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

被引:130
作者
Li, Xinmin S. [1 ]
Wang, Zeneng [1 ]
Cajka, Tomas [2 ,3 ]
Buffa, Jennifer A. [1 ]
Nemet, Ina [1 ]
Hurd, Alex G. [1 ,14 ]
Gu, Xiaodong [1 ]
Skye, Sarah M. [1 ]
Roberts, Adam B. [1 ]
Wu, Yuping [4 ]
Li, Lin [1 ]
Shahen, Christopher J. [1 ]
Wagner, Matthew A. [1 ]
Hartiala, Jaana A. [5 ,6 ]
Kerby, Robert L. [7 ]
Romano, Kymberleigh A. [7 ,15 ]
Han, Yi [5 ,6 ]
Obeid, Slayman [8 ]
Luscher, Thomas F. [8 ,9 ,10 ,11 ]
Allayee, Hooman [5 ,6 ]
Rey, Federico E. [7 ]
DiDonato, Joseph A. [1 ]
Fiehn, Oliver [2 ,3 ,12 ]
Tang, W. H. Wilson [1 ,13 ]
Hazen, Stanley L. [1 ,13 ]
机构
[1] Cleveland Clin, Lerner Res Inst, Dept Cellular & Mol Med, 9500 Euclid Ave,NC-10, Cleveland, OH 44195 USA
[2] Univ Calif Davis, Dept Mol & Cellular Biol, Davis, CA 95616 USA
[3] Univ Calif Davis, Genome Ctr, Davis, CA 95616 USA
[4] Cleveland State Univ, Dept Math, Cleveland, OH 44115 USA
[5] Univ Southern Calif, Keck Sch Med, Dept Prevent Med, Los Angeles, CA 90033 USA
[6] Univ Southern Calif, Keck Sch Med, Dept Biochem & Mol Med, Los Angeles, CA 90033 USA
[7] Univ Wisconsin, Dept Bacteriol, Madison, WI 53706 USA
[8] Univ Hosp Zurich, Dept Cardiol, Univ Heart Ctr, Zurich, Switzerland
[9] Royal Brompton Hosp, London, England
[10] Harefield Hosp, London, England
[11] Imperial Coll, London, England
[12] King Abdulaziz Univ, Dept Biochem, Jeddah, Saudi Arabia
[13] Cleveland Clin, Heart & Vasc Inst, Dept Cardiovasc Med, Cleveland, OH 44106 USA
[14] Univ Pittsburgh, Dept Biostat, Pittsburgh, PA 15261 USA
[15] Cleveland Clin, Dept Cellular & Mol Med, Cleveland, OH 44106 USA
基金
瑞士国家科学基金会;
关键词
TRIMETHYLAMINE-N-OXIDE; MASS-SPECTROMETRY; HISTONE DEMETHYLATION; MICROBIAL-METABOLISM; PROTEIN METHYLATION; L-CARNITINE; ATHEROSCLEROSIS; LIPIDOMICS; PHOSPHATIDYLCHOLINE; ASSOCIATION;
D O I
10.1172/jci.insight.99096
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
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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页数:18
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