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The Association Between the CALLY Index and All-Cause Mortality in Patients with COPD: Results from the Cohort Study of NHANES 2007–2010

Yu Ding, Yuxia Liu, Jianjian Yu, Cheng-Sen Cai, Lina Fu, Jie Zhu, Sheng Yang, Yu Jiang et al.

International Journal of COPD, 2025

1,048 participants · 27 citations

Abstract

Purpose 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. Methods 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). Results 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…

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