Type 2 diabetes (T2D) is increasing worldwide, making identification of biomarkers for detection, staging, and effective prevention strategies an especially critical scientific and medical goal. Fortunately, advances in metabolomics techniques, together with improvements in bioinformatics and mathematical modeling approaches, have provided the scientific community with new tools to describe the T2D metabolome. The metabolomics signatures associated with T2D and obesity include increased levels of lactate, glycolytic intermediates, branched-chain and aromatic amino acids, and longchain fatty acids. Conversely, tricarboxylic acid cycle intermediates, betaine, and other metabolites decrease. Future studies will be required to fully integrate these and other findings into our understanding of diabetes pathophysiology and to identify biomarkers of disease risk, stage, and responsiveness to specific treatments.
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Univ Calif Davis, ARS, USDA, Western Human Nutr Res Ctr, Davis, CA 95616 USA
Univ Calif Davis, Dept Nutr, Davis, CA 95616 USAUniv Calif Davis, ARS, USDA, Western Human Nutr Res Ctr, Davis, CA 95616 USA
Adams, Sean H.
;
Hoppel, Charles L.
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Case Western Reserve Univ, Dept Pharmacol, Cleveland, OH 44106 USAUniv Calif Davis, ARS, USDA, Western Human Nutr Res Ctr, Davis, CA 95616 USA
Hoppel, Charles L.
;
Lok, Kerry H.
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机构:
Univ Alabama Birmingham, Dept Nutr Sci, Birmingham, AL 35294 USAUniv Calif Davis, ARS, USDA, Western Human Nutr Res Ctr, Davis, CA 95616 USA
Lok, Kerry H.
;
Zhao, Ling
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Univ Calif Davis, Dept Nutr, Davis, CA 95616 USAUniv Calif Davis, ARS, USDA, Western Human Nutr Res Ctr, Davis, CA 95616 USA
Zhao, Ling
;
Wong, Scott W.
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Univ Calif Davis, ARS, USDA, Western Human Nutr Res Ctr, Davis, CA 95616 USAUniv Calif Davis, ARS, USDA, Western Human Nutr Res Ctr, Davis, CA 95616 USA
Wong, Scott W.
;
Minkler, Paul E.
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Case Western Reserve Univ, Dept Pharmacol, Cleveland, OH 44106 USAUniv Calif Davis, ARS, USDA, Western Human Nutr Res Ctr, Davis, CA 95616 USA
Minkler, Paul E.
;
Hwang, Daniel H.
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h-index: 0
机构:
Univ Calif Davis, ARS, USDA, Western Human Nutr Res Ctr, Davis, CA 95616 USA
Univ Calif Davis, Dept Nutr, Davis, CA 95616 USAUniv Calif Davis, ARS, USDA, Western Human Nutr Res Ctr, Davis, CA 95616 USA
Hwang, Daniel H.
;
Newman, John W.
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Univ Calif Davis, ARS, USDA, Western Human Nutr Res Ctr, Davis, CA 95616 USA
Univ Calif Davis, Dept Nutr, Davis, CA 95616 USAUniv Calif Davis, ARS, USDA, Western Human Nutr Res Ctr, Davis, CA 95616 USA
Newman, John W.
;
Garvey, W. Timothy
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h-index: 0
机构:
Univ Alabama Birmingham, Dept Nutr Sci, Birmingham, AL 35294 USAUniv Calif Davis, ARS, USDA, Western Human Nutr Res Ctr, Davis, CA 95616 USA
机构:Duke Univ, Med Ctr, Dept Pharmacol & Canc Biol, Sarah W Stedman Nutr & Metab Ctr, Durham, NC 27710 USA
Bain, James R.
;
Stevens, Robert D.
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h-index: 0
机构:Duke Univ, Med Ctr, Dept Pharmacol & Canc Biol, Sarah W Stedman Nutr & Metab Ctr, Durham, NC 27710 USA
Stevens, Robert D.
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Wenner, Brett R.
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h-index: 0
机构:Duke Univ, Med Ctr, Dept Pharmacol & Canc Biol, Sarah W Stedman Nutr & Metab Ctr, Durham, NC 27710 USA
Wenner, Brett R.
