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Development and Validation of a Nomogram for Predicting Overall Survival in Pancreatic NeuroendocrineTumors()()
BACKGROUND: The objective of current study was to develop and validate a nomogram to predict overall survival in pancreatic neuroendocrine tumors (PNETs). METHODS: The Surveillance, Epidemiology, and End Results (SEER) database was queried for patients with PNETs between 2004 and 2015. Patients were...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Neoplasia Press
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6070700/ https://www.ncbi.nlm.nih.gov/pubmed/30015262 http://dx.doi.org/10.1016/j.tranon.2018.06.012 |
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author | Miao, Dong-liu Song, Wei Qian, Jun Zhu, Zhi-gang Wu, Qiong Lv, Chang-guang Chen, Lei |
author_facet | Miao, Dong-liu Song, Wei Qian, Jun Zhu, Zhi-gang Wu, Qiong Lv, Chang-guang Chen, Lei |
author_sort | Miao, Dong-liu |
collection | PubMed |
description | BACKGROUND: The objective of current study was to develop and validate a nomogram to predict overall survival in pancreatic neuroendocrine tumors (PNETs). METHODS: The Surveillance, Epidemiology, and End Results (SEER) database was queried for patients with PNETs between 2004 and 2015. Patients were randomly separated into the training set and the validation set. Cox regression model was used in training set to obtain independent prognostic factors to develop a nomogram for predicting overall survival (OS). The discrimination and calibration plots were used to evaluate the predictive accuracy of the nomogram. RESULTS: A total of 3142 patients with PNETs were collected from the SEER database. Sex, age, marital status, primary site, TNM stage, tumor grade, and therapy were associated with OS in the multivariate models. A nomogram was constructed based on these variables. The nomogram for predicting OS displayed better discrimination power than the Tumor-Node-Metastasis (TNM) stage systems 7th edition in the training set and validation set. The calibration curve indicated that the nomogram was able to accurately predict 3- and 5-year OS. CONCLUSIONS: The nomogram which could predict 3- and 5-year OS were established in this study. Our nomogram showed a good performance, suggesting that it could be served as an effective tool for prognostic evaluation of patients with PNETs. |
format | Online Article Text |
id | pubmed-6070700 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Neoplasia Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-60707002018-08-09 Development and Validation of a Nomogram for Predicting Overall Survival in Pancreatic NeuroendocrineTumors()() Miao, Dong-liu Song, Wei Qian, Jun Zhu, Zhi-gang Wu, Qiong Lv, Chang-guang Chen, Lei Transl Oncol Original article BACKGROUND: The objective of current study was to develop and validate a nomogram to predict overall survival in pancreatic neuroendocrine tumors (PNETs). METHODS: The Surveillance, Epidemiology, and End Results (SEER) database was queried for patients with PNETs between 2004 and 2015. Patients were randomly separated into the training set and the validation set. Cox regression model was used in training set to obtain independent prognostic factors to develop a nomogram for predicting overall survival (OS). The discrimination and calibration plots were used to evaluate the predictive accuracy of the nomogram. RESULTS: A total of 3142 patients with PNETs were collected from the SEER database. Sex, age, marital status, primary site, TNM stage, tumor grade, and therapy were associated with OS in the multivariate models. A nomogram was constructed based on these variables. The nomogram for predicting OS displayed better discrimination power than the Tumor-Node-Metastasis (TNM) stage systems 7th edition in the training set and validation set. The calibration curve indicated that the nomogram was able to accurately predict 3- and 5-year OS. CONCLUSIONS: The nomogram which could predict 3- and 5-year OS were established in this study. Our nomogram showed a good performance, suggesting that it could be served as an effective tool for prognostic evaluation of patients with PNETs. Neoplasia Press 2018-07-14 /pmc/articles/PMC6070700/ /pubmed/30015262 http://dx.doi.org/10.1016/j.tranon.2018.06.012 Text en © 2018 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Original article Miao, Dong-liu Song, Wei Qian, Jun Zhu, Zhi-gang Wu, Qiong Lv, Chang-guang Chen, Lei Development and Validation of a Nomogram for Predicting Overall Survival in Pancreatic NeuroendocrineTumors()() |
title | Development and Validation of a Nomogram for Predicting Overall Survival in Pancreatic NeuroendocrineTumors()() |
title_full | Development and Validation of a Nomogram for Predicting Overall Survival in Pancreatic NeuroendocrineTumors()() |
title_fullStr | Development and Validation of a Nomogram for Predicting Overall Survival in Pancreatic NeuroendocrineTumors()() |
title_full_unstemmed | Development and Validation of a Nomogram for Predicting Overall Survival in Pancreatic NeuroendocrineTumors()() |
title_short | Development and Validation of a Nomogram for Predicting Overall Survival in Pancreatic NeuroendocrineTumors()() |
title_sort | development and validation of a nomogram for predicting overall survival in pancreatic neuroendocrinetumors()() |
topic | Original article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6070700/ https://www.ncbi.nlm.nih.gov/pubmed/30015262 http://dx.doi.org/10.1016/j.tranon.2018.06.012 |
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