Metabolomics Approach in the Investigation of Metabolic Changes in Obese Men after 24 Weeks of Combined Training

被引:34
作者
Duft, Renata G. [1 ]
Castro, Alex [1 ]
Bonfante, Ivan L. P. [1 ]
Brunelli, Diego T. [1 ]
Chacon-Mikahil, Mara P. T. [1 ]
Cavaglieri, Claudia R. [1 ]
机构
[1] Univ Estadual Campinas, Exercise Physiol Lab, Av Erico Verissimo,701 Cidade Univ Zeferino Vaz, BR-13083851 Campinas, SP, Brazil
基金
巴西圣保罗研究基金会;
关键词
metabolic-profile; physical exercise; obesity; biomarkers; nuclear magnetic-resonance; metabolomics; HYDROXY-BETA-METHYLBUTYRATE; URINARY METABOLOME; PHYSICAL-ACTIVITY; OXIDATIVE STRESS; SKELETAL-MUSCLE; EXERCISE; RESISTANCE; INFLAMMATION; MECHANISMS; STRENGTH;
D O I
10.1021/acs.jproteome.6b00967
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Obesity is associated with comorbidities related to metabolic disorders due to excess of adipose tissue. Physical exercise has a major role in the prevention of obesity. Combined training (CT), in particular, has been shown to improve markers of health. In this study, we used H-1 NMR-based metabolomics to investigate changes in the metabolism of obese men after 24 weeks of CT. Twenty-two obese (body mass index 31 +/- 1.4 kg/m(2)), middle-aged men (48.2 +/- 6.1 years) were randomly assigned to a control group (CG, n = 11) or CT group (n = 11). The CT was performed three times a week (resistance and aerobic training) for 24 weeks. Blood samples were collected before and after experimental period. There was an improvement in body composition and physical fitness indices after CT training. Multivariate PCA and PLS-DA models showed a distinct separation between groups. Twenty metabolites with importance for projection (VIP) >1.0 were identified, and four were classified as best discriminators (tyrosine, 2-oxoisocaproate, histidine, pyruvate). Some metabolites were correlated with strength, VO2 peak, fat and lean body mass, waist circumference, and insulin. In conclusion, 24 weeks of CT was effective for functional improvements and metabolic changes in obese middle-aged men.
引用
收藏
页码:2151 / 2159
页数:9
相关论文
共 60 条
[1]  
[Anonymous], ANN MADAN POSTGRAD M
[2]  
BAECKE JAH, 1982, AM J CLIN NUTR, V36, P936
[3]   The Descriptive Epidemiology of Sitting A 20-Country Comparison Using the International Physical Activity Questionnaire (IPAQ) [J].
Bauman, Adrian ;
Ainsworth, Barbara E. ;
Sallis, James F. ;
Hagstromer, Maria ;
Craig, Cora L. ;
Bull, Fiona C. ;
Pratt, Michael ;
Venugopal, Kamalesh ;
Chau, Josephine ;
Sjostrom, Michael .
AMERICAN JOURNAL OF PREVENTIVE MEDICINE, 2011, 41 (02) :228-235
[4]   The Importance of A Priori Sample Size Estimation in Strength and Conditioning Research [J].
Beck, Travis W. .
JOURNAL OF STRENGTH AND CONDITIONING RESEARCH, 2013, 27 (08) :2323-2337
[5]   Metabolic profiling, metabolomic and metabonomic procedures for NMR spectroscopy of urine, plasma, serum and tissue extracts [J].
Beckonert, Olaf ;
Keun, Hector C. ;
Ebbels, Timothy M. D. ;
Bundy, Jacob G. ;
Holmes, Elaine ;
Lindon, John C. ;
Nicholson, Jeremy K. .
NATURE PROTOCOLS, 2007, 2 (11) :2692-2703
[6]   Metabolic time-course response after resistance exercise: A metabolomics approach [J].
Berton, Ricardo ;
Conceicao, Miguel S. ;
Libardi, Cleiton A. ;
Canevarolo, Rafael R. ;
Gaspari, Arthur F. ;
Chacon-Mikahil, Mara Patricia T. ;
Zeri, Ana C. ;
Cavaglieri, Claudia R. .
JOURNAL OF SPORTS SCIENCES, 2017, 35 (12) :1211-1218
[7]  
Brindle JT, 2002, NAT MED, V8, P1439, DOI 10.1038/nm802
[8]   Combined Training Reduces Subclinical Inflammation in Obese Middle-Age Men [J].
Brunelli, Diego T. ;
Chacon-Mikahil, Mara Patricia T. ;
Gaspari, Arthur F. ;
Lopes, Wendell Arthur ;
Bonganha, Valeria ;
Bonfante, Ivan Luiz P. ;
Bellotto, Maria Luisa ;
Libardi, Cleiton Augusto ;
Cavaglieri, Claudia Regina .
MEDICINE AND SCIENCE IN SPORTS AND EXERCISE, 2015, 47 (10) :2207-2215
[9]   A Study of the Effects of Exercise on the Urinary Metabolome Using Normalisation to Individual Metabolic Output [J].
Daskalaki, Evangelia ;
Blackburn, Gavin ;
Kalna, Gabriela ;
Zhang, Tong ;
Anthony, Nahoum ;
Watson, David G. .
METABOLITES, 2015, 5 (01) :119-139
[10]   Exercise Metabolism and the Molecular Regulation of Skeletal Muscle Adaptation [J].
Egan, Brendan ;
Zierath, Juleen R. .
CELL METABOLISM, 2013, 17 (02) :162-184