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

代谢组学 疾病 营养物 化学 内科学 计算生物学 医学 生物 色谱法 有机化学
作者
Xinmin S. Li,Zeneng Wang,Tomáš Čajka,Jennifer A. Buffa,Ina Nemet,Alex G. Hurd,Xiaodong Gu,Sarah M. Skye,Adam Roberts,Yuping Wu,Lin Li,Christopher J. Shahen,Matthew A. Wagner,Jaana Hartiala,Robert L. Kerby,Kymberleigh A. Romano,Yi Han,Slayman Obeid,Thomas F. Lüscher,Hooman Allayee,Federico E. Rey,Joseph A. DiDonato,Oliver Fiehn,W.H. Wilson Tang,Stanley L. Hazen
出处
期刊:JCI insight [American Society for Clinical Investigation]
卷期号:3 (6) 被引量:141
标识
DOI:10.1172/jci.insight.99096
摘要

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.

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