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...
Autores principales: | , , , , , , , , , , , , |
---|---|
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 |