Ding Yu, Liu Yuxia, Yu Jianjian, Cai Chengsen, Fu Lina, Zhu Jie, Yang Shengzhen, Jiang Yu, Wang Jun
The First Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, People's Republic of China.
Department of Pulmonary and Critical Care Medicine, The Second Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, People's Republic of China.
Int J Chron Obstruct Pulmon Dis. 2025 Jan 22;20:159-169. doi: 10.2147/COPD.S485036. eCollection 2025.
The C-reactive protein (CRP)-albumin-lymphocyte (CALLY) index is a newly developed biomarker that combines measurements of CRP, serum albumin, and lymphocyte count. This index provides a thorough assessment of a patient's inflammation level, nutritional condition, and immunological function. The objective of this study is to examine the correlation between the CALLY index and all-cause mortality in COPD patients.
We calculated the CALLY index using data from the National Health and Nutrition Examination Survey (NHANES) for the 2007-2008 and 2009-2010 cycles, extracted from the participants' peripheral blood samples. The study utilized Kaplan-Meier curves, restricted cubic spline (RCS) curves, and Cox regression analysis to evaluate the relationship between the CALLY index and the risk of all-cause mortality in COPD patients. To assess the predictive accuracy of the CALLY index, we calculated the area under the receiver operating characteristic (ROC) curve (AUC).
The study included 1,048 participants and found a significant negative correlation between the CALLY index and all-cause mortality in patients with COPD. The CALLY index was a major predictor of survival in COPD patients [fully adjusted model: in the 3rd quartile, HR = 1.61, 95% CI: 1.02-2.52, p = 0.039; in the 2nd quartile, HR = 2.11, 95% CI: 1.22-3.65, p = 0.008; in the 1st quartile, HR = 3.12, 95% CI: 2.00-4.85, p < 0.001]. The RCS curves demonstrated a non-linear association between the CALLY index and all-cause mortality in COPD patients. The areas under the curve (AUC) in predicting 5- and 10-year all-cause mortality were 0.693 and 0.656.
The CALLY index has a strong relationship with all-cause mortality in patients with COPD in the US and could serve as a prognostic biomarker for these patients.
C反应蛋白(CRP)-白蛋白-淋巴细胞(CALLY)指数是一种新开发的生物标志物,它结合了CRP、血清白蛋白和淋巴细胞计数的测量值。该指数全面评估了患者的炎症水平、营养状况和免疫功能。本研究的目的是检验CALLY指数与慢性阻塞性肺疾病(COPD)患者全因死亡率之间的相关性。
我们使用2007 - 2008年和2009 - 2010年国家健康与营养检查调查(NHANES)周期的数据计算CALLY指数,这些数据取自参与者的外周血样本。该研究利用Kaplan - Meier曲线、限制性立方样条(RCS)曲线和Cox回归分析来评估CALLY指数与COPD患者全因死亡风险之间的关系。为了评估CALLY指数的预测准确性,我们计算了受试者工作特征(ROC)曲线下面积(AUC)。
该研究纳入了1048名参与者,发现CALLY指数与COPD患者的全因死亡率之间存在显著的负相关。CALLY指数是COPD患者生存的主要预测指标[完全调整模型:在第三四分位数中,HR = 1.61,95%CI:1.02 - 2.52,p = 0.039;在第二四分位数中,HR = 2.11,95%CI:1.22 - 3.65,p = 0.008;在第一四分位数中,HR = 3.12,95%CI:2.00 - 4.85,p < 0.001]。RCS曲线显示CALLY指数与COPD患者的全因死亡率之间存在非线性关联。预测5年和10年全因死亡率的曲线下面积(AUC)分别为0.693和0.656。
CALLY指数与美国COPD患者的全因死亡率密切相关,可作为这些患者的预后生物标志物。