Cargando…
Establishment and validation of two nomograms to predict the benefit of concurrent chemotherapy in stage II‐IVa nasopharyngeal carcinoma patients with different risk factors: Analysis based on a large cohort
OBJECTIVE: We aimed to establish and validate two nomograms that predict progression‐free survival (PFS) and overall survival (OS) in patients with stage II–IVa nasopharyngeal carcinoma (NPC) while evaluating the benefit of concurrent chemotherapy. PATIENTS AND METHODS: We randomly divided 3412 pati...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7050092/ https://www.ncbi.nlm.nih.gov/pubmed/31925942 http://dx.doi.org/10.1002/cam4.2841 |
_version_ | 1783502568646770688 |
---|---|
author | Sun, Xue‐Song Xiao, Bei‐Bei Lin, Chao Liu, Sai‐Lan Chen, Qiu‐Yan Tang, Lin‐Quan Mai, Hai‐Qiang |
author_facet | Sun, Xue‐Song Xiao, Bei‐Bei Lin, Chao Liu, Sai‐Lan Chen, Qiu‐Yan Tang, Lin‐Quan Mai, Hai‐Qiang |
author_sort | Sun, Xue‐Song |
collection | PubMed |
description | OBJECTIVE: We aimed to establish and validate two nomograms that predict progression‐free survival (PFS) and overall survival (OS) in patients with stage II–IVa nasopharyngeal carcinoma (NPC) while evaluating the benefit of concurrent chemotherapy. PATIENTS AND METHODS: We randomly divided 3412 patients newly diagnosed with stage II‐IVa NPC between 2008 and 2013 into training and validation ‘A’ cohorts (n = 1706 each). Another set of patients diagnosed between 2014 and 2016 served as validation cohort ‘B’ (n = 1503). A Cox multivariate model using the backward stepwise approach was applied to develop the nomograms, which were assessed for accuracy (Harrel C index) and calibration. RESULTS: The 3‐ and 5‐year PFS rates in the training cohort were 86.8% (95% confidence interval [CI] 85.0%‐88.6%) and 82.3% (95% CI 80.1%‐84.5%), respectively. For the PFS nomogram, 5 variables were selected based on a backward procedure in the multivariate Cox model (gender, T stage, N stage, Epstein‐Barr virus DNA, and treatment method). The same variables plus patient age and diabetes mellitus were used for the OS nomogram. The Harrell C indices of the training, validation A, and validation B cohorts were 0.711, 0.700, and 0.703, respectively, for PFS, and 0.775, 0.743, and 0.727, respectively, for OS. Both nomograms performed well in terms of calibration in the training and validation cohorts. CONCLUSIONS: Our nomograms are reliable prognostic predictors of PFS and OS in patients with stage II‐IVa NPC. These nomograms could robustly estimate an individual's benefit from concurrent chemotherapy, which assists in treatment decision‐making. |
format | Online Article Text |
id | pubmed-7050092 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-70500922020-03-05 Establishment and validation of two nomograms to predict the benefit of concurrent chemotherapy in stage II‐IVa nasopharyngeal carcinoma patients with different risk factors: Analysis based on a large cohort Sun, Xue‐Song Xiao, Bei‐Bei Lin, Chao Liu, Sai‐Lan Chen, Qiu‐Yan Tang, Lin‐Quan Mai, Hai‐Qiang Cancer Med Clinical Cancer Research OBJECTIVE: We aimed to establish and validate two nomograms that predict progression‐free survival (PFS) and overall survival (OS) in patients with stage II–IVa nasopharyngeal carcinoma (NPC) while evaluating the benefit of concurrent chemotherapy. PATIENTS AND METHODS: We randomly divided 3412 patients newly diagnosed with stage II‐IVa NPC between 2008 and 2013 into training and validation ‘A’ cohorts (n = 1706 each). Another set of patients diagnosed between 2014 and 2016 served as validation cohort ‘B’ (n = 1503). A Cox multivariate model using the backward stepwise approach was applied to develop the nomograms, which were assessed for accuracy (Harrel C index) and calibration. RESULTS: The 3‐ and 5‐year PFS rates in the training cohort were 86.8% (95% confidence interval [CI] 85.0%‐88.6%) and 82.3% (95% CI 80.1%‐84.5%), respectively. For the PFS nomogram, 5 variables were selected based on a backward procedure in the multivariate Cox model (gender, T stage, N stage, Epstein‐Barr