1. Establishment and Validation of Nomogram Based on Combination of Pretreatment C-Reactive Protein/Albumin Ratio–EBV DNA Grade in Nasopharyngeal Carcinoma Patients Who Received Concurrent Chemoradiotherapy
- Author
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Zhongyu Yuan, Wen Wen, Xiwen Bi, Xin Hua, Chenge Song, Jia Jia Huang, Wen Xia, and Zhangzan Huang
- Subjects
0301 basic medicine ,Oncology ,medicine.medical_specialty ,Cancer Research ,Multivariate analysis ,survival ,Metastasis ,nomogram ,03 medical and health sciences ,0302 clinical medicine ,Internal medicine ,medicine ,RC254-282 ,Original Research ,biology ,Receiver operating characteristic ,business.industry ,nasopharyngeal carcinoma ,C-reactive protein ,Univariate ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,Nomogram ,medicine.disease ,CAR ,Epstein-Barr virus DNA ,030104 developmental biology ,C-E grade ,Nasopharyngeal carcinoma ,030220 oncology & carcinogenesis ,Cohort ,biology.protein ,business - Abstract
BackgroundA higher ratio of pretreatment C-reactive protein/albumin ratio (CAR) is associated with poor prognosis in nasopharyngeal carcinoma (NPC), and Epstein–Barr virus (EBV) DNA level is known to not only participate in the occurrence of nasopharyngeal carcinoma but also affect the development and prognosis of the disease. Herein, we proposed that a combination of both these markers could improve the predictive prognostic ability.MethodsIn all, 842 NPC patients who received concurrent chemoradiotherapy (CCRT) were entered in this study. We collected all patients’ blood samples and EBV DNA copy numbers within one week before any treatment. Receiver operating characteristic (ROC) curve was used to determine the optimal cut-off. We employed the Kaplan–Meier method for survival analyses and the univariate and multivariate analyses (Cox proportional hazards regression model) for statistical analysis. A nomogram was constructed based on multivariate analyses results of the validation set. The model was internally validated using 1000 bootstrap samples to avoid overfitting. Another validation of 10-fold cross-validation was also applied. Calibration curves and concordance index (C-index) were calculated to determine predictive and discriminatory capacity.ResultsIn the whole cohort, we observed that higher CAR, EBV DNA level, and CAR-EBV DNA (C-E) grade were associated with shorter overall survival (OS) and distant metastasis-free survival (DMFS) (all PConclusionC-E grade was confirmed as an independent prognostic predictor in patients with NPC who received CCRT. Higher level of pretreatment C-E grade could signify a higher risk of metastasis and shorter OS. The prognostic nomogram based on C-E grade was dependable in nasopharyngeal carcinoma patients.
- Published
- 2021