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Development and validation of prognostic nomogram for elderly patients with clear cell renal cell carcinoma based on the SEER database
This study sought to establish nomogram models of overall survival (OS) in patients with elderly clear cell renal cell carcinoma (ECCRCC). The Surveillance, Epidemiology, and End Results database provided data of the ECCRCC-afflicted patients diagnosed during the period from 2010 to 2015. This data...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Lippincott Williams & Wilkins
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10589540/ https://www.ncbi.nlm.nih.gov/pubmed/37861499 http://dx.doi.org/10.1097/MD.0000000000035694 |
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author | Lin, Mingxin Wang, Cong Zhou, Jianan |
author_facet | Lin, Mingxin Wang, Cong Zhou, Jianan |
author_sort | Lin, Mingxin |
collection | PubMed |
description | This study sought to establish nomogram models of overall survival (OS) in patients with elderly clear cell renal cell carcinoma (ECCRCC). The Surveillance, Epidemiology, and End Results database provided data of the ECCRCC-afflicted patients diagnosed during the period from 2010 to 2015. This data was subsequently segregated into the training and validation sets randomly in a 7:3 ratio. The calibration curves, the receiver operating characteristic curves, the decision curve analysis and the Concordance index (C-index) were applied for the model evaluation. 9201 eligible cases from 2010 to 2015 were extracted; 6441 were included in the training cohort and 2760 in the validation cohort. The C-index for the training and validation sets were 0.710 and 0.709, respectively. The receiver operating characteristic and decision curve analysis curves demonstrated that nomograms outperformed the AJCC stage in predictive performance. Moreover, the nomogram was found to match closely with the actual observation, as indicated by the calibration plots. To make predictions with regard to the survival of the ECCRCC-afflicted individuals, and as a guide for treatment, the new nomogram could be used. |
format | Online Article Text |
id | pubmed-10589540 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Lippincott Williams & Wilkins |
record_format | MEDLINE/PubMed |
spelling | pubmed-105895402023-10-22 Development and validation of prognostic nomogram for elderly patients with clear cell renal cell carcinoma based on the SEER database Lin, Mingxin Wang, Cong Zhou, Jianan Medicine (Baltimore) Research Article: Observational Study This study sought to establish nomogram models of overall survival (OS) in patients with elderly clear cell renal cell carcinoma (ECCRCC). The Surveillance, Epidemiology, and End Results database provided data of the ECCRCC-afflicted patients diagnosed during the period from 2010 to 2015. This data was subsequently segregated into the training and validation sets randomly in a 7:3 ratio. The calibration curves, the receiver operating characteristic curves, the decision curve analysis and the Concordance index (C-index) were applied for the model evaluation. 9201 eligible cases from 2010 to 2015 were extracted; 6441 were included in the training cohort and 2760 in the validation cohort. The C-index for the training and validation sets were 0.710 and 0.709, respectively. The receiver operating characteristic and decision curve analysis curves demonstrated that nomograms outperformed the AJCC stage in predictive performance. Moreover, the nomogram was found to match closely with the actual observation, as indicated by the calibration plots. To make predictions with regard to the survival of the ECCRCC-afflicted individuals, and as a guide for treatment, the new nomogram could be used. Lippincott Williams & Wilkins 2023-10-20 /pmc/articles/PMC10589540/ /pubmed/37861499 http://dx.doi.org/10.1097/MD.0000000000035694 Text en Copyright © 2023 the Author(s). Published by Wolters Kluwer Health, Inc. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License 4.0 (CCBY) (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article: Observational Study Lin, Mingxin Wang, Cong Zhou, Jianan Development and validation of prognostic nomogram for elderly patients with clear cell renal cell carcinoma based on the SEER database |
title | Development and validation of prognostic nomogram for elderly patients with clear cell renal cell carcinoma based on the SEER database |
title_full | Development and validation of prognostic nomogram for elderly patients with clear cell renal cell carcinoma based on the SEER database |
title_fullStr | Development and validation of prognostic nomogram for elderly patients with clear cell renal cell carcinoma based on the SEER database |
title_full_unstemmed | Development and validation of prognostic nomogram for elderly patients with clear cell renal cell carcinoma based on the SEER database |
title_short | Development and validation of prognostic nomogram for elderly patients with clear cell renal cell carcinoma based on the SEER database |
title_sort | development and validation of prognostic nomogram for elderly patients with clear cell renal cell carcinoma based on the seer database |
topic | Research Article: Observational Study |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10589540/ https://www.ncbi.nlm.nih.gov/pubmed/37861499 http://dx.doi.org/10.1097/MD.0000000000035694 |
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