Guo Claire J, Godbole Suneeta, Labaki Wassim W, Pratte Katherine A, Curtis Jeffrey L, Paine Robert, Hoffman Eric, Han Meilan, Ohar Jill, Cooper Christopher, Kechris Katerina J, DeMeo Dawn L, Bowler Russell P
Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA.
Division of Pulmonary and Critical Care Medicine, University of Michigan, Ann Arbor, MI 48109, USA.
Metabolites. 2024 Nov 21;14(12):647. doi: 10.3390/metabo14120647.
BACKGROUND/OBJECTIVES: Both aging and chronic obstructive pulmonary disease (COPD) are strongly associated with changes in the metabolome; however, it is unknown whether there are common aging/COPD metabolomic signatures and if accelerated aging is associated with COPD.
Plasma from 5704 subjects from the Genetic Epidemiology of COPD study (COPDGene) and 2449 subjects from Subpopulations and intermediate outcome measures in COPD study (SPIROMICS) were profiled using the Metabolon global metabolomics platform (1013 annotated metabolites). Post-bronchodilator spirometry measures of airflow obstruction (forced expiratory volume at one second (FEV)/forced vital capacity (FVC) < 0.7) were used to define COPD. Elastic net regression was trained on never and former smokers with normal spirometry and no emphysema to create a metabolomic age score which was validated in SPIROMICS subjects.
Our metabolic age score was strongly associated with chronic age in the validation cohort (correlation coefficient = 0.8). COPD subjects with accelerated aging (>7 years difference between metabolic and actual age) had more severe disease compared with those who had decelerated aging (<-7 years difference between metabolic and actual age). COPD and aging metabolites were shared more than expected ( < 0.001), with amino acid and glutathione metabolism among pathways overrepresented.
These findings suggest a common mechanism between aging and COPD and that COPD is associated with accelerated metabolic aging.
背景/目的:衰老和慢性阻塞性肺疾病(COPD)均与代谢组变化密切相关;然而,尚不清楚衰老/COPD是否存在共同的代谢组学特征,以及加速衰老是否与COPD相关。
使用Metabolon全球代谢组学平台(1013种注释代谢物)对慢性阻塞性肺疾病基因研究(COPDGene)中5704名受试者和慢性阻塞性肺疾病亚组及中间结局指标研究(SPIROMICS)中2449名受试者的血浆进行分析。使用支气管扩张剂后气流阻塞的肺量计测量值(一秒用力呼气量(FEV)/用力肺活量(FVC)<0.7)来定义COPD。弹性网络回归在肺活量测定正常且无肺气肿的从不吸烟者和既往吸烟者中进行训练,以创建代谢组年龄评分,并在SPIROMICS受试者中进行验证。
我们的代谢年龄评分与验证队列中的实际年龄密切相关(相关系数=0.8)。与衰老减速者(代谢年龄与实际年龄相差<-7岁)相比,衰老加速(代谢年龄与实际年龄相差>7岁)的COPD受试者疾病更严重。COPD和衰老的代谢物共享比预期更多(<0.001),氨基酸和谷胱甘肽代谢在过度表达的通路中。
这些发现表明衰老和COPD之间存在共同机制,且COPD与代谢衰老加速相关。