Xu Yifeng, Yan Zhaoqi, Li Keke, Liu Liangji, Xu Lei
School of Clinical Medicine, Jiangxi University of Chinese Medicine, Nanchang, Jiangxi, China.
Affiliated Hospital of Jiangxi University of Traditional Chinese Medicine, Nanchang, Jiangxi, China.
Front Nutr. 2024 Jul 16;11:1380791. doi: 10.3389/fnut.2024.1380791. eCollection 2024.
This study aims to use six nutrition-related indicators to assess the relationship between nutritional status and the risk of COPD as well as the all-cause mortality rate, and to determine the most reliable predictive indicators.
Data from the National Health and Nutrition Examination Survey (NHANES) spanning the years 2013 to 2018 were extracted. Nutritional status was evaluated using Controlling nutritional status (CONUT) score, Geriatric Nutritional Risk Index (GNRI), Advanced Lung Cancer Inflammation Index (ALI), Prognostic Nutritional Index (PNI), Triglycerides (TG) × Total Cholesterol (TC) × Body Weight (BW) Index (TCBI), and Albumin-to-Globulin Ratio (AGR) nutritional-related indicators. Multivariate weighted logistic and Cox regression models were employed to assess the correlation between the six nutritional-related indicators and the risk of COPD and as all-cause mortality. The restricted cubic spline tests were applied to explore potential nonlinear relationships, and ROC curves and C-index analyses were conducted to compare the predictive capabilities of different indicators. Stratified analysis and propensity score matching (PSM) to assess the robustness of the results.
In this study, Lower ALI, lower GNRI, and higher CONUT scores were positively correlated with an increased risk of COPD (OR: 1.77, 95% CI: 1.10-2.84) (OR: 8.66, 95% CI: 2.95-25.5), and (OR: 5.11, 95% CI: 1.72-15.2), respectively. It was found that ALI and GNRI had a non-linear relationship with the risk of COPD. After propensity score matching (PSM), the associations between ALI, GNRI, CONUT scores, and COPD remained consistent. Lower ALI, PNI, and GNRI scores were positively associated with all-cause mortality in COPD patients (HR: 2.41, 95% CI: 1.10-5.27), (HR: 3.76, 95% CI: 1.89-7.48), and (HR: 4.55, 95% CI: 1.30-15.9), respectively, with GNRI displaying a non-linear relationship with all-cause mortality. ROC curve and C-index analyses indicated that ALI had the best predictive ability for both COPD risk and all-cause mortality.
ALI, GNRI, and CONUT scores are correlated with the risk of COPD, while ALI, PNI, and GNRI scores are associated with all-cause mortality in COPD patients. Compared to other nutritional scores, ALI may provide more effective predictive value for both risk and all-cause mortality.
本研究旨在使用六个营养相关指标评估营养状况与慢性阻塞性肺疾病(COPD)风险以及全因死亡率之间的关系,并确定最可靠的预测指标。
提取了2013年至2018年美国国家健康与营养检查调查(NHANES)的数据。使用控制营养状况(CONUT)评分、老年营养风险指数(GNRI)、晚期肺癌炎症指数(ALI)、预后营养指数(PNI)、甘油三酯(TG)×总胆固醇(TC)×体重(BW)指数(TCBI)和白蛋白球蛋白比值(AGR)等营养相关指标评估营养状况。采用多变量加权逻辑回归和Cox回归模型评估六个营养相关指标与COPD风险以及全因死亡率之间的相关性。应用受限立方样条检验探索潜在的非线性关系,并进行ROC曲线和C指数分析以比较不同指标的预测能力。进行分层分析和倾向得分匹配(PSM)以评估结果的稳健性。
在本研究中,较低的ALI、较低的GNRI和较高的CONUT评分分别与COPD风险增加呈正相关(OR:1.77,95%CI:1.10 - 2.84)(OR:8.66,95%CI:2.95 - 25.5),以及(OR:5.11,95%CI:1.72 - 15.2)。发现ALI和GNRI与COPD风险存在非线性关系。倾向得分匹配(PSM)后,ALI、GNRI、CONUT评分与COPD之间的关联仍然一致。较低的ALI、PNI和GNRI评分分别与COPD患者的全因死亡率呈正相关(HR:2.41,95%CI:1.10 - 5.27),(HR:3.76,95%CI:1.89 - 7.48),以及(HR:4.55,95%CI:1.30 - 15.9),其中GNRI与全因死亡率呈现非线性关系。ROC曲线和C指数分析表明,ALI对COPD风险和全因死亡率均具有最佳预测能力。
ALI、GNRI和CONUT评分与COPD风险相关,而ALI、PNI和GNRI评分与COPD患者的全因死亡率相关。与其他营养评分相比,ALI可能为风险和全因死亡率提供更有效的预测价值。