Network modules uncover mechanisms of skeletal muscle dysfunction in COPD patients

被引:17
|
作者
Tenyi, Akos [1 ,2 ]
Cano, Isaac [1 ,2 ]
Marabita, Francesco [3 ,4 ]
Kiani, Narsis [3 ,4 ]
Kalko, Susana G. [1 ,2 ,5 ]
Barreiro, Esther [2 ,6 ]
de Atauri, Pedro [7 ]
Cascante, Marta [7 ]
Gomez-Cabrero, David [3 ,4 ,8 ]
Roca, Josep [1 ,2 ]
机构
[1] Univ Barcelona, Hosp Clin Barcelona, Inst Invest Biomed August Pi & Sunyer IDIBAPS, Barcelona, Spain
[2] Ctr Biomed Network Res Resp Dis CIBERES, Madrid, Spain
[3] Karolinska Inst, Dept Med, Unit Computat Med, S-17177 Stockholm, Sweden
[4] Karolinska Inst, Ctr Mol Med, S-17177 Stockholm, Sweden
[5] Univ Barcelona, Hosp Clin, Bioinformat Core Facil, IDIBAPS CEK, Barcelona, Spain
[6] Univ Pompeu Fabra, Muscle & Resp Syst Res Unit, IMIM Hosp Mar, Dept Pulmonol,PRBB, Barcelona, Spain
[7] Univ Barcelona, Fac Biol IBUB, Dept Bioquim & Biol Mol, E-08028 Barcelona, Spain
[8] Kings Coll London, Inst Dent, Mucosal & Salivary Biol Div, London SE1 9RT, England
来源
JOURNAL OF TRANSLATIONAL MEDICINE | 2018年 / 16卷
关键词
Gene modules; Chronic obstructive pulmonary disease; Exercise training; Systems medicine; Muscular weakness; OBSTRUCTIVE PULMONARY-DISEASE; BODY-MASS INDEX; CREATINE-KINASE; BIOLOGICAL NETWORKS; MAGNETIC-RESONANCE; OXIDATIVE STRESS; INTERFERON-GAMMA; LUNG-DISEASE; EXERCISE; MITOCHONDRIAL;
D O I
10.1186/s12967-018-1405-y
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
Background: Chronic obstructive pulmonary disease (COPD) patients often show skeletal muscle dysfunction that has a prominent negative impact on prognosis. The study aims to further explore underlying mechanisms of skeletal muscle dysfunction as a characteristic systemic effect of COPD, potentially modifiable with preventive interventions (i.e. muscle training). The research analyzes network module associated pathways and evaluates the findings using independent measurements. Methods: We characterized the transcriptionally active network modules of interacting proteins in the vastus lateralis of COPD patients (n = 15, FEV1 46 +/- 12% pred, age 68 +/- 7 years) and healthy sedentary controls (n = 12, age 65 +/- 9 years), at rest and after an 8-week endurance training program. Network modules were functionally evaluated using experimental data derived from the same study groups. Results: At baseline, we identified four COPD specific network modules indicating abnormalities in creatinine metabolism, calcium homeostasis, oxidative stress and inflammatory responses, showing statistically significant associations with exercise capacity (VO2 peak, Watts peak, BODE index and blood lactate levels) (P < 0.05 each), but not with lung function (FEV1). Training-induced network modules displayed marked differences between COPD and controls. Healthy subjects specific training adaptations were significantly associated with cell bioenergetics (P < 0.05) which, in turn, showed strong relationships with training-induced plasma metabolomic changes; whereas, effects of training in COPD were constrained to muscle remodeling. Conclusion: In summary, altered muscle bioenergetics appears as the most striking finding, potentially driving other abnormal skeletal muscle responses.
引用
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页数:12
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