Blood Metabolite Signature of Metabolic Syndrome Implicates Alterations in Amino Acid Metabolism: Findings from the Baltimore Longitudinal Study of Aging (BLSA) and the Tsuruoka Metabolomics Cohort Study (TMCS)

被引:23
作者
Roberts, Jackson A. [1 ]
Varma, Vijay R. [1 ]
Huang, Chiung-Wei [2 ]
An, Yang [2 ]
Oommen, Anup [3 ]
Tanaka, Toshiko [4 ]
Ferrucci, Luigi [4 ]
Elango, Palchamy [4 ]
Takebayashi, Toru [5 ]
Harada, Sei [5 ]
Iida, Miho [5 ]
Thambisetty, Madhav [1 ]
机构
[1] NIA, Clin & Translat Neurosci Sect, Lab Behav Neurosci, NIH, Baltimore, MD 21224 USA
[2] NIA, Brain Aging & Behav Sect, Lab Behav Neurosci, NIH, Baltimore, MD 21224 USA
[3] Natl Univ Ireland Galway, Natl Ctr Biomed Engn Sci, Glycosci Grp, Galway H91 TK33, Ireland
[4] NIA, Translat Gerontol Branch, NIH, Baltimore, MD 21224 USA
[5] Keio Univ, Dept Prevent Med & Publ Hlth, Tokyo 1608282, Japan
关键词
metabolic syndrome; metabolomics; amino acids; fasting glucose; triglycerides; waist circumference; blood pressure; ELECTROPHORESIS-MASS SPECTROMETRY; ALZHEIMERS-DISEASE; OXIDATIVE STRESS; CARDIOVASCULAR-DISEASE; TCA CYCLE; RISK; GLUTATHIONE; POPULATION; MORTALITY; TRENDS;
D O I
10.3390/ijms21041249
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Rapid lifestyle and dietary changes have contributed to a rise in the global prevalence of metabolic syndrome (MetS), which presents a potential healthcare crisis, owing to its association with an increased burden of multiple cardiovascular and neurological diseases. Prior work has identified the role that genetic, lifestyle, and environmental factors can play in the prevalence of MetS. Metabolomics is an important tool to study alterations in biochemical pathways intrinsic to the pathophysiology of MetS. We undertook a metabolomic study of MetS in serum samples from two ethnically distinct, well-characterized cohorts-the Baltimore Longitudinal Study of Aging (BLSA) from the U.S. and the Tsuruoka Metabolomics Cohort Study (TMCS) from Japan. We used multivariate logistic regression to identify metabolites that were associated with MetS in both cohorts. Among the top 25 most significant (lowest p-value) metabolite associations with MetS in each cohort, we identified 18 metabolites that were shared between TMCS and BLSA, the majority of which were classified as amino acids. These associations implicate multiple biochemical pathways in MetS, including branched-chain amino acid metabolism, glutathione production, aromatic amino acid metabolism, gluconeogenesis, and the tricarboxylic acid cycle. Our results suggest that fundamental alterations in amino acid metabolism may be central features of MetS.
引用
收藏
页数:20
相关论文
共 103 条
  • [1] Baba S, 2001, J Epidemiol, V11, pS87
  • [2] Neurodegenerative disorders in humans: the role of glutathione in oxidative stress-mediated neuronal death
    Bains, JS
    Shaw, CA
    [J]. BRAIN RESEARCH REVIEWS, 1997, 25 (03) : 335 - 358
  • [3] CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING
    BENJAMINI, Y
    HOCHBERG, Y
    [J]. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) : 289 - 300
  • [4] DIETARY SURVEYS AND NUTRITIONAL EPIDEMIOLOGY Vitamin D receptor and megalin gene polymorphisms are associated with central adiposity status and changes among US adults
    Beydoun, May A.
    Tanaka, Toshiko
    Beydoun, Hind A.
    Ding, Eric L.
    Ferrucci, Luigi
    Zonderman, Alan B.
    [J]. JOURNAL OF NUTRITIONAL SCIENCE, 2013, 2 : 1 - 11
  • [5] Gender Differences in the Accuracy of Time-Dependent Blood Pressure Indices for Predicting Coronary Heart Disease: A Random-Effects Modeling Approach
    Brant, Larry J.
    Ferrucci, Luigi
    Sheng, Shan L.
    Concin, Hans
    Zonderman, Alan B.
    Kelleher, Cecily C.
    Longo, Dan L.
    Ulmer, Hanno
    Strasak, Alexander M.
    [J]. GENDER MEDICINE, 2010, 7 (06) : 616 - 627
  • [6] PARTICIPATION OF CYSTEINE AND CYSTINE IN INACTIVATION OF TYROSINE AMINOTRANSFERASE IN RAT-LIVER HOMOGENATES
    BUCKLEY, WT
    MILLIGAN, LP
    [J]. BIOCHEMICAL JOURNAL, 1978, 176 (02) : 449 - 454
  • [7] Blood metabolite markers of preclinical Alzheimer's disease in two longitudinally followed cohorts of older individuals
    Casanova, Ramon
    Varma, Sudhir
    Simpson, Brittany
    Kim, Min
    An, Yang
    Saldana, Santiago
    Riveros, Carlos
    Moscato, Pablo
    Griswold, Michael
    Sonntag, Denise
    Wahrheit, Judith
    Klavins, Kristaps
    Jonsson, Palmi V.
    Eiriksdottir, Gudny
    Aspelund, Thor
    Launer, Lenore J.
    Gudnason, Vilmundur
    Quigley, Cristina Legido
    Thambisetty, Madhav
    [J]. ALZHEIMERS & DEMENTIA, 2016, 12 (07) : 815 - 822
  • [8] Recurrent Stroke in Minor Ischemic Stroke or Transient Ischemic Attack With Metabolic Syndrome and/or Diabetes Mellitus
    Chen, Weiqi
    Pan, Yuesong
    Jing, Jing
    Zhao, Xingquan
    Liu, Liping
    Meng, Xia
    Wang, Yilong
    Wang, Yongjun
    [J]. JOURNAL OF THE AMERICAN HEART ASSOCIATION, 2017, 6 (06):
  • [9] Metabolic syndrome and 10-year cardiovascular disease risk in the hoorn study
    Dekker, JM
    Girman, C
    Rhodes, T
    Nijpels, G
    Stehouwer, CDA
    Bouter, LM
    Heine, RJ
    [J]. CIRCULATION, 2005, 112 (05) : 666 - 673
  • [10] The Association of Cysteine with Obesity, Inflammatory Cytokines and Insulin Resistance in Hispanic Children and Adolescents
    Elshorbagy, Amany K.
    Valdivia-Garcia, Maria
    Refsum, Helga
    Butte, Nancy
    [J]. PLOS ONE, 2012, 7 (09):