Mitochondrial metabolites predict adverse cardiovascular events in individuals with diabetes

被引:8
作者
Regan, Jessica A. [1 ,2 ]
Mentz, Robert J. [2 ,3 ]
Nguyen, Maggie [1 ]
Green, Jennifer B. [2 ,3 ]
Truby, Lauren K. [1 ,2 ]
Ilkayeva, Olga [1 ,2 ]
Newgard, Christopher B. [1 ]
Buse, John B. [4 ]
Sourij, Harald [5 ]
Sjostrom, C. David [6 ]
Sattar, Naveed [7 ]
Mcgarrah, Robert W. [1 ,2 ]
Zheng, Yinggan [8 ]
Mcguire, Darren K. [9 ,10 ]
Standl, Eberhard [1 ,11 ]
Armstrong, Paul [8 ]
Peterson, Eric D. [9 ,10 ]
Hernandez, Adrian F. [2 ,3 ]
Holman, Rury R. [12 ]
Shah, Svati H. [1 ,2 ,3 ,13 ]
机构
[1] Duke Mol Physiol Inst, Durham, NC USA
[2] Duke Univ, Dept Med, Durham, NC USA
[3] Duke Clin Res Inst, Durham, NC USA
[4] Univ N Carolina, Sch Med, Chapel Hill, NC USA
[5] Med Univ Graz, Dept Internal Med, Div Endocrinol & Diabetol, Graz, Austria
[6] AstraZeneca, Biopharmaceut R&D, Late Stage Dev Cardiovasc & Renal & Metab, Gothenburg, Sweden
[7] Univ Glasgow, Inst Cardiovasc & Med Sci, Glasgow, Scotland
[8] Univ Alberta, Canadian VIGOUR Ctr, Edmonton, AB, Canada
[9] Univ Texas Southwestern Med Ctr, Dallas, TX USA
[10] Parkland Hlth & Hosp Syst, Dallas, TX USA
[11] Munich Helmholtz Ctr, Diabet Res Grp, Munich, Germany
[12] Univ Oxford, Radcliffe Dept Med, Diabet Trials Unit, Oxford, England
[13] 300 N Duke St,DUMC Box 104775, Durham, NC 27701 USA
基金
英国科研创新办公室;
关键词
CORONARY-ARTERY-DISEASE; HEART-FAILURE; OUTCOMES; RISK; ACYLCARNITINES; IDENTIFICATION; PLASMA; METAANALYSIS; PROFILE; HUMANS;
D O I
10.1172/jci.insight.168563
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
Metabolic mechanisms underlying the heterogeneity of major adverse cardiovascular (CV) event (MACE) risk in individuals with type 2 diabetes mellitus (T2D) remain unclear. We hypothesized that circulating metabolites reflecting mitochondrial dysfunction predict incident MACE in T2D. Targeted mass-spectrometry profiling of 60 metabolites was performed on baseline plasma samples from the Trial Evaluating Cardiovascular Outcomes with Sitagliptin (TECOS; discovery cohort) and Exenatide Study of Cardiovascular Event Lowering (EXSCEL; validation cohort) biomarker substudy cohorts. A principal components analysis metabolite factor comprising medium-chain acylcarnitines (MCACs) was associated with MACE in TECOS and validated in EXSCEL, with higher levels associated with higher MACE risk. Meta-analysis showed that long-chain acylcarnitines (LCACs) and dicarboxylacylcarnitines were also associated with MACE. Metabolites remained associated with MACE in multivariate models and favorably changed with exenatide therapy. A third cohort (Cardiac Catheterization Genetics [CATHGEN]) with T2D was assessed to determine whether these metabolites improved discriminative capability of multivariate models for MACE. Nine metabolites (MCACs and LCACs and 1 dicarboxylacylcarnitine) were associated with time to MACE in the CATHGEN cohort. Addition of these metabolites to clinical models minimally improved the discriminative capability for MACE but did significantly down reclassify risk. Thus, metabolites reporting on dysregulated mitochondrial fatty acid oxidation are present in higher levels in individuals with T2D who experience subsequent MACE. These biomarkers may improve CV risk prediction models, be therapy responsive, and highlight emerging risk mechanisms.
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页数:14
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