A prognostic nomogram for patients with III-IV nasopharyngeal carcinoma based on dynamic changes in the inflammatory and nutrition index

被引:1
作者
Cheng, Guangyi [1 ,2 ]
Yuan, Shiwang [3 ]
Wang, Jiang [1 ,2 ]
Deng, Sijia [1 ,2 ]
Wu, Yang [2 ]
Wang, Yuyan [1 ,2 ]
Shen, Yu [1 ,2 ]
Li, Liantao [1 ,2 ]
机构
[1] Xuzhou Med Univ, Sch Clin Med 1, 9 Kunpeng Rd, Xuzhou, Jiangsu, Peoples R China
[2] Xuzhou Med Univ, Ctr Clin Oncol, Affiliated Hosp, Xuzhou, Jiangsu, Peoples R China
[3] Nanjing Med Univ, Dept Ophthalmol, Affiliated Wuxi Peoples Hosp, Wuxi, Peoples R China
基金
中国博士后科学基金;
关键词
III-IVA Nasopharyngeal carcinoma; Relapse and metastasis; Dynamic changes; Inflammatory and nutritional index; Prognosis; CANCER; LYMPHOPENIA; SURVIVAL; RADIOTHERAPY; ALBUMIN;
D O I
10.1007/s12094-024-03781-1
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
BackgroundThe purpose of the study was to explore the value of dynamic changes in inflammatory and nutritional index after comprehensive treatment in patients with stage III-IVA nasopharyngeal carcinoma (NPC). A prognostic model was also established and validated for progression-free survival (PFS) of patients.MethodsWe retrospectively selected 279 NPC patients with stage III-IVA. Their general clinical data and hematological index were collected and then calculated the changes during treatment. X-tile software was used to determine the optimal cut-off value. COX regression, Lasso method, and Boruta method were used to variable selection and model establishment. Using the bootstrap internal validation method, concordance index (C-index), calibration plot, and Kaplan-Meier curves were used to evaluate the model. To test the prognostic value of the model, we have also evaluated the performance of the nomogram against a conventional tumor metastasis staging system (TNM).ResultsMultivariable COX regression analysis demonstrated that clinical staging, delta lymphocyte, delta monocyte, delta albumin, delta platelet-to-lymphocyte ratio and delta systemic immune inflammation index were related to the PFS of NPC patients. The C-index of the model was 0.712, and the calibration curve indicated that the model had good consistency. The C-index of the TNM staging system was 0.597, which was considerably lower compared to our model (P = 0.015).ConclusionWe demonstrated the predictive value of dynamic changes in inflammatory and nutritional indices for the prognosis of NPC by successfully establishing and validating a prognostic model for predicting 1- and 3-year PFS after comprehensive treatment in patients with stage III-IVA NPC.
引用
收藏
页码:2638 / 2650
页数:13
相关论文
共 52 条
[1]   Molecular Targeted Therapy in the Management of Recurrent and Metastatic Nasopharyngeal Carcinoma: A Comprehensive Literature Review [J].
Almobarak, Abdulaziz A. ;
Jebreel, Alaeddin B. ;
Abu-Zaid, Ahmed .
CUREUS JOURNAL OF MEDICAL SCIENCE, 2019, 11 (03)
[2]   Preoperative carcinoembryonic antigen and albumin in predicting survival in patients with colon and rectal carcinomas [J].
Boonpipattanapong, Teeranut ;
Chewatanakornkul, Siripong .
JOURNAL OF CLINICAL GASTROENTEROLOGY, 2006, 40 (07) :592-595
[3]   Global cancer statistics 2022: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries [J].
Bray, Freddie ;
Laversanne, Mathieu ;
Sung, Hyuna ;
Ferlay, Jacques ;
Siegel, Rebecca L. ;
Soerjomataram, Isabelle ;
Jemal, Ahmedin .
CA-A CANCER JOURNAL FOR CLINICIANS, 2024, 74 (03) :229-263
[4]   The Neutrophil [J].
Burn, Garth Lawrence ;
Foti, Alessandro ;
Marsman, Gerben ;
Patel, Dhiren Ferise ;
Zychlinsky, Arturo .
IMMUNITY, 2021, 54 (07) :1377-1391
[5]  
Camp Robert L, 2004, Clin Cancer Res, V10, P7252
[6]   Cancer Statistics in China, 2015 [J].
Chen, Wanqing ;
Zheng, Rongshou ;
Baade, Peter D. ;
Zhang, Siwei ;
Zeng, Hongmei ;
Bray, Freddie ;
Jemal, Ahmedin ;
Yu, Xue Qin ;
He, Jie .
CA-A CANCER JOURNAL FOR CLINICIANS, 2016, 66 (02) :115-132
[7]   Nasopharyngeal carcinoma [J].
Chen, Yu-Pei ;
Chan, Anthony T. C. ;
Quynh-Thu Le ;
Blanchard, Pierre ;
Sun, Ying ;
Ma, Jun .
LANCET, 2019, 394 (10192) :64-80
[8]   Prognostic Factors for Overall Survival in Nasopharyngeal Cancer and Implication for TNM Staging by UICC: A Systematic Review of the Literature [J].
Chiang, Chi Leung ;
Guo, Qiaojuan ;
Ng, Wai Tong ;
Lin, Shaojun ;
Ma, Tiffany Sze Wai ;
Xu, Zhiyuan ;
Xiao, Youping ;
Li, Jishi ;
Lu, Tianzhu ;
Choi, Horace Cheuk Wai ;
Chen, Wenqi ;
Chau, Eric Sze Chun ;
Luk, Peter Ho Yin ;
Huang, Shao Hui ;
O'Sullivan, Brian ;
Pan, Jianji ;
Lee, Anne Wing Mui .
FRONTIERS IN ONCOLOGY, 2021, 11
[9]   Staging of T2 and T3 nasopharyngeal carcinoma: Proposed modifications for improving the current AJCC staging system [J].
Cui, Chunyan ;
Li, Haojiang ;
Ma, Huali ;
Dong, Annan ;
Xie, Fei ;
Liang, Shaobo ;
Li, Li ;
Zhou, Jian ;
Xie, Chuanbo ;
Yan, Yue ;
Liu, Lizhi .
CANCER MEDICINE, 2020, 9 (20) :7572-7579
[10]   Association of Systemic Inflammation Index and Body Mass Index with Survival in Patients with Renal Cell Cancer Treated with Nivolumab [J].
De Giorgi, Ugo ;
Procopio, Giuseppe ;
Giannarelli, Diana ;
Sabbatini, Roberto ;
Bearz, Alessandra ;
Buti, Sebastiano ;
Basso, Umberto ;
Mitterer, Manfred ;
Ortega, Cinzia ;
Bidoli, Paolo ;
Ferrau, Francesco ;
Crino, Lucio ;
Frassoldati, Antonio ;
Marchetti, Paolo ;
Mini, Enrico ;
Scoppola, Alessandro ;
Verusio, Claudio ;
Fornarini, Giuseppe ;
Carteni, Giacomo ;
Caserta, Claudia ;
Sternberg, Cora N. .
CLINICAL CANCER RESEARCH, 2019, 25 (13) :3839-3846