:
0639
ECI:
Yes
Manuscript Affiliation:
Field Center: Bronx (Einstein College of Medicine)
Manuscript Status:
Published