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Whole Exome Sequencing Enhanced Imputation Identifies 85 Metabolite Associations in the Alpine CHRIS Cohort.

König E, Rainer J, Hernandes VV et al.

35888728 PubMed ID
GWAS Study Type
5505 Participants
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Chapter I

Publication Details

Comprehensive information about this research publication

Authors

KE
König E
RJ
Rainer J
HV
Hernandes VV
PG
Paglia G
DG
Del Greco M F
BD
Bottigliengo D
YX
Yin X
CL
Chan LS
TA
Teumer A
PP
Pramstaller PP
LA
Locke AE
FC
Fuchsberger C
Chapter II

Abstract

Summary of the research findings

Metabolites are intermediates or end products of biochemical processes involved in both health and disease. Here, we take advantage of the well-characterized Cooperative Health Research in South Tyrol (CHRIS) study to perform an exome-wide association study (ExWAS) on absolute concentrations of 175 metabolites in 3294 individuals. To increase power, we imputed the identified variants into an additional 2211 genotyped individuals of CHRIS. In the resulting dataset of 5505 individuals, we identified 85 single-variant genetic associations, of which 39 have not been reported previously. Fifteen associations emerged at ten variants with >5-fold enrichment in CHRIS compared to non-Finnish Europeans reported in the gnomAD database. For example, the CHRIS-enriched ETFDH stop gain variant p.Trp286Ter (rs1235904433-hexanoylcarnitine) and the MCCC2 stop lost variant p.Ter564GlnextTer3 (rs751970792-carnitine) have been found in patients with glutaric acidemia type II and 3-methylcrotonylglycinuria, respectively, but the loci have not been associated with the respective metabolites in a genome-wide association study (GWAS) previously. We further identified three gene-trait associations, where multiple rare variants contribute to the signal. These results not only provide further evidence for previously described associations, but also describe novel genes and mechanisms for diseases and disease-related traits.

5,505 European ancestry individuals

Chapter III

Study Statistics

Key metrics and study information

5505
Total Participants
GWAS
Study Type
No
Replicated
European
Ancestry
Italy
Recruitment Country
Chapter IV

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