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Prognosis of patients with primary malignant main stem bronchial tumors: 7,418 cases based on the SEER database
BACKGROUND: The aim of this study was to identify risk factors for patients with malignant main stem bronchial tumors (MBTs) and to develop a nomogram for predicting prognosis in those patients using data from the Surveillance, Epidemiology, and End Results (SEER) database. METHOD: A process was use...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove Medical Press
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5744741/ https://www.ncbi.nlm.nih.gov/pubmed/29317836 http://dx.doi.org/10.2147/OTT.S142847 |
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author | Ma, Ke Sun, Fenghao Yang, Xiaodong Wang, Shuai Wang, Lin Jin, Yulin Shi, Yu Jiang, Wei Zhan, Cheng Wang, Qun |
author_facet | Ma, Ke Sun, Fenghao Yang, Xiaodong Wang, Shuai Wang, Lin Jin, Yulin Shi, Yu Jiang, Wei Zhan, Cheng Wang, Qun |
author_sort | Ma, Ke |
collection | PubMed |
description | BACKGROUND: The aim of this study was to identify risk factors for patients with malignant main stem bronchial tumors (MBTs) and to develop a nomogram for predicting prognosis in those patients using data from the Surveillance, Epidemiology, and End Results (SEER) database. METHOD: A process was used for case screening from the SEER database. The effect of prognostic factors on survival was evaluated using the Kaplan–Meier method and log-rank test, a competing risk model, and the Cox proportional hazards regression model. A nomogram was established for predicting 1-, 3-, and 5-year overall survival (OS) in patients with MBTs. RESULTS: A total of 7,418 cases were included in this study. Age, gender, pathologic grade, histologic type, tumor size, involvement of lymph nodes, tumor extension, chemotherapy, and surgery were identified as independent risk factors by univariate and multivariate analyses. A nomogram was established based on the results of the Cox model, which was validated by a C-index of 0.672 (95% CI, 0.664–0.680), and a group of calibration plots. CONCLUSION: Age, gender, pathologic grade, histologic type, tumor size, involvement of lymph nodes, tumor extension, chemotherapy, and surgery were independent risk factors for OS of patients with MBTs. A nomogram was formulated to predict 1-, 3-, and 5-year OS in patients with MBTs based on individual clinical characteristics. |
format | Online Article Text |
id | pubmed-5744741 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Dove Medical Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-57447412018-01-09 Prognosis of patients with primary malignant main stem bronchial tumors: 7,418 cases based on the SEER database Ma, Ke Sun, Fenghao Yang, Xiaodong Wang, Shuai Wang, Lin Jin, Yulin Shi, Yu Jiang, Wei Zhan, Cheng Wang, Qun Onco Targets Ther Original Research BACKGROUND: The aim of this study was to identify risk factors for patients with malignant main stem bronchial tumors (MBTs) and to develop a nomogram for predicting prognosis in those patients using data from the Surveillance, Epidemiology, and End Results (SEER) database. METHOD: A process was used for case screening from the SEER database. The effect of prognostic factors on survival was evaluated using the Kaplan–Meier method and log-rank test, a competing risk model, and the Cox proportional hazards regression model. A nomogram was established for predicting 1-, 3-, and 5-year overall survival (OS) in patients with MBTs. RESULTS: A total of 7,418 cases were included in this study. Age, gender, pathologic grade, histologic type, tumor size, involvement of lymph nodes, tumor extension, chemotherapy, and surgery were identified as independent risk factors by univariate and multivariate analyses. A nomogram was established based on the results of the Cox model, which was validated by a C-index of 0.672 (95% CI, 0.664–0.680), and a group of calibration plots. CONCLUSION: Age, gender, pathologic grade, histologic type, tumor size, involvement of lymph nodes, tumor extension, chemotherapy, and surgery were independent risk factors for OS of patients with MBTs. A nomogram was formulated to predict 1-, 3-, and 5-year OS in patients with MBTs based on individual clinical characteristics. Dove Medical Press 2017-12-22 /pmc/articles/PMC5744741/ /pubmed/29317836 http://dx.doi.org/10.2147/OTT.S142847 Text en © 2018 Ma et al. This work is published and licensed by Dove Medical Press Limited The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. |
spellingShingle | Original Research Ma, Ke Sun, Fenghao Yang, Xiaodong Wang, Shuai Wang, Lin Jin, Yulin Shi, Yu Jiang, Wei Zhan, Cheng Wang, Qun Prognosis of patients with primary malignant main stem bronchial tumors: 7,418 cases based on the SEER database |
title | Prognosis of patients with primary malignant main stem bronchial tumors: 7,418 cases based on the SEER database |
title_full | Prognosis of patients with primary malignant main stem bronchial tumors: 7,418 cases based on the SEER database |
title_fullStr | Prognosis of patients with primary malignant main stem bronchial tumors: 7,418 cases based on the SEER database |
title_full_unstemmed | Prognosis of patients with primary malignant main stem bronchial tumors: 7,418 cases based on the SEER database |
title_short | Prognosis of patients with primary malignant main stem bronchial tumors: 7,418 cases based on the SEER database |
title_sort | prognosis of patients with primary malignant main stem bronchial tumors: 7,418 cases based on the seer database |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5744741/ https://www.ncbi.nlm.nih.gov/pubmed/29317836 http://dx.doi.org/10.2147/OTT.S142847 |
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