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GWAS Study

Untargeted metabolomics identifies trimethyllysine, a TMAO-producing nutrient precursor, as a predictor of incident cardiovascular disease risk.

Li XS, Wang Z, Cajka T et al.

29563342 PubMed ID
GWAS Study Type
1297 Participants
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Chapter I

Publication Details

Comprehensive information about this research publication

Authors

LX
Li XS
WZ
Wang Z
CT
Cajka T
BJ
Buffa JA
NI
Nemet I
HA
Hurd AG
GX
Gu X
SS
Skye SM
RA
Roberts AB
WY
Wu Y
LL
Li L
SC
Shahen CJ
WM
Wagner MA
HJ
Hartiala JA
KR
Kerby RL
RK
Romano KA
HY
Han Y
OS
Obeid S
LT
Lüscher TF
AH
Allayee H
RF
Rey FE
DJ
DiDonato JA
FO
Fiehn O
TW
Tang WHW
HS
Hazen SL
Chapter II

Abstract

Summary of the research findings

Using an untargeted metabolomics approach in initial (N = 99 subjects) and replication cohorts (N = 1,162), we discovered and structurally identified a plasma metabolite associated with cardiovascular disease (CVD) risks, N6,N6,N6-trimethyl-L-lysine (trimethyllysine, TML). Stable-isotope-dilution tandem mass spectrometry analyses of an independent validation cohort (N = 2,140) confirmed TML levels are independently associated with incident (3-year) major adverse cardiovascular event risks (hazards ratio [HR], 2.4; 95% CI, 1.7-3.4) and incident (5-year) mortality risk (HR, 2.9; 95% CI, 2.0-4.2). Genome-wide association studies identified several suggestive loci for TML levels, but none reached genome-wide significance; and d9(trimethyl)-TML isotope tracer studies confirmed TML can serve as a nutrient precursor for gut microbiota-dependent generation of trimethylamine (TMA) and the atherogenic metabolite trimethylamine N-oxide (TMAO). Although TML was shown to be abundant in both plant- and animal-derived foods, mouse and human fecal cultures (omnivores and vegans) showed slow conversion of TML to TMA. Furthermore, unlike chronic dietary choline, TML supplementation in mice failed to elevate plasma TMAO or heighten thrombosis potential in vivo. Thus, TML is identified as a strong predictor of incident CVD risks in subjects and to serve as a dietary precursor for gut microbiota-dependent generation of TMAO; however, TML does not appear to be a major microbial source for TMAO generation in vivo.

1,297 European ancestry individuals

Chapter III

Study Statistics

Key metrics and study information

1297
Total Participants
GWAS
Study Type
No
Replicated
European
Ancestry
Chapter IV

Analysis

Comprehensive review of health and genetic findings

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