Department of Gastrointestinal Surgery, Department of Clinical Nutrition, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, China.
National Clinical Research Center for Geriatric Diseases, Xuanwu Hospital, Capital Medical University, Beijing, 100053, China.
Support Care Cancer. 2023 Aug 23;31(9):533. doi: 10.1007/s00520-023-07997-9.
The C-reactive protein-albumin-lymphocyte (CALLY) index is a new index related to inflammation, immunity, and nutrition. We investigated whether it can predict the prognosis of patients with non-small cell lung cancer (NSCLC) and developed a prognostic model including CALLY index.
Data from patients with NSCLC who were followed up in the INSCOC database from May 2013 to December 2018 were retrospectively analyzed. Simple random sampling by splitting these patients into training (n = 1307) and validation cohorts (n = 557) resulted in a sample size ratio of 7:3. Using the results of COX regression analysis of the training cohort, a nomogram model for predicting 3- and 5-year overall survival (OS) was established and validated internally. The calibration and clinical decision curve were used to evaluate the prediction accuracy and clinical application ability of the nomogram and compared with the TNM staging system for lung cancer.
Sex, TNM stage, surgical treatment, BMI, CALLY, and HGS were independent risk factors for the prognosis of NSCLC patients. The OS of NSCLC patients with a low CALLY index score was significantly worse than that of patients with a high CALLY index (P < 0.001). The CALLY-based nomogram had a good predictive prognostic power, with a C-index of 0.697. Compared with the traditional TNM staging system, our prognostic nomogram had better resolution and accuracy in predicting the 3-year and 5-year OS. Decision curve analysis showed that this prognostic model has a clinical application value.
The CALLY index is a valuable biomarker for evaluating the prognosis of patients with lung cancer. The nomogram based on the CALLY index is highly effective in predicting OS in patients with NSCLC. The results of this study provide a reference tool for clinicians to guide the personalized treatment of patients with lung cancer.
C 反应蛋白-白蛋白-淋巴细胞(CALLY)指数是一种与炎症、免疫和营养相关的新指标。我们研究了它是否可以预测非小细胞肺癌(NSCLC)患者的预后,并开发了一个包含 CALLY 指数的预后模型。
回顾性分析了 2013 年 5 月至 2018 年 12 月在 INSCOC 数据库中接受随访的 NSCLC 患者的数据。通过将这些患者分为训练队列(n=1307)和验证队列(n=557)进行简单随机抽样,得到了样本大小为 7:3 的比例。利用训练队列 COX 回归分析的结果,建立并内部验证了用于预测 3 年和 5 年总生存率(OS)的列线图模型。校准和临床决策曲线用于评估列线图的预测准确性和临床应用能力,并与肺癌的 TNM 分期系统进行比较。
性别、TNM 分期、手术治疗、BMI、CALLY 和 HGS 是 NSCLC 患者预后的独立危险因素。低 CALLY 指数评分的 NSCLC 患者的 OS 明显差于高 CALLY 指数评分的患者(P<0.001)。基于 CALLY 的列线图具有良好的预测预后能力,C 指数为 0.697。与传统的 TNM 分期系统相比,我们的预后列线图在预测 3 年和 5 年 OS 方面具有更好的分辨率和准确性。决策曲线分析表明,该预后模型具有临床应用价值。
CALLY 指数是评估肺癌患者预后的有价值的生物标志物。基于 CALLY 指数的列线图在预测 NSCLC 患者 OS 方面非常有效。本研究的结果为临床医生提供了一种指导肺癌患者个体化治疗的参考工具。