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Ilkayeva, Olga
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h-index: 0
机构:Duke Univ, Med Ctr, Dept Pharmacol & Canc Biol, Sarah W Stedman Nutr & Metab Ctr, Durham, NC 27710 USA
Ilkayeva, Olga
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Muoio, Deborah M.
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机构:Duke Univ, Med Ctr, Dept Pharmacol & Canc Biol, Sarah W Stedman Nutr & Metab Ctr, Durham, NC 27710 USA
Muoio, Deborah M.
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Newgard, Christopher B.
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Duke Univ, Med Ctr, Dept Pharmacol & Canc Biol, Sarah W Stedman Nutr & Metab Ctr, Durham, NC 27710 USADuke Univ, Med Ctr, Dept Pharmacol & Canc Biol, Sarah W Stedman Nutr & Metab Ctr, Durham, NC 27710 USA
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Temple Univ Hosp & Med Sch, Div Endocrinol Diabet Metab, Philadelphia, PA 19140 USATemple Univ Hosp & Med Sch, Div Endocrinol Diabet Metab, Philadelphia, PA 19140 USA
Boden, G
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Shulman, GI
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机构:Temple Univ Hosp & Med Sch, Div Endocrinol Diabet Metab, Philadelphia, PA 19140 USA
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Baylor Coll Med, Dept Pediat, USDA, ARS,Childrens Nutr Res Ctr, Houston, TX 77030 USABaylor Coll Med, Dept Pediat, USDA, ARS,Childrens Nutr Res Ctr, Houston, TX 77030 USA
Butte, Nancy F.
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Liu, Yan
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Baylor Coll Med, Dept Pediat, USDA, ARS,Childrens Nutr Res Ctr, Houston, TX 77030 USABaylor Coll Med, Dept Pediat, USDA, ARS,Childrens Nutr Res Ctr, Houston, TX 77030 USA
Liu, Yan
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Zakeri, Issa F.
论文数: 0引用数: 0
h-index: 0
机构:
Drexel Univ, Dept Epidemiol & Biostat, Philadelphia, PA 19104 USABaylor Coll Med, Dept Pediat, USDA, ARS,Childrens Nutr Res Ctr, Houston, TX 77030 USA
Zakeri, Issa F.
;
Mohney, Robert P.
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Metabolon Inc, Durham, NC USABaylor Coll Med, Dept Pediat, USDA, ARS,Childrens Nutr Res Ctr, Houston, TX 77030 USA
Mohney, Robert P.
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Mehta, Nitesh
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机构:
Baylor Coll Med, Dept Pediat, USDA, ARS,Childrens Nutr Res Ctr, Houston, TX 77030 USABaylor Coll Med, Dept Pediat, USDA, ARS,Childrens Nutr Res Ctr, Houston, TX 77030 USA
Mehta, Nitesh
;
Voruganti, V. Saroja
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Univ North Carolina Chapel Hill, Dept Nutr, Kannapolis, NC USA
Univ North Carolina Chapel Hill, Inst Nutr Res, Kannapolis, NC USABaylor Coll Med, Dept Pediat, USDA, ARS,Childrens Nutr Res Ctr, Houston, TX 77030 USA
Voruganti, V. Saroja
;
Goering, Harald
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Texas Biomed Res Inst, Dept Genet, San Antonio, TX USABaylor Coll Med, Dept Pediat, USDA, ARS,Childrens Nutr Res Ctr, Houston, TX 77030 USA
Goering, Harald
;
Cole, Shelley A.
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机构:
Texas Biomed Res Inst, Dept Genet, San Antonio, TX USABaylor Coll Med, Dept Pediat, USDA, ARS,Childrens Nutr Res Ctr, Houston, TX 77030 USA
Cole, Shelley A.
;
Comuzzie, Anthony G.
