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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...

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Autores principales: Sun, Xue‐Song, Xiao, Bei‐Bei, Lin, Chao, Liu, Sai‐Lan, Chen, Qiu‐Yan, Tang, Lin‐Quan, Mai, Hai‐Qiang
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
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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.
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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
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