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Development and validation of prognostic nomogram for germ cell testicular cancer patients

The purpose of our study was to establish a reliable and practical nomogram based on significant clinical factors to predict the overall survival (OS) and cancer-specific survival (CSS) of patients with germ cell testicular cancer (GCTC). Patients diagnosed with GCTC between 2004 and 2015 were obtai...

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Autores principales: Mao, Weipu, Wu, Jianping, Kong, Qingfang, Li, Jian, Xu, Bin, Chen, Ming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Impact Journals 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7695357/
https://www.ncbi.nlm.nih.gov/pubmed/33136554
http://dx.doi.org/10.18632/aging.104063
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author Mao, Weipu
Wu, Jianping
Kong, Qingfang
Li, Jian
Xu, Bin
Chen, Ming
author_facet Mao, Weipu
Wu, Jianping
Kong, Qingfang
Li, Jian
Xu, Bin
Chen, Ming
author_sort Mao, Weipu
collection PubMed
description The purpose of our study was to establish a reliable and practical nomogram based on significant clinical factors to predict the overall survival (OS) and cancer-specific survival (CSS) of patients with germ cell testicular cancer (GCTC). Patients diagnosed with GCTC between 2004 and 2015 were obtained from the SEER database. Nomograms were constructed using the R software to predict the OS and CSS probabilities and the constructed nomograms were validated and calibrated. A total of 22,165 GCTC patients were enrolled in the study, including the training cohort (15,515 patients) and the validation cohort (6,650 patients). In the training cohort, multivariate Cox regression showed that age, race, AJCC stage, SEER stage and surgery were independent prognostic factors for OS, while age, race, AJCC stage, TM stage, SEER stage and radiotherapy were independent prognostic factors for CSS. Based on the above Cox regression results, we constructed prognostic nomograms of OS and CSS in GCTC patients and found that the OS nomograms had higher C-index and AUC compared to TNM stage in the training and validation cohorts. In addition, in the training and external validation cohorts, the calibration curves showed a good consistency between the predicted and actual 3-, 5- and 10-year OS and CSS rates of the nomogram. The current prognostic nomogram can provide a personalized risk assessment for the survival of GCTC patients.
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spelling pubmed-76953572020-12-04 Development and validation of prognostic nomogram for germ cell testicular cancer patients Mao, Weipu Wu, Jianping Kong, Qingfang Li, Jian Xu, Bin Chen, Ming Aging (Albany NY) Research Paper The purpose of our study was to establish a reliable and practical nomogram based on significant clinical factors to predict the overall survival (OS) and cancer-specific survival (CSS) of patients with germ cell testicular cancer (GCTC). Patients diagnosed with GCTC between 2004 and 2015 were obtained from the SEER database. Nomograms were constructed using the R software to predict the OS and CSS probabilities and the constructed nomograms were validated and calibrated. A total of 22,165 GCTC patients were enrolled in the study, including the training cohort (15,515 patients) and the validation cohort (6,650 patients). In the training cohort, multivariate Cox regression showed that age, race, AJCC stage, SEER stage and surgery were independent prognostic factors for OS, while age, race, AJCC stage, TM stage, SEER stage and radiotherapy were independent prognostic factors for CSS. Based on the above Cox regression results, we constructed prognostic nomograms of OS and CSS in GCTC patients and found that the OS nomograms had higher C-index and AUC compared to TNM stage in the training and validation cohorts. In addition, in the training and external validation cohorts, the calibration curves showed a good consistency between the predicted and actual 3-, 5- and 10-year OS and CSS rates of the nomogram. The current prognostic nomogram can provide a personalized risk assessment for the survival of GCTC patients. Impact Journals 2020-11-02 /pmc/articles/PMC7695357/ /pubmed/33136554 http://dx.doi.org/10.18632/aging.104063 Text en Copyright: © 2020 Mao et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/3.0/) (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Paper
Mao, Weipu
Wu, Jianping
Kong, Qingfang
Li, Jian
Xu, Bin
Chen, Ming
Development and validation of prognostic nomogram for germ cell testicular cancer patients
title Development and validation of prognostic nomogram for germ cell testicular cancer patients
title_full Development and validation of prognostic nomogram for germ cell testicular cancer patients
title_fullStr Development and validation of prognostic nomogram for germ cell testicular cancer patients
title_full_unstemmed Development and validation of prognostic nomogram for germ cell testicular cancer patients
title_short Development and validation of prognostic nomogram for germ cell testicular cancer patients
title_sort development and validation of prognostic nomogram for germ cell testicular cancer patients
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7695357/
https://www.ncbi.nlm.nih.gov/pubmed/33136554
http://dx.doi.org/10.18632/aging.104063
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