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机构:
Texas Biomed Res Inst, Dept Genet, San Antonio, TX USABaylor Coll Med, Dept Pediat, USDA, ARS,Childrens Nutr Res Ctr, Houston, TX 77030 USA
机构:
Univ Calif Davis, ARS, USDA, Western Human Nutr Res Ctr, Davis, CA 95616 USA
Univ Calif Davis, Dept Nutr, Davis, CA 95616 USAUniv Calif Davis, ARS, USDA, Western Human Nutr Res Ctr, Davis, CA 95616 USA
Adams, Sean H.
;
Hoppel, Charles L.
论文数: 0引用数: 0
h-index: 0
机构:
Case Western Reserve Univ, Dept Pharmacol, Cleveland, OH 44106 USAUniv Calif Davis, ARS, USDA, Western Human Nutr Res Ctr, Davis, CA 95616 USA
Hoppel, Charles L.
;
Lok, Kerry H.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Alabama Birmingham, Dept Nutr Sci, Birmingham, AL 35294 USAUniv Calif Davis, ARS, USDA, Western Human Nutr Res Ctr, Davis, CA 95616 USA
Lok, Kerry H.
;
Zhao, Ling
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Davis, Dept Nutr, Davis, CA 95616 USAUniv Calif Davis, ARS, USDA, Western Human Nutr Res Ctr, Davis, CA 95616 USA
Zhao, Ling
;
Wong, Scott W.
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h-index: 0
机构:
Univ Calif Davis, ARS, USDA, Western Human Nutr Res Ctr, Davis, CA 95616 USAUniv Calif Davis, ARS, USDA, Western Human Nutr Res Ctr, Davis, CA 95616 USA
Wong, Scott W.
;
Minkler, Paul E.
论文数: 0引用数: 0
h-index: 0
机构:
Case Western Reserve Univ, Dept Pharmacol, Cleveland, OH 44106 USAUniv Calif Davis, ARS, USDA, Western Human Nutr Res Ctr, Davis, CA 95616 USA
Minkler, Paul E.
;
Hwang, Daniel H.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Davis, ARS, USDA, Western Human Nutr Res Ctr, Davis, CA 95616 USA
Univ Calif Davis, Dept Nutr, Davis, CA 95616 USAUniv Calif Davis, ARS, USDA, Western Human Nutr Res Ctr, Davis, CA 95616 USA
Hwang, Daniel H.
;
Newman, John W.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Davis, ARS, USDA, Western Human Nutr Res Ctr, Davis, CA 95616 USA
Univ Calif Davis, Dept Nutr, Davis, CA 95616 USAUniv Calif Davis, ARS, USDA, Western Human Nutr Res Ctr, Davis, CA 95616 USA
Newman, John W.
;
Garvey, W. Timothy
论文数: 0引用数: 0
h-index: 0
机构:
Univ Alabama Birmingham, Dept Nutr Sci, Birmingham, AL 35294 USAUniv Calif Davis, ARS, USDA, Western Human Nutr Res Ctr, Davis, CA 95616 USA
机构:Duke Univ, Med Ctr, Dept Pharmacol & Canc Biol, Sarah W Stedman Nutr & Metab Ctr, Durham, NC 27710 USA
Bain, James R.
;
Stevens, Robert D.
论文数: 0引用数: 0
h-index: 0
机构:Duke Univ, Med Ctr, Dept Pharmacol & Canc Biol, Sarah W Stedman Nutr & Metab Ctr, Durham, NC 27710 USA
Stevens, Robert D.
;
Wenner, Brett R.
论文数: 0引用数: 0
h-index: 0
机构:Duke Univ, Med Ctr, Dept Pharmacol & Canc Biol, Sarah W Stedman Nutr & Metab Ctr, Durham, NC 27710 USA
Wenner, Brett R.
;
Ilkayeva, Olga
论文数: 0引用数: 0
h-index: 0
机构:Duke Univ, Med Ctr, Dept Pharmacol & Canc Biol, Sarah W Stedman Nutr & Metab Ctr, Durham, NC 27710 USA
Ilkayeva, Olga
;
Muoio, Deborah M.
