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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...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals LLC
2016
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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. |
format | Online Article Text |
id | pubmed-5045427 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
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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