Cargando…

The development of a nomogram to predict post-radiation necrosis in nasopharyngeal carcinoma patients: a large-scale cohort study

Objective: This study aimed to establish a nomogram to predict the risk of post-radiation necrosis in nasopharyngeal carcinoma (NPC) patients. Background: This study was performed to identify influencing factors for developing post-radiation necrosis, and to establish an effective nomogram model to...

Descripción completa

Detalles Bibliográficos
Autores principales: Li, Xiao-Yun, Sun, Xue-Song, Liu, Sai-Lan, Chen, Qiu-Yan, Guo, Shan-Shan, Liu, Li-Ting, Yan, Jin-Jie, Xie, Hao-Jun, Tang, Qing-Nan, Liang, Yu-Jing, Guo, Ling, Tang, Lin-Quan, Mai, Hai-Qiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6626898/
https://www.ncbi.nlm.nih.gov/pubmed/31372033
http://dx.doi.org/10.2147/CMAR.S197841
_version_ 1783434616034557952
author Li, Xiao-Yun
Sun, Xue-Song
Liu, Sai-Lan
Chen, Qiu-Yan
Guo, Shan-Shan
Liu, Li-Ting
Yan, Jin-Jie
Xie, Hao-Jun
Tang, Qing-Nan
Liang, Yu-Jing
Guo, Ling
Tang, Lin-Quan
Mai, Hai-Qiang
author_facet Li, Xiao-Yun
Sun, Xue-Song
Liu, Sai-Lan
Chen, Qiu-Yan
Guo, Shan-Shan
Liu, Li-Ting
Yan, Jin-Jie
Xie, Hao-Jun
Tang, Qing-Nan
Liang, Yu-Jing
Guo, Ling
Tang, Lin-Quan
Mai, Hai-Qiang
author_sort Li, Xiao-Yun
collection PubMed
description Objective: This study aimed to establish a nomogram to predict the risk of post-radiation necrosis in nasopharyngeal carcinoma (NPC) patients. Background: This study was performed to identify influencing factors for developing post-radiation necrosis, and to establish an effective nomogram model to predict individual risks in NPC patients. Methods: 7144 NPC patients receiving radical radiotherapy from 2007 to 2012 were involved in the study, and 207 of them developed nasopharyngeal necrosis (NPN). The clinical characteristics and baseline laboratory results were collected and analyzed. Independent predictive factors were selected using the Cox proportional model and incorporated into the nomogram. The receiver operating characteristic curve and the calibration curve were used to verify discrimination and calibration. Results: The experience of re-irradiation contributed most to the occurrence of NPN (HR, 15.56, 95% CI 10.84–22.35, p<0.001). Clinical factors including age, pathology type, history of diabetes, and original T stage were independent predictors of NPN. Factors reflecting patients’ baseline nutritional and inflammatory status such as hemoglobin, albumin, and C-reactive protein were also significantly associated with the development of NPN. With all independent predictive factors incorporated, a nomogram was generated, and it showed excellent discrimination and calibration. Conclusion: This study was the first large-scale cohort study focusing on the development of NPN and established a nomogram to predict its occurrence based on the clinical and laboratory indicators. The nomogram demonstrated good discriminative capacity and satisfactory agreement, which would offer valuable clues for clinicians to distinguish the high-risk NPN population and maintain close surveillance.
format Online
Article
Text
id pubmed-6626898
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Dove
record_format MEDLINE/PubMed
spelling pubmed-66268982019-08-01 The development of a nomogram to predict post-radiation necrosis in nasopharyngeal carcinoma patients: a large-scale cohort study Li, Xiao-Yun Sun, Xue-Song Liu, Sai-Lan Chen, Qiu-Yan Guo, Shan-Shan Liu, Li-Ting Yan, Jin-Jie Xie, Hao-Jun Tang, Qing-Nan Liang, Yu-Jing Guo, Ling Tang, Lin-Quan Mai, Hai-Qiang Cancer Manag Res Original Research Objective: This study aimed to establish a nomogram to predict the risk of post-radiation necrosis in nasopharyngeal carcinoma (NPC) patients. Background: This study was performed to identify influencing factors for developing post-radiation necrosis, and to establish an effective nomogram model to predict individual risks in NPC patients. Methods: 7144 NPC patients receiving radical radiotherapy from 2007 to 2012 were involved in the study, and 207 of them developed nasopharyngeal necrosis (NPN). The clinical characteristics and baseline laboratory results were collected and analyzed. Independent predictive factors were selected using the Cox proportional model and incorporated into the nomogram. The receiver operating characteristic curve and the calibration curve were used to verify discrimination and calibration. Results: The experience of re-irradiation contributed most to the occurrence of NPN (HR, 15.56, 95% CI 10.84–22.35, p<0.001). Clinical factors including age, pathology type, history of diabetes, and original T stage were independent predictors of NPN. Factors reflecting patients’ baseline nutritional and inflammatory status such as hemoglobin, albumin, and C-reactive protein were also significantly associated with the development of NPN. With all independent predictive factors incorporated, a nomogram was generated, and it showed excellent discrimination and calibration. Conclusion: This study was the first large-scale cohort study focusing on the development of NPN and established a nomogram to predict its occurrence based on the clinical and laboratory indicators. The nomogram demonstrated good discriminative capacity and satisfactory agreement, which would offer valuable clues for clinicians to distinguish the high-risk NPN population and maintain close surveillance. Dove 2019-07-08 /pmc/articles/PMC6626898/ /pubmed/31372033 http://dx.doi.org/10.2147/CMAR.S197841 Text en © 2019 Li et al. http://creativecommons.org/licenses/by-nc/3.0/ This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php).
