Cargando…
Development and validation of a nomogram for predicting the overall survival of patients with testicular cancer
BACKGROUND: The purpose of this study was to develop and validate a nomogram to predict survival in testicular cancer patients. METHODS: Testicular cancer patients diagnosed between 2004 and 2015 from the Surveillance, Epidemiology, and End Results (SEER) database were selected for this study. A ran...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10417196/ https://www.ncbi.nlm.nih.gov/pubmed/37264772 http://dx.doi.org/10.1002/cam4.6203 |
_version_ | 1785087968089735168 |
---|---|
author | Yu, Haohui Feng, Bin Zhang, Yunrui Lyu, Jun |
author_facet | Yu, Haohui Feng, Bin Zhang, Yunrui Lyu, Jun |
author_sort | Yu, Haohui |
collection | PubMed |
description | BACKGROUND: The purpose of this study was to develop and validate a nomogram to predict survival in testicular cancer patients. METHODS: Testicular cancer patients diagnosed between 2004 and 2015 from the Surveillance, Epidemiology, and End Results (SEER) database were selected for this study. A random sampling method was used to divide patients into training and validation cohorts, which accounted for 30% and 70% of the total sample, respectively. The nomogram was developed using the training cohort and evaluated using the C index, calibration chart, and area under the receiver operating characteristic curve (AUC). RESULTS: Seven risk factors that affect the survival of testicular cancer patients (AJCC stage, marital status, age at diagnosis, race, SEER historic stage A, surgery status, and origin) were identified using Cox proportional hazard regression analysis. The nomogram has a higher C index (0.897) and AUC when compared with the AJCC staging system. The results of the calibration chart of the nomogram show that the predicted survival of testicular cancer patients at 3, 5, and 10 years after diagnosis is very close to their actual survival. CONCLUSIONS: We developed and validated a nomogram for predicting the survival rate of testicular cancer patients at 3, 5, and 10 years after diagnosis. This nomogram has better discrimination, calibration, and clinical validity than the AJCC staging system. This indicates that the nomogram can be used to predict the survival of testicular cancer patients effectively, and provide a reference for patient treatment strategies. |
format | Online Article Text |
id | pubmed-10417196 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-104171962023-08-12 Development and validation of a nomogram for predicting the overall survival of patients with testicular cancer Yu, Haohui Feng, Bin Zhang, Yunrui Lyu, Jun Cancer Med RESEARCH ARTICLES BACKGROUND: The purpose of this study was to develop and validate a nomogram to predict survival in testicular cancer patients. METHODS: Testicular cancer patients diagnosed between 2004 and 2015 from the Surveillance, Epidemiology, and End Results (SEER) database were selected for this study. A random sampling method was used to divide patients into training and validation cohorts, which accounted for 30% and 70% of the total sample, respectively. The nomogram was developed using the training cohort and evaluated using the C index, calibration chart, and area under the receiver operating characteristic curve (AUC). RESULTS: Seven risk factors that affect the survival of testicular cancer patients (AJCC stage, marital status, age at diagnosis, race, SEER historic stage A, surgery status, and origin) were identified using Cox proportional hazard regression analysis. The nomogram has a higher C index (0.897) and AUC when compared with the AJCC staging system. The results of the calibration chart of the nomogram show that the predicted survival of testicular cancer patients at 3, 5, and 10 years after diagnosis is very close to their actual survival. CONCLUSIONS: We developed and validated a nomogram for predicting the survival rate of testicular cancer patients at 3, 5, and 10 years after diagnosis. This nomogram has better discrimination, calibration, and clinical validity than the AJCC staging system. This indicates that the nomogram can be used to predict the survival of testicular cancer patients effectively, and provide a reference for patient treatment strategies. John Wiley and Sons Inc. 2023-06-01 /pmc/articles/PMC10417196/ /pubmed/37264772 http://dx.doi.org/10.1002/cam4.6203 Text en © 2023 The Authors. Cancer Medicine published by John Wiley & Sons Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | RESEARCH ARTICLES Yu, Haohui Feng, Bin Zhang, Yunrui Lyu, Jun Development and validation of a nomogram for predicting the overall survival of patients with testicular cancer |
title | Development and validation of a nomogram for predicting the overall survival of patients with testicular cancer |
title_full | Development and validation of a nomogram for predicting the overall survival of patients with testicular cancer |
title_fullStr | Development and validation of a nomogram for predicting the overall survival of patients with testicular cancer |
title_full_unstemmed | Development and validation of a nomogram for predicting the overall survival of patients with testicular cancer |
title_short | Development and validation of a nomogram for predicting the overall survival of patients with testicular cancer |
title_sort | development and validation of a nomogram for predicting the overall survival of patients with testicular cancer |
topic | RESEARCH ARTICLES |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10417196/ https://www.ncbi.nlm.nih.gov/pubmed/37264772 http://dx.doi.org/10.1002/cam4.6203 |
work_keys_str_mv | AT yuhaohui developmentandvalidationofanomogramforpredictingtheoverallsurvivalofpatientswithtesticularcancer AT fengbin developmentandvalidationofanomogramforpredictingtheoverallsurvivalofpatientswithtesticularcancer AT zhangyunrui developmentandvalidationofanomogramforpredictingtheoverallsurvivalofpatientswithtesticularcancer AT lyujun developmentandvalidationofanomogramforpredictingtheoverallsurvivalofpatientswithtesticularcancer |