Adami Alessandra, Duan Fenghai, Calmelat Robert A, Chen Zeyu, Casaburi Richard, Rossiter Harry B
Department of Kinesiology, College of Health Sciences, University of Rhode Island, Kingston, RI, USA.
Department of Biostatistics and Center for Statistical Sciences, Brown University School of Public Health, Providence, RI, USA.
medRxiv. 2025 Jan 29:2025.01.28.25321301. doi: 10.1101/2025.01.28.25321301.
Low muscle oxidative capacity is an extrapulmonary manifestation of chronic obstructive pulmonary disease (COPD) with unclear etiology. We sought to determine clinical and behavioral features associated with muscle oxidative capacity in smokers with and without COPD and never smoker individuals.
243 adults enrolled in the , an observational study ancillary to COPDGene. G oxidative capacity was measured by near-infrared spectroscopy from muscle oxygen uptake recovery rate constant (). Physical activity by accelerometry (vector magnitude units, VMU/min). Pulmonary assessments included spirometry (FEV%predicted), diffusing capacity (DL), and quantitative chest computed tomography (CT). Eighty-seven variables related to COPD features were considered. Variables selected by univariate analysis of log-transformed with p≤0.20, and filtered by machine learning, were entered into multivariable linear regression to determine association with .
241(99%) participants were allocated to analysis. FEV%predicted, DL, CT, pack-years, age and VMU/min were among 24 variables selected by univariate analysis. After machine learning filtering on 161(66%) cases with complete data, 11 variables were included in multivariable analysis. Only FEV%predicted, age and race were significantly associated with (R=0.26). Model coefficients equate a 10% lower FEV%predicted to a 4.4% lower , or 10-years of aging to a 9.7% lower . In 118 cases with CT available, FEV%predicted and age remained associated with (R=0.24). Physical activity was not retained in any model.
Locomotor muscle oxidative capacity was positively associated with FEV%predicted and negatively associated with age. Physical activity or radiographic COPD manifestations were not significantly associated with muscle oxidative impairment.
肌肉氧化能力低下是慢性阻塞性肺疾病(COPD)的一种肺外表现,其病因尚不清楚。我们试图确定患有和未患有COPD的吸烟者以及从不吸烟者中与肌肉氧化能力相关的临床和行为特征。
243名成年人参与了一项作为COPDGene辅助研究的观察性研究。通过近红外光谱法从肌肉氧摄取恢复率常数()测量氧化能力。通过加速度计测量身体活动(矢量大小单位,VMU/分钟)。肺部评估包括肺活量测定(FEV%预测值)、弥散能力(DL)和定量胸部计算机断层扫描(CT)。考虑了87个与COPD特征相关的变量。通过对log转换后的进行单变量分析且p≤0.20选择的变量,并经过机器学习筛选后,纳入多变量线性回归以确定与的关联。
241名(99%)参与者被纳入分析。FEV%预测值、DL、CT、吸烟包年数、年龄和VMU/分钟是单变量分析中选择的24个变量之一。在对161例(66%)有完整数据的病例进行机器学习筛选后,11个变量被纳入多变量分析。只有FEV%预测值、年龄和种族与显著相关(R=0.26)。模型系数表明,FEV%预测值降低10%相当于降低4.4%,或年龄增加10岁相当于降低9.7%。在118例有CT数据的病例中,FEV%预测值和年龄仍与相关(R=0.24)。身体活动在任何模型中均未保留。
运动肌肉氧化能力与FEV%预测值呈正相关,与年龄呈负相关。身体活动或COPD的影像学表现与肌肉氧化损伤无显著关联。