spellingShingle Original Research
Li, Xiao-Yun
Sun, Xue-Song
Liu, Sai-Lan
Chen, Qiu-Yan
Guo, Shan-Shan
Liu, Li-Ting
Yan, Jin-Jie
Xie, Hao-Jun
Tang, Qing-Nan
Liang, Yu-Jing
Guo, Ling
Tang, Lin-Quan
Mai, Hai-Qiang
The development of a nomogram to predict post-radiation necrosis in nasopharyngeal carcinoma patients: a large-scale cohort study
title The development of a nomogram to predict post-radiation necrosis in nasopharyngeal carcinoma patients: a large-scale cohort study
title_full The development of a nomogram to predict post-radiation necrosis in nasopharyngeal carcinoma patients: a large-scale cohort study
title_fullStr The development of a nomogram to predict post-radiation necrosis in nasopharyngeal carcinoma patients: a large-scale cohort study
title_full_unstemmed The development of a nomogram to predict post-radiation necrosis in nasopharyngeal carcinoma patients: a large-scale cohort study
title_short The development of a nomogram to predict post-radiation necrosis in nasopharyngeal carcinoma patients: a large-scale cohort study
title_sort development of a nomogram to predict post-radiation necrosis in nasopharyngeal carcinoma patients: a large-scale cohort study
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6626898/
https://www.ncbi.nlm.nih.gov/pubmed/31372033
http://dx.doi.org/10.2147/CMAR.S197841
work_keys_str_mv AT lixiaoyun thedevelopmentofanomogramtopredictpostradiationnecrosisinnasopharyngealcarcinomapatientsalargescalecohortstudy
AT sunxuesong thedevelopmentofanomogramtopredictpostradiationnecrosisinnasopharyngealcarcinomapatientsalargescalecohortstudy
AT liusailan thedevelopmentofanomogramtopredictpostradiationnecrosisinnasopharyngealcarcinomapatientsalargescalecohortstudy
AT chenqiuyan thedevelopmentofanomogramtopredictpostradiationnecrosisinnasopharyngealcarcinomapatientsalargescalecohortstudy
AT guoshanshan thedevelopmentofanomogramtopredictpostradiationnecrosisinnasopharyngealcarcinomapatientsalargescalecohortstudy
AT liuliting thedevelopmentofanomogramtopredictpostradiationnecrosisinnasopharyngealcarcinomapatientsalargescalecohortstudy
AT yanjinjie thedevelopmentofanomogramtopredictpostradiationnecrosisinnasopharyngealcarcinomapatientsalargescalecohortstudy
AT xiehaojun thedevelopmentofanomogramtopredictpostradiationnecrosisinnasopharyngealcarcinomapatientsalargescalecohortstudy
AT tangqingnan thedevelopmentofanomogramtopredictpostradiationnecrosisinnasopharyngealcarcinomapatientsalargescalecohortstudy
AT liangyujing thedevelopmentofanomogramtopredictpostradiationnecrosisinnasopharyngealcarcinomapatientsalargescalecohortstudy
AT guoling thedevelopmentofanomogramtopredictpostradiationnecrosisinnasopharyngealcarcinomapatientsalargescalecohortstudy
AT tanglinquan thedevelopmentofanomogramtopredictpostradiationnecrosisinnasopharyngealcarcinomapatientsalargescalecohortstudy
AT maihaiqiang thedevelopmentofanomogramtopredictpostradiationnecrosisinnasopharyngealcarcinomapatientsalargescalecohortstudy
AT lixiaoyun developmentofanomogramtopredictpostradiationnecrosisinnasopharyngealcarcinomapatientsalargescalecohortstudy
AT sunxuesong developmentofanomogramtopredictpostradiationnecrosisinnasopharyngealcarcinomapatientsalargescalecohortstudy
AT liusailan developmentofanomogramtopredictpostradiationnecrosisinnasopharyngealcarcinomapatientsalargescalecohortstudy
AT chenqiuyan developmentofanomogramtopredictpostradiationnecrosisinnasopharyngealcarcinomapatientsalargescalecohortstudy
AT guoshanshan developmentofanomogramtopredictpostradiationnecrosisinnasopharyngealcarcinomapatientsalargescalecohortstudy
AT liuliting developmentofanomogramtopredictpostradiationnecrosisinnasopharyngealcarcinomapatientsalargescalecohortstudy
AT yanjinjie developmentofanomogramtopredictpostradiationnecrosisinnasopharyngealcarcinomapatientsalargescalecohortstudy
AT xiehaojun developmentofanomogramtopredictpostradiationnecrosisinnasopharyngealcarcinomapatientsalargescalecohortstudy
AT tangqingnan developmentofanomogramtopredictpostradiationnecrosisinnasopharyngealcarcinomapatientsalargescalecohortstudy
AT liangyujing developmentofanomogramtopredictpostradiationnecrosisinnasopharyngealcarcinomapatientsalargescalecohortstudy
AT guoling developmentofanomogramtopredictpostradiationnecrosisinnasopharyngealcarcinomapatientsalargescalecohortstudy
AT tanglinquan developmentofanomogramtopredictpostradiationnecrosisinnasopharyngealcarcinomapatientsalargescalecohortstudy
AT maihaiqiang developmentofanomogramtopredictpostradiationnecrosisinnasopharyngealcarcinomapatientsalargescalecohortstudy