Gou Ruoyu, Chang Xiaoyu, Dou Danni, Meng Xin, Hou Ling, Zhu Lingqin, Tuo Wei, Li Guanghua
School of Public Health, Ningxia Medical University, Yinchuan, China.
School of Basic Medical Sciences, Ningxia Medical University, Yinchuan, China.
Front Endocrinol (Lausanne). 2025 Apr 4;16:1539550. doi: 10.3389/fendo.2025.1539550. eCollection 2025.
Chronic Obstructive Pulmonary Disease (COPD) is a major global health concern, with lifestyle factors playing a crucial role in its prevention. This study aims to explore the relationship between Life's Crucial 9 (lc9) scores and COPD odds, and to assess the mediating potential of lean body mass (LBM) in this association.
This study used cross-sectional study to assess the association between lc9 score and COPD using data from the National Health and Nutrition Examination Survey (NHANES) from 2007 to 2020. Weighted multivariate regression analyses were performed to examine lc9 score on the odds of COPD after adjusting for confounders. The models were adjusted for age, gender, race/ethnicity, Marital status, education level, Family income-to-poverty ratio, LBM and Alcohol consumption status. The discrimination ability of lc9 on COPD odds was evaluated using (ROC) curve. Mediation analysis was used to investigate the mediating potential of LBM between lc9 and COPD odds. Subgroup analyses and interaction assessments were also performed.
In Model 2, the results showed that for every 10-point change in the lc9 score, the odds of developing COPD decreased. The OR (95% CI) in the Moderate and High groups were OR = 0.37; 95% CI: 0.23, 0.59 and OR = 0.16; 95% CI: 0.09, 0.27 ( < 0.001), respectively. In addition, the results for quartile subgroups were Q3, OR = 0.58; 95% CI: 0.42, 0.81), Q4, OR = 0.24; 95% CI: 0.16, 0.36) and < 0.001. This relationship was consistent across the total population, subgroup analyses, and sensitivity analyses. There was a nonlinear relationship between lc9 score and odds of COPD ( = 0.022). The lc9 reduced the odds of COPD by increasing LBM. The lc9 is an suggestive predictor of COPD odds association.
Higher LC9 scores, particularly when accompanied by increased LBM levels, showed significant associations with reduced COPD risk in cross-sectional analyses.
慢性阻塞性肺疾病(COPD)是全球主要的健康问题,生活方式因素在其预防中起着关键作用。本研究旨在探讨生命关键9分(lc9)评分与患COPD几率之间的关系,并评估瘦体重(LBM)在这种关联中的中介作用。
本研究采用横断面研究,利用2007年至2020年美国国家健康与营养检查调查(NHANES)的数据评估lc9评分与COPD之间的关联。进行加权多变量回归分析,以在调整混杂因素后检验lc9评分对患COPD几率的影响。模型对年龄、性别、种族/民族、婚姻状况、教育水平、家庭收入与贫困率、LBM和饮酒状况进行了调整。使用(ROC)曲线评估lc9对患COPD几率的判别能力。采用中介分析来研究LBM在lc9与患COPD几率之间的中介作用。还进行了亚组分析和交互作用评估。
在模型2中,结果显示lc9评分每变化10分,患COPD的几率就会降低。中等和高分组的OR(95%CI)分别为OR = 0.37;95%CI:0.23,0.59和OR = 0.16;95%CI:0.09,0.27(<0.001)。此外,四分位数亚组的结果为Q3,OR = 0.58;95%CI:0.42,0.81),Q4,OR = 0.24;95%CI:0.16,0.36)且<0.001。这种关系在总人群、亚组分析和敏感性分析中是一致的。lc9评分与患COPD几率之间存在非线性关系(= 0.022)。lc9通过增加LBM降低了患COPD的几率。lc9是患COPD几率关联的一个提示性预测指标。
在横断面分析中,较高的lc9评分,特别是伴有LBM水平升高时,与降低的COPD风险显著相关。