virus DNA, and treatment method). The same variables plus patient age and diabetes mellitus were used for the OS nomogram. The Harrell C indices of the training, validation A, and validation B cohorts were 0.711, 0.700, and 0.703, respectively, for PFS, and 0.775, 0.743, and 0.727, respectively, for OS. Both nomograms performed well in terms of calibration in the training and validation cohorts. CONCLUSIONS: Our nomograms are reliable prognostic predictors of PFS and OS in patients with stage II‐IVa NPC. These nomograms could robustly estimate an individual's benefit from concurrent chemotherapy, which assists in treatment decision‐making. John Wiley and Sons Inc. 2020-01-10 /pmc/articles/PMC7050092/ /pubmed/31925942 http://dx.doi.org/10.1002/cam4.2841 Text en © 2020 The Authors. Cancer Medicine published by John Wiley & Sons Ltd. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Clinical Cancer Research Sun, Xue‐Song Xiao, Bei‐Bei Lin, Chao Liu, Sai‐Lan Chen, Qiu‐Yan Tang, Lin‐Quan Mai, Hai‐Qiang Establishment and validation of two nomograms to predict the benefit of concurrent chemotherapy in stage II‐IVa nasopharyngeal carcinoma patients with different risk factors: Analysis based on a large cohort |
title | Establishment and validation of two nomograms to predict the benefit of concurrent chemotherapy in stage II‐IVa nasopharyngeal carcinoma patients with different risk factors: Analysis based on a large cohort |
title_full | Establishment and validation of two nomograms to predict the benefit of concurrent chemotherapy in stage II‐IVa nasopharyngeal carcinoma patients with different risk factors: Analysis based on a large cohort |
title_fullStr | Establishment and validation of two nomograms to predict the benefit of concurrent chemotherapy in stage II‐IVa nasopharyngeal carcinoma patients with different risk factors: Analysis based on a large cohort |
title_full_unstemmed | Establishment and validation of two nomograms to predict the benefit of concurrent chemotherapy in stage II‐IVa nasopharyngeal carcinoma patients with different risk factors: Analysis based on a large cohort |
title_short | Establishment and validation of two nomograms to predict the benefit of concurrent chemotherapy in stage II‐IVa nasopharyngeal carcinoma patients with different risk factors: Analysis based on a large cohort |
title_sort | establishment and validation of two nomograms to predict the benefit of concurrent chemotherapy in stage ii‐iva nasopharyngeal carcinoma patients with different risk factors: analysis based on a large cohort |
topic | Clinical Cancer Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7050092/ https://www.ncbi.nlm.nih.gov/pubmed/31925942 http://dx.doi.org/10.1002/cam4.2841 |
work_keys_str_mv | AT sunxuesong establishmentandvalidationoftwonomogramstopredictthebenefitofconcurrentchemotherapyinstageiiivanasopharyngealcarcinomapatientswithdifferentriskfactorsanalysisbasedonalargecohort AT xiaobeibei establishmentandvalidationoftwonomogramstopredictthebenefitofconcurrentchemotherapyinstageiiivanasopharyngealcarcinomapatientswithdifferentriskfactorsanalysisbasedonalargecohort AT linchao establishmentandvalidationoftwonomogramstopredictthebenefitofconcurrentchemotherapyinstageiiivanasopharyngealcarcinomapatientswithdifferentriskfactorsanalysisbasedonalargecohort AT liusailan establishmentandvalidationoftwonomogramstopredictthebenefitofconcurrentchemotherapyinstageiiivanasopharyngealcarcinomapatientswithdifferentriskfactorsanalysisbasedonalargecohort AT chenqiuyan establishmentandvalidationoftwonomogramstopredictthebenefitofconcurrentchemotherapyinstageiiivanasopharyngealcarcinomapatientswithdifferentriskfactorsanalysisbasedonalargecohort AT tanglinquan establishmentandvalidationoftwonomogramstopredictthebenefitofconcurrentchemotherapyinstageiiivanasopharyngealcarcinomapatientswithdifferentriskfactorsanalysisbasedonalargecohort AT maihaiqiang establishmentandvalidationoftwonomogramstopredictthebenefitofconcurrentchemotherapyinstageiiivanasopharyngealcarcinomapatientswithdifferentriskfactorsanalysisbasedonalargecohort |