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Novel survival nomograms for patients with lung metastatic clear cell renal cell carcinoma: A population-based study
Survival heterogeneity is observed among renal cell carcinoma (RCC) patients with metastases in different organs. Moreover, almost all previous prognostic nomograms based on data from metastatic RCC patients did not take competing events, such as death from cerebrovascular and heart diseases, into a...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Lippincott Williams & Wilkins
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7769336/ https://www.ncbi.nlm.nih.gov/pubmed/33350729 http://dx.doi.org/10.1097/MD.0000000000023465 |
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author | Zhang, Lei Hou, Guangdong Gao, Ming Zheng, Yu Dun, Xinlong Hou, Niuniu Zheng, Wanxiang Yan, Fei Lu, Jun Meng, Ping Ju, Dongen Yuan, Jiarui Wei, Di Zhu, Zheng Wang, Fuli Yuan, Jianlin |
author_facet | Zhang, Lei Hou, Guangdong Gao, Ming Zheng, Yu Dun, Xinlong Hou, Niuniu Zheng, Wanxiang Yan, Fei Lu, Jun Meng, Ping Ju, Dongen Yuan, Jiarui Wei, Di Zhu, Zheng Wang, Fuli Yuan, Jianlin |
author_sort | Zhang, Lei |
collection | PubMed |
description | Survival heterogeneity is observed among renal cell carcinoma (RCC) patients with metastases in different organs. Moreover, almost all previous prognostic nomograms based on data from metastatic RCC patients did not take competing events, such as death from cerebrovascular and heart diseases, into account. We aimed to construct novel prognostic nomograms for patients with lung metastatic clear cell RCC (LMCCRCC). Data of 712 non-Hispanic white LMCCRCC patients registered in the Surveillance, Epidemiology, and End Results database were retrospectively analyzed. Nomograms for predicting overall survival (OS) and disease-specific survival (DSS) were established using the Cox approach and Fine and Gray approach, respectively, and their performances were assessed using the concordance index (C-index), calibration plots, and an independent cohort comprising 181 Hispanic patients. Sex, tumor grade, T stage, N stage, presence or absence of bone metastases, and presence or absence of brain metastases were independent predictors for both OS and DSS. Additionally, presence or absence of liver metastases was an independent predictor only for DSS. Meanwhile, age at diagnosis was independently associated with OS. The C-indexes of the nomograms were 0.702 for OS and 0.723 for DSS in internal validation. In external validation, the C-indexes were 0.700 for OS and 0.708 for DSS. Both internal and external calibration plots showed excellent consistency between the prediction and the observation. The current study developed a novel nomogram for predicting individual OS in LMCCRCC patients. Moreover, we constructed an effective competing risk nomogram for predicting their individual DSS for the first time. |
format | Online Article Text |
id | pubmed-7769336 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Lippincott Williams & Wilkins |
record_format | MEDLINE/PubMed |
spelling | pubmed-77693362020-12-29 Novel survival nomograms for patients with lung metastatic clear cell renal cell carcinoma: A population-based study Zhang, Lei Hou, Guangdong Gao, Ming Zheng, Yu Dun, Xinlong Hou, Niuniu Zheng, Wanxiang Yan, Fei Lu, Jun Meng, Ping Ju, Dongen Yuan, Jiarui Wei, Di Zhu, Zheng Wang, Fuli Yuan, Jianlin Medicine (Baltimore) 7300 Survival heterogeneity is observed among renal cell carcinoma (RCC) patients with metastases in different organs. Moreover, almost all previous prognostic nomograms based on data from metastatic RCC patients did not take competing events, such as death from cerebrovascular and heart diseases, into account. We aimed to construct novel prognostic nomograms for patients with lung metastatic clear cell RCC (LMCCRCC). Data of 712 non-Hispanic white LMCCRCC patients registered in the Surveillance, Epidemiology, and End Results database were retrospectively analyzed. Nomograms for predicting overall survival (OS) and disease-specific survival (DSS) were established using the Cox approach and Fine and Gray approach, respectively, and their performances were assessed using the concordance index (C-index), calibration plots, and an independent cohort comprising 181 Hispanic patients. Sex, tumor grade, T stage, N stage, presence or absence of bone metastases, and presence or absence of brain metastases were independent predictors for both OS and DSS. Additionally, presence or absence of liver metastases was an independent predictor only for DSS. Meanwhile, age at diagnosis was independently associated with OS. The C-indexes of the nomograms were 0.702 for OS and 0.723 for DSS in internal validation. In external validation, the C-indexes were 0.700 for OS and 0.708 for DSS. Both internal and external calibration plots showed excellent consistency between the prediction and the observation. The current study developed a novel nomogram for predicting individual OS in LMCCRCC patients. Moreover, we constructed an effective competing risk nomogram for predicting their individual DSS for the first time. Lippincott Williams & Wilkins 2020-12-24 /pmc/articles/PMC7769336/ /pubmed/33350729 http://dx.doi.org/10.1097/MD.0000000000023465 Text en Copyright © 2020 the Author(s). Published by Wolters Kluwer Health, Inc. http://creativecommons.org/licenses/by-nc/4.0 This is an open access article distributed under the terms of the Creative Commons Attribution-Non Commercial License 4.0 (CCBY-NC), where it is permissible to download, share, remix, transform, and buildup the work provided it is properly cited. The work cannot be used commercially without permission from the journal. http://creativecommons.org/licenses/by-nc/4.0 |
spellingShingle | 7300 Zhang, Lei Hou, Guangdong Gao, Ming Zheng, Yu Dun, Xinlong Hou, Niuniu Zheng, Wanxiang Yan, Fei Lu, Jun Meng, Ping Ju, Dongen Yuan, Jiarui Wei, Di Zhu, Zheng Wang, Fuli Yuan, Jianlin Novel survival nomograms for patients with lung metastatic clear cell renal cell carcinoma: A population-based study |
title | Novel survival nomograms for patients with lung metastatic clear cell renal cell carcinoma: A population-based study |
title_full | Novel survival nomograms for patients with lung metastatic clear cell renal cell carcinoma: A population-based study |
title_fullStr | Novel survival nomograms for patients with lung metastatic clear cell renal cell carcinoma: A population-based study |
title_full_unstemmed | Novel survival nomograms for patients with lung metastatic clear cell renal cell carcinoma: A population-based study |
title_short | Novel survival nomograms for patients with lung metastatic clear cell renal cell carcinoma: A population-based study |
title_sort | novel survival nomograms for patients with lung metastatic clear cell renal cell carcinoma: a population-based study |
topic | 7300 |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7769336/ https://www.ncbi.nlm.nih.gov/pubmed/33350729 http://dx.doi.org/10.1097/MD.0000000000023465 |
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