Skeletal Muscle Gene Expression Signatures of Obese High and Low Responders to Endurance Exercise Training

被引:2
作者
Kovac, Leona [1 ,2 ,3 ]
Goj, Thomas [2 ,4 ]
Ouni, Meriem [1 ,2 ]
Irmler, Martin [6 ]
Jaehnert, Markus [1 ,2 ]
Beckers, Johannes [2 ,6 ,7 ]
De Angelis, Martin Hrabe [2 ,6 ,7 ]
Peter, Andreas [2 ,4 ,5 ]
Moller, Anja [2 ,5 ,8 ]
Birkenfeld, Andreas L. [2 ,5 ,8 ]
Weigert, Cora [2 ,4 ,5 ]
Schuermann, Annette [1 ,2 ,9 ]
机构
[1] German Inst Human Nutr Potsdam Rehbruecke DIfE, Dept Expt Diabetol, Arthur Scheunert Allee 114-116, D-14558 Nuthetal, Germany
[2] German Ctr Diabet Res DZD eV, D-85764 Neuherberg, Germany
[3] Univ Potsdam, Fac Hlth Sci Brandenburg, Res Grp Mol & Clin Life Sci Metab Dis, D-14469 Brandenburg, Germany
[4] Univ Hosp Tubingen, Inst Clin Chem & Pathobiochem, Dept Diagnost Lab Med, D-72076 Tubingen, Germany
[5] Univ Tubingen, Helmholtz Zentrum Munchen, Inst Diabet Res & Metab Dis, D-72076 Tubingen, Germany
[6] Helmholtz Zentrum Munchen, Inst Expt Genet, D-85764 Neuherberg, Germany
[7] Tech Univ Munich, Chair Expt Genet, Sch Life Sci, D-85764 Freising Weihenstephan, Germany
[8] Univ Hosp Tubingen, Dept Internal Med 4, D-72076 Tubingen, Germany
[9] Univ Potsdam, Inst Nutr Sci, D-14558 Nuthetal, Germany
关键词
obesity; exercise; responders; LASSO; gene expression; DNA methylation;
D O I
10.1210/clinem/dgad677
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Context Exercise training is known to improve glucose tolerance and reverse insulin resistance in people with obesity. However, some individuals fail to improve or even decline in their clinical traits following exercise intervention.Objective This study focused on gene expression and DNA methylation signatures in skeletal muscle of low (LRE) and high responders (RES) to 8 weeks of supervised endurance training.Methods We performed skeletal muscle gene expression and DNA methylation analyses in LRE and RES before and after exercise intervention. Additionally, we applied the least absolute shrinkage and selection operator (LASSO) approach to identify predictive marker genes of exercise outcome.Results We show that the two groups differ markedly already before the intervention. RES were characterized by lower expression of genes involved in DNA replication and repair, and higher expression of extracellular matrix (ECM) components. The LASSO approach identified several novel candidates (eg, ZCWPW2, FOXRED1, STK40) that have not been previously described in the context of obesity and exercise response. Following the intervention, LRE reacted with expression changes of genes related to inflammation and apoptosis, RES with genes related to mitochondrial function. LRE exhibited significantly higher expression of ECM components compared to RES, suggesting improper remodeling and potential negative effects on insulin sensitivity. Between 45% and 70% of differences in gene expression could be linked to differences in DNA methylation.Conclusion Together, our data offer an insight into molecular mechanisms underlying differences in response to exercise and provide potential novel markers for the success of intervention.
引用
收藏
页码:1318 / 1327
页数:10
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