Development and Validation of a Prognostic Nomogram for Hypopharyngeal Carcinoma

被引:22
作者
Tian, Shu [1 ,3 ]
Li, Qin [2 ,4 ]
Li, Ruichen [3 ]
Chen, Xinyu [1 ,2 ]
Tao, Zhonghua [1 ,2 ]
Gong, Hongli [5 ]
Wang, Xiaoshen [3 ]
Hu, Xichun [1 ,2 ]
机构
[1] Fudan Univ, Dept Med Oncol, Shanghai Canc Ctr, Shanghai, Peoples R China
[2] Fudan Univ, Dept Oncol, Shanghai Med Coll, Shanghai, Peoples R China
[3] Fudan Univ, Dept Radiat Oncol, Eye Ear Nose & Throat Hosp, Shanghai, Peoples R China
[4] Fudan Univ, Shanghai Canc Ctr, Key Lab Med Epigenet & Metab, Inst Biomed Sci, Shanghai, Peoples R China
[5] Fudan Univ, Shanghai Key Clin Disciplines Otorhinolaryngol, Dept Otolaryngol, Eye Ear Nose & Throat Hosp, Shanghai, Peoples R China
关键词
hypopharyngeal carcinoma; nomogram; radiotherapy; surgery; prognosis; survival analysis; CANCER; SURVIVAL; TRENDS;
D O I
10.3389/fonc.2021.696952
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Hypopharyngeal squamous-cell carcinoma (HSCC) is a relatively rare head and neck cancer, with great variation in patient outcomes. This study aimed to develop a prognostic nomogram for patients with HSCC. From the Surveillance, Epidemiology, and End Results (SEER) database, we retrieved the clinical data of 2198 patients diagnosed with HSCC between 2010 and 2016. The patients were randomly assigned at a 4:1 ratio to the training set or the validation set. An external validation was performed by a set of 233 patients with locally advanced HSCC treated at our center. A Cox proportional hazards regression model was used to assess the relationship between each variable and overall survival (OS). Cox multivariate regression analysis was performed, and the results were used to develop a prognostic nomogram. The calibration curve and concordance index (C-index) were used to evaluate the accuracy of the prognostic nomogram. With a median overall follow-up time of 41 months (interquartile range: 20 to 61), the median OS for the entire cohort of SEER database was 24 months. The 3-year and 5-year OS rates were 41.3% and 32.5%, respectively. The Cox multivariate regression analysis of the training set showed that age, marital status, race, T stage, N stage, M stage, TNM stage, local treatment, and chemotherapy were correlated with OS. The nomogram showed a superior C-index over TNM stage (training set: 0.718 vs 0.627; validation set: 0.708 vs 0.598; external validation set: 0.709 vs 0.597), and the calibration curve showed a high level of concordance between the predicted OS and the actual OS. The nomogram provides a relatively accurate and applicable prediction of the survival outcome of patients with HSCC.
引用
收藏
页数:10
相关论文
共 20 条
[1]   Nomograms in oncology: more than meets the eye [J].
Balachandran, Vinod P. ;
Gonen, Mithat ;
Smith, J. Joshua ;
DeMatteo, Ronald P. .
LANCET ONCOLOGY, 2015, 16 (04) :E173-E180
[2]   NATIONAL CANCER DATABASE REPORT ON CANCER OF THE HEAD AND NECK: 10-YEAR UPDATE [J].
Cooper, Jay S. ;
Porter, Kim ;
Mallin, Katherine ;
Hoffman, Henry T. ;
Weber, Randal S. ;
Ang, Kian K. ;
Gay, E. Greer ;
Langer, Corey J. .
HEAD AND NECK-JOURNAL FOR THE SCIENCES AND SPECIALTIES OF THE HEAD AND NECK, 2009, 31 (06) :748-758
[3]  
de Bree Remco, 2019, Adv Otorhinolaryngol, V83, P76, DOI 10.1159/000492314
[4]  
Eckel Hans E, 2019, Adv Otorhinolaryngol, V83, P47, DOI 10.1159/000492308
[5]  
Edge StephenB., 2010, CANC STAGING MANUAL, Vseventh
[6]  
Greene F., 2002, Cancer staging handbook
[7]   A prognostic nomogram for predicting the long-term survival outcome of hypopharyngeal squamous cell carcinoma patients after tumour resection to assist the decision-making of postoperative adjuvant treatment [J].
Heng, Yu ;
Zhu, Xiaoke ;
Zhou, Liang ;
Zhang, Ming ;
Li, Ji ;
Tao, Lei .
EJSO, 2020, 46 (02) :245-251
[8]   Treatment sequence and survival in locoregionally advanced hypopharyngeal cancer: A surveillance, epidemiology, and end results-based study [J].
Hochfelder, Colleen G. ;
McGinn, Aileen P. ;
Mehta, Vikas ;
Castellucci, Enrico ;
Kabarriti, Rafi ;
Ow, Thomas J. .
LARYNGOSCOPE, 2020, 130 (11) :2611-2621
[9]   Hypopharyngeal cancer patient care evaluation [J].
Hoffman, HT ;
Karnell, LH ;
Shah, JP ;
Ariyan, S ;
Brown, S ;
Fee, WE ;
Glass, AG ;
Goepfert, H ;
Ossoff, RH ;
Fremgen, AM .
LARYNGOSCOPE, 1997, 107 (08) :1005-1017
[10]   How to build and interpret a nomogram for cancer prognosis [J].
Iasonos, Alexia ;
Schrag, Deborah ;
Raj, Ganesh V. ;
Panageas, Katherine S. .
JOURNAL OF CLINICAL ONCOLOGY, 2008, 26 (08) :1364-1370