Zhou Jiaji, Du Wenyi, Huang Hanzhou, Chen Yongqi, Chen Leyan, Zheng Mingfeng
Department of Thoracic Surgery, The Affiliated Wuxi People's Hospital of Nanjing Medical University, Wuxi, China.
Wuxi Medical Center, Affiliated With Nanjing Medical University, Wuxi, China.
Front Med (Lausanne). 2025 Apr 17;12:1535415. doi: 10.3389/fmed.2025.1535415. eCollection 2025.
Chronic obstructive pulmonary disease (COPD) is marked by restrictions on airflow, leading to a gradual and irreversible reduction in lung function. This study assessed the predictive value of hematological inflammatory biomarkers, specifically the C-reactive protein-albumin-lymphocyte (CALLY) index and the C-reactive protein to lymphocyte ratio (CLR), for determining COPD risk in United States adults aged 40 and above.
Data were sourced from the National Health and Nutrition Examination Survey (NHANES) covering the period from 2017 to March 2020. The relationship between inflammatory markers, including the CALLY index, CLR, and their components, and COPD was assessed using multivariate logistic regression. Subgroup analyses explored the relationship between the CALLY index, CLR, and COPD, while restricted cubic spline (RCS) analyses evaluated potential non-linearity. The predictive performance of these biomarkers for COPD risk was assessed using receiver operating characteristic (ROC) curve analysis.
After controlling for confounders, for every one-unit increase in the CALLY index (converted to natural logarithm), the prevalence of COPD decreased by 19% (OR = 0.81, 95% CI: 0.71-0.92, = 0.001). Conversely, for every one-unit increase in the CLR (converted to natural logarithm), the prevalence of COPD increased by 23% (OR = 1.23, 95% CI: 1.08-1.40, < 0.001). The linear negative correlation between the CALLY index and COPD was demonstrated by using RCS curves, while the CLR exhibited a positive association. After being fully adjusted, both the CALLY index and the CLR yielded an adjusted area under the curve (AUC) of 0.831 for predicting the risk of COPD, demonstrating excellent predictive capability.
The study identifies a linear negative relationship between the CALLY index and COPD, unaffected by potential confounders. A higher CLR is linked to an elevated risk of COPD development. Both the CALLY index and CLR were superior in predicting the risk of developing COPD. Our findings emphasize that the CALLY index and CLR may be a new inflammatory early warning biomarker for COPD.
慢性阻塞性肺疾病(COPD)的特征是气流受限,导致肺功能逐渐且不可逆转地下降。本研究评估了血液学炎症生物标志物,特别是C反应蛋白-白蛋白-淋巴细胞(CALLY)指数和C反应蛋白与淋巴细胞比值(CLR),对美国40岁及以上成年人COPD风险的预测价值。
数据来源于2017年至2020年3月的国家健康与营养检查调查(NHANES)。使用多变量逻辑回归评估包括CALLY指数、CLR及其组成成分在内的炎症标志物与COPD之间的关系。亚组分析探讨了CALLY指数、CLR与COPD之间的关系,而受限立方样条(RCS)分析评估了潜在的非线性关系。使用受试者工作特征(ROC)曲线分析评估这些生物标志物对COPD风险的预测性能。
在控制混杂因素后,CALLY指数每增加一个单位(转换为自然对数),COPD患病率下降19%(OR = 0.81,95% CI:0.71 - 0.92,P = 0.001)。相反,CLR每增加一个单位(转换为自然对数),COPD患病率增加23%(OR = 1.23,95% CI:1.08 - 1.40,P < 0.001)。RCS曲线显示CALLY指数与COPD呈线性负相关,而CLR呈正相关。经过充分调整后,CALLY指数和CLR预测COPD风险的调整后曲线下面积(AUC)均为0.831,显示出优异的预测能力。
该研究确定了CALLY指数与COPD之间存在线性负相关关系,不受潜在混杂因素影响。较高的CLR与COPD发生风险升高相关。CALLY指数和CLR在预测COPD发生风险方面均表现出色。我们的研究结果强调,CALLY指数和CLR可能是COPD新的炎症早期预警生物标志物。