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Nomograms for predicting long-term survival in patients with non-metastatic nasopharyngeal carcinoma in an endemic area

PURPOSE: Nomogram for predicting more than a 5-year survival for non-metastatic nasopharyngeal carcinoma (NPC) was lacking. This study aimed to develop the new nomograms to predict long-term survival in these patients. RESULTS: The median follow-up time for training set and test set was 95.2 months...

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Autores principales: Zeng, Qi, Hong, Ming-Huang, Shen, Lu-Jun, Meng, Xiang-Qi, Guo, Xiang, Qian, Chao-Nan, Wu, Pei-Hong, Huang, Pei-Yu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Impact Journals LLC 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5045427/
https://www.ncbi.nlm.nih.gov/pubmed/27102440
http://dx.doi.org/10.18632/oncotarget.8823
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author Zeng, Qi
Hong, Ming-Huang
Shen, Lu-Jun
Meng, Xiang-Qi
Guo, Xiang
Qian, Chao-Nan
Wu, Pei-Hong
Huang, Pei-Yu
author_facet Zeng, Qi
Hong, Ming-Huang
Shen, Lu-Jun
Meng, Xiang-Qi
Guo, Xiang
Qian, Chao-Nan
Wu, Pei-Hong
Huang, Pei-Yu
author_sort Zeng, Qi
collection PubMed
description PURPOSE: Nomogram for predicting more than a 5-year survival for non-metastatic nasopharyngeal carcinoma (NPC) was lacking. This study aimed to develop the new nomograms to predict long-term survival in these patients. RESULTS: The median follow-up time for training set and test set was 95.2 months and 133.3 months, respectively. The significant predictors for death were age, gender, body mass index (BMI), T stage, N stage, lactate dehydrogenase (LDH), and radiotherapy techniques. For predicting recurrence, age, gender, T stage, LDH, and radiotherapy techniques were significant predictors, whereas age, gender, BMI, T stage, N stage and LDH were significant predictors for distant metastasis. The calibration curves showed the good agreements between nomogram-predicted and actual survival. The c-indices for predicting death, recurrence, and distant metastases between nomograms and the TNM staging system were 0.767 VS.0.686 (P<0.001), 0.655 VS.0.585 (P<0.001), and 0.881 VS.0.754 (P<0.001), respectively. These results were further confirmed in the test set. METHODS: On the basis of a retrospective study of 1593 patients (training set) who received radiotherapy alone or concurrent chemoradiotherapy from 2000 to 2004, significant predictors were identified and incorporated to build the nomograms. The calibration curves of nomogram-predicted survival versus the actual survival were plotted and reviewed. Bootstrap validation was performed to calculate the concordance index (c-index). These models were further validated in an independent prospective trial (test set, n=400). CONCLUSION: The established nomograms suggest more-accurate long-term prediction for patients with non-metastatic NPC.
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spelling pubmed-50454272016-10-13 Nomograms for predicting long-term survival in patients with non-metastatic nasopharyngeal carcinoma in an endemic area Zeng, Qi Hong, Ming-Huang Shen, Lu-Jun Meng, Xiang-Qi Guo, Xiang Qian, Chao-Nan Wu, Pei-Hong Huang, Pei-Yu Oncotarget Research Paper PURPOSE: Nomogram for predicting more than a 5-year survival for non-metastatic nasopharyngeal carcinoma (NPC) was lacking. This study aimed to develop the new nomograms to predict long-term survival in these patients. RESULTS: The median follow-up time for training set and test set was 95.2 months and 133.3 months, respectively. The significant predictors for death were age, gender, body mass index (BMI), T stage, N stage, lactate dehydrogenase (LDH), and radiotherapy techniques. For predicting recurrence, age, gender, T stage, LDH, and radiotherapy techniques were significant predictors, whereas age, gender, BMI, T stage, N stage and LDH were significant predictors for distant metastasis. The calibration curves showed the good agreements between nomogram-predicted and actual survival. The c-indices for predicting death, recurrence, and distant metastases between nomograms and the TNM staging system were 0.767 VS.0.686 (P<0.001), 0.655 VS.0.585 (P<0.001), and 0.881 VS.0.754 (P<0.001), respectively. These results were further confirmed in the test set. METHODS: On the basis of a retrospective study of 1593 patients (training set) who received radiotherapy alone or concurrent chemoradiotherapy from 2000 to 2004, significant predictors were identified and incorporated to build the nomograms. The calibration curves of nomogram-predicted survival versus the actual survival were plotted and reviewed. Bootstrap validation was performed to calculate the concordance index (c-index). These models were further validated in an independent prospective trial (test set, n=400). CONCLUSION: The established nomograms suggest more-accurate long-term prediction for patients with non-metastatic NPC. Impact Journals LLC 2016-04-18 /pmc/articles/PMC5045427/ /pubmed/27102440 http://dx.doi.org/10.18632/oncotarget.8823 Text en Copyright: © 2016 Zeng et al. http://creativecommons.org/licenses/by/2.5/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Paper
Zeng, Qi
Hong, Ming-Huang
Shen, Lu-Jun
Meng, Xiang-Qi
Guo, Xiang
Qian, Chao-Nan
Wu, Pei-Hong
Huang, Pei-Yu
Nomograms for predicting long-term survival in patients with non-metastatic nasopharyngeal carcinoma in an endemic area
title Nomograms for predicting long-term survival in patients with non-metastatic nasopharyngeal carcinoma in an endemic area
title_full Nomograms for predicting long-term survival in patients with non-metastatic nasopharyngeal carcinoma in an endemic area
title_fullStr Nomograms for predicting long-term survival in patients with non-metastatic nasopharyngeal carcinoma in an endemic area
title_full_unstemmed Nomograms for predicting long-term survival in patients with non-metastatic nasopharyngeal carcinoma in an endemic area
title_short Nomograms for predicting long-term survival in patients with non-metastatic nasopharyngeal carcinoma in an endemic area
title_sort nomograms for predicting long-term survival in patients with non-metastatic nasopharyngeal carcinoma in an endemic area
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5045427/
https://www.ncbi.nlm.nih.gov/pubmed/27102440
http://dx.doi.org/10.18632/oncotarget.8823
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