论文数: 0引用数: 0
h-index: 0
机构:Duke Univ, Med Ctr, Dept Pharmacol & Canc Biol, Sarah W Stedman Nutr & Metab Ctr, Durham, NC 27710 USA
Muoio, Deborah M.
;
Newgard, Christopher B.
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Med Ctr, Dept Pharmacol & Canc Biol, Sarah W Stedman Nutr & Metab Ctr, Durham, NC 27710 USADuke Univ, Med Ctr, Dept Pharmacol & Canc Biol, Sarah W Stedman Nutr & Metab Ctr, Durham, NC 27710 USA
机构:
Temple Univ Hosp & Med Sch, Div Endocrinol Diabet Metab, Philadelphia, PA 19140 USATemple Univ Hosp & Med Sch, Div Endocrinol Diabet Metab, Philadelphia, PA 19140 USA
Boden, G
;
Shulman, GI
论文数: 0引用数: 0
h-index: 0
机构:Temple Univ Hosp & Med Sch, Div Endocrinol Diabet Metab, Philadelphia, PA 19140 USA
机构:
Baylor Coll Med, Dept Pediat, USDA, ARS,Childrens Nutr Res Ctr, Houston, TX 77030 USABaylor Coll Med, Dept Pediat, USDA, ARS,Childrens Nutr Res Ctr, Houston, TX 77030 USA
Butte, Nancy F.
;
Liu, Yan
论文数: 0引用数: 0
h-index: 0
机构:
Baylor Coll Med, Dept Pediat, USDA, ARS,Childrens Nutr Res Ctr, Houston, TX 77030 USABaylor Coll Med, Dept Pediat, USDA, ARS,Childrens Nutr Res Ctr, Houston, TX 77030 USA
Liu, Yan
;
Zakeri, Issa F.
论文数: 0引用数: 0
h-index: 0
机构:
Drexel Univ, Dept Epidemiol & Biostat, Philadelphia, PA 19104 USABaylor Coll Med, Dept Pediat, USDA, ARS,Childrens Nutr Res Ctr, Houston, TX 77030 USA
Zakeri, Issa F.
;
Mohney, Robert P.
论文数: 0引用数: 0
h-index: 0
机构:
Metabolon Inc, Durham, NC USABaylor Coll Med, Dept Pediat, USDA, ARS,Childrens Nutr Res Ctr, Houston, TX 77030 USA
Mohney, Robert P.
;
Mehta, Nitesh
论文数: 0引用数: 0
h-index: 0
机构:
Baylor Coll Med, Dept Pediat, USDA, ARS,Childrens Nutr Res Ctr, Houston, TX 77030 USABaylor Coll Med, Dept Pediat, USDA, ARS,Childrens Nutr Res Ctr, Houston, TX 77030 USA
Mehta, Nitesh
;
Voruganti, V. Saroja
论文数: 0引用数: 0
h-index: 0
机构:
Univ North Carolina Chapel Hill, Dept Nutr, Kannapolis, NC USA
Univ North Carolina Chapel Hill, Inst Nutr Res, Kannapolis, NC USABaylor Coll Med, Dept Pediat, USDA, ARS,Childrens Nutr Res Ctr, Houston, TX 77030 USA
Voruganti, V. Saroja
;
Goering, Harald
论文数: 0引用数: 0
h-index: 0
机构:
Texas Biomed Res Inst, Dept Genet, San Antonio, TX USABaylor Coll Med, Dept Pediat, USDA, ARS,Childrens Nutr Res Ctr, Houston, TX 77030 USA
Goering, Harald
;
Cole, Shelley A.
论文数: 0引用数: 0
h-index: 0
机构:
Texas Biomed Res Inst, Dept Genet, San Antonio, TX USABaylor Coll Med, Dept Pediat, USDA, ARS,Childrens Nutr Res Ctr, Houston, TX 77030 USA
Cole, Shelley A.
;
Comuzzie, Anthony G.
论文数: 0引用数: 0
h-index: 0
机构:
Texas Biomed Res Inst, Dept Genet, San Antonio, TX USABaylor Coll Med, Dept Pediat, USDA, ARS,Childrens Nutr Res Ctr, Houston, TX 77030 USA