Cargando…
Application of nomograms to predict overall and cancer-specific survival in patients with chordoma
BACKGROUND: The survival prediction of patients with chordoma is difficult to make due to the rarity of this oncologic disease. Our objective was to apply a nomogram to predict survival outcomes in individuals with chordoma of the skull base, vertebral column, and pelvis. METHODS: A total of 558 pat...
Autores principales: | , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6742804/ https://www.ncbi.nlm.nih.gov/pubmed/31528536 http://dx.doi.org/10.1016/j.jbo.2019.100247 |
_version_ | 1783451171471491072 |
---|---|
author | Zheng, Weipeng Huang, Yuanping Guan, Tianwang Lu, Songfang Yao, Liquan Wu, Senrui Chen, Haoyi Wang, Ning Liang, YingJie Xiao, Wende Jiang, Xin Wen, Shifeng |
author_facet | Zheng, Weipeng Huang, Yuanping Guan, Tianwang Lu, Songfang Yao, Liquan Wu, Senrui Chen, Haoyi Wang, Ning Liang, YingJie Xiao, Wende Jiang, Xin Wen, Shifeng |
author_sort | Zheng, Weipeng |
collection | PubMed |
description | BACKGROUND: The survival prediction of patients with chordoma is difficult to make due to the rarity of this oncologic disease. Our objective was to apply a nomogram to predict survival outcomes in individuals with chordoma of the skull base, vertebral column, and pelvis. METHODS: A total of 558 patients with chordoma between 1973 and 2014 were collected from the Surveillance, Epidemiology, and End Results (SEER) database. Independent prognostic factors in patients with chordoma were identified via univariate and multivariate Cox analysis. Then these prognostic factors were incorporated into a nomogram to predict 3- and 5-year overall survival and cancer-specific survival rates. Internal and external data were used to validate the nomograms. Concordance indices (C-indices) were used to estimate the accuracy of this nomogram system. RESULTS: A total of 558 patients were randomly assigned into a training cohort (n = 372) and a validation cohort (n = 186). Age, surgical stage, tumor size, histology, primary site, and use of surgery were identified as independent prognostic factors via univariate and multivariate Cox analysis (all p < 0.05) and further included to establish the nomogram. The C-indices for overall survival and cancer-specific survival prediction of the training cohort were 0.775 (95% confidence interval, 0.770–0.779) and 0.756 (95% confidence interval, 0.749 –0.762). The calibration plots both showed an excellent consistency between actual survival and nomogram prediction. CONCLUSION: Nomograms were constructed to predict overall survival and cancer-specific survival for patients with chordoma of the skull base, vertebral column, and pelvis. The nomogram could help surgeons to identify high risk of mortality and evaluate prognosis in patients with chordoma. |
format | Online Article Text |
id | pubmed-6742804 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-67428042019-09-16 Application of nomograms to predict overall and cancer-specific survival in patients with chordoma Zheng, Weipeng Huang, Yuanping Guan, Tianwang Lu, Songfang Yao, Liquan Wu, Senrui Chen, Haoyi Wang, Ning Liang, YingJie Xiao, Wende Jiang, Xin Wen, Shifeng J Bone Oncol Research Article BACKGROUND: The survival prediction of patients with chordoma is difficult to make due to the rarity of this oncologic disease. Our objective was to apply a nomogram to predict survival outcomes in individuals with chordoma of the skull base, vertebral column, and pelvis. METHODS: A total of 558 patients with chordoma between 1973 and 2014 were collected from the Surveillance, Epidemiology, and End Results (SEER) database. Independent prognostic factors in patients with chordoma were identified via univariate and multivariate Cox analysis. Then these prognostic factors were incorporated into a nomogram to predict 3- and 5-year overall survival and cancer-specific survival rates. Internal and external data were used to validate the nomograms. Concordance indices (C-indices) were used to estimate the accuracy of this nomogram system. RESULTS: A total of 558 patients were randomly assigned into a training cohort (n = 372) and a validation cohort (n = 186). Age, surgical stage, tumor size, histology, primary site, and use of surgery were identified as independent prognostic factors via univariate and multivariate Cox analysis (all p < 0.05) and further included to establish the nomogram. The C-indices for overall survival and cancer-specific survival prediction of the training cohort were 0.775 (95% confidence interval, 0.770–0.779) and 0.756 (95% confidence interval, 0.749 –0.762). The calibration plots both showed an excellent consistency between actual survival and nomogram prediction. CONCLUSION: Nomograms were constructed to predict overall survival and cancer-specific survival for patients with chordoma of the skull base, vertebral column, and pelvis. The nomogram could help surgeons to identify high risk of mortality and evaluate prognosis in patients with chordoma. Elsevier 2019-06-24 /pmc/articles/PMC6742804/ /pubmed/31528536 http://dx.doi.org/10.1016/j.jbo.2019.100247 Text en © 2019 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 | Research Article Zheng, Weipeng Huang, Yuanping Guan, Tianwang Lu, Songfang Yao, Liquan Wu, Senrui Chen, Haoyi Wang, Ning Liang, YingJie Xiao, Wende Jiang, Xin Wen, Shifeng Application of nomograms to predict overall and cancer-specific survival in patients with chordoma |
title | Application of nomograms to predict overall and cancer-specific survival in patients with chordoma |
title_full | Application of nomograms to predict overall and cancer-specific survival in patients with chordoma |
title_fullStr | Application of nomograms to predict overall and cancer-specific survival in patients with chordoma |
title_full_unstemmed | Application of nomograms to predict overall and cancer-specific survival in patients with chordoma |
title_short | Application of nomograms to predict overall and cancer-specific survival in patients with chordoma |
title_sort | application of nomograms to predict overall and cancer-specific survival in patients with chordoma |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6742804/ https://www.ncbi.nlm.nih.gov/pubmed/31528536 http://dx.doi.org/10.1016/j.jbo.2019.100247 |
work_keys_str_mv | AT zhengweipeng applicationofnomogramstopredictoverallandcancerspecificsurvivalinpatientswithchordoma AT huangyuanping applicationofnomogramstopredictoverallandcancerspecificsurvivalinpatientswithchordoma AT guantianwang applicationofnomogramstopredictoverallandcancerspecificsurvivalinpatientswithchordoma AT lusongfang applicationofnomogramstopredictoverallandcancerspecificsurvivalinpatientswithchordoma AT yaoliquan applicationofnomogramstopredictoverallandcancerspecificsurvivalinpatientswithchordoma AT wusenrui applicationofnomogramstopredictoverallandcancerspecificsurvivalinpatientswithchordoma AT chenhaoyi applicationofnomogramstopredictoverallandcancerspecificsurvivalinpatientswithchordoma AT wangning applicationofnomogramstopredictoverallandcancerspecificsurvivalinpatientswithchordoma AT liangyingjie applicationofnomogramstopredictoverallandcancerspecificsurvivalinpatientswithchordoma AT xiaowende applicationofnomogramstopredictoverallandcancerspecificsurvivalinpatientswithchordoma AT jiangxin applicationofnomogramstopredictoverallandcancerspecificsurvivalinpatientswithchordoma AT wenshifeng applicationofnomogramstopredictoverallandcancerspecificsurvivalinpatientswithchordoma |