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Prognostic factors for overall survival in patients with clear cell metastatic renal cell carcinoma: Model development and external validation with Memorial Sloan Kettering Cancer Center model and the international metastatic renal cell carcinoma database consortium model

To develop a new prognostic model for the overall survival of patients with clear cell metastatic renal cell carcinoma (mRCC) using Korean Renal Cancer Study Group (KRoCS) database and compared it with 2 renowned prognostic models: the Memorial Sloan Kettering Cancer Center (MSKCC) and the internati...

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Autores principales: Shin, Dongrul, Jeong, Chang Wook, Song, Cheryn, Kang, Minyong, Seo, Seong Il, Kim, Jung Kwon, Lee, Hakmin, Chung, Jinsoo, Hong, Sung-Hoo, Hwang, Eu Chang, Kwak, Cheol, Park, Jae Young
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8341338/
https://www.ncbi.nlm.nih.gov/pubmed/34397846
http://dx.doi.org/10.1097/MD.0000000000026826
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author Shin, Dongrul
Jeong, Chang Wook
Song, Cheryn
Kang, Minyong
Seo, Seong Il
Kim, Jung Kwon
Lee, Hakmin
Chung, Jinsoo
Hong, Sung-Hoo
Hwang, Eu Chang
Kwak, Cheol
Park, Jae Young
author_facet Shin, Dongrul
Jeong, Chang Wook
Song, Cheryn
Kang, Minyong
Seo, Seong Il
Kim, Jung Kwon
Lee, Hakmin
Chung, Jinsoo
Hong, Sung-Hoo
Hwang, Eu Chang
Kwak, Cheol
Park, Jae Young
author_sort Shin, Dongrul
collection PubMed
description To develop a new prognostic model for the overall survival of patients with clear cell metastatic renal cell carcinoma (mRCC) using Korean Renal Cancer Study Group (KRoCS) database and compared it with 2 renowned prognostic models: the Memorial Sloan Kettering Cancer Center (MSKCC) and the international metastatic renal cell carcinoma database consortium (IMDC) models. Data of 790 patients diagnosed with mRCC and receiving targeted therapy as their first-line treatment were pooled to this study. Data from 4 hospitals (n = 619) were used to develop the new model and those from other 5 hospitals (n = 171) were used for external validation. After detecting prognostic factors in multivariable Cox proportional-hazards regression analysis, patients were classified into 3 risk groups, favorable (0), intermediate (1–2), and poor (3 and more) by the number of prognostic factors. Seven variables such as more than 2 metastasis sites, no prior nephrectomy, Eastern Cooperative Oncology Group performance status ≥2, low hemoglobin, high serum corrected calcium, high neutrophil, high serum alkaline phosphatase were identified as prognostic factors for poor overall survival. Also, risk groups were categorized into 3 groups; median overall survival was 61.1 months in favorable, 26.5 months in intermediate, and 6.8 months in poor group. KRoCS ranked the first in all 3 statistical parameters including akaike information criterion (AIC), concordance index and generalized R(2) among other prognostic models. We developed the KRoCS model and validated it externally with demonstrating its superiority over MSKCC and IMDC models. The KRoCS model can provide useful information for counseling patients with clear cell mRCC regarding life-expectancy.
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spelling pubmed-83413382021-08-07 Prognostic factors for overall survival in patients with clear cell metastatic renal cell carcinoma: Model development and external validation with Memorial Sloan Kettering Cancer Center model and the international metastatic renal cell carcinoma database consortium model Shin, Dongrul Jeong, Chang Wook Song, Cheryn Kang, Minyong Seo, Seong Il Kim, Jung Kwon Lee, Hakmin Chung, Jinsoo Hong, Sung-Hoo Hwang, Eu Chang Kwak, Cheol Park, Jae Young Medicine (Baltimore) 7300 To develop a new prognostic model for the overall survival of patients with clear cell metastatic renal cell carcinoma (mRCC) using Korean Renal Cancer Study Group (KRoCS) database and compared it with 2 renowned prognostic models: the Memorial Sloan Kettering Cancer Center (MSKCC) and the international metastatic renal cell carcinoma database consortium (IMDC) models. Data of 790 patients diagnosed with mRCC and receiving targeted therapy as their first-line treatment were pooled to this study. Data from 4 hospitals (n = 619) were used to develop the new model and those from other 5 hospitals (n = 171) were used for external validation. After detecting prognostic factors in multivariable Cox proportional-hazards regression analysis, patients were classified into 3 risk groups, favorable (0), intermediate (1–2), and poor (3 and more) by the number of prognostic factors. Seven variables such as more than 2 metastasis sites, no prior nephrectomy, Eastern Cooperative Oncology Group performance status ≥2, low hemoglobin, high serum corrected calcium, high neutrophil, high serum alkaline phosphatase were identified as prognostic factors for poor overall survival. Also, risk groups were categorized into 3 groups; median overall survival was 61.1 months in favorable, 26.5 months in intermediate, and 6.8 months in poor group. KRoCS ranked the first in all 3 statistical parameters including akaike information criterion (AIC), concordance index and generalized R(2) among other prognostic models. We developed the KRoCS model and validated it externally with demonstrating its superiority over MSKCC and IMDC models. The KRoCS model can provide useful information for counseling patients with clear cell mRCC regarding life-expectancy. Lippincott Williams & Wilkins 2021-08-06 /pmc/articles/PMC8341338/ /pubmed/34397846 http://dx.doi.org/10.1097/MD.0000000000026826 Text en Copyright © 2021 the Author(s). Published by Wolters Kluwer Health, Inc. https://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 (https://creativecommons.org/licenses/by-nc/4.0/)
spellingShingle 7300
Shin, Dongrul
Jeong, Chang Wook
Song, Cheryn
Kang, Minyong
Seo, Seong Il
Kim, Jung Kwon
Lee, Hakmin
Chung, Jinsoo
Hong, Sung-Hoo
Hwang, Eu Chang
Kwak, Cheol
Park, Jae Young
Prognostic factors for overall survival in patients with clear cell metastatic renal cell carcinoma: Model development and external validation with Memorial Sloan Kettering Cancer Center model and the international metastatic renal cell carcinoma database consortium model
title Prognostic factors for overall survival in patients with clear cell metastatic renal cell carcinoma: Model development and external validation with Memorial Sloan Kettering Cancer Center model and the international metastatic renal cell carcinoma database consortium model
title_full Prognostic factors for overall survival in patients with clear cell metastatic renal cell carcinoma: Model development and external validation with Memorial Sloan Kettering Cancer Center model and the international metastatic renal cell carcinoma database consortium model
title_fullStr Prognostic factors for overall survival in patients with clear cell metastatic renal cell carcinoma: Model development and external validation with Memorial Sloan Kettering Cancer Center model and the international metastatic renal cell carcinoma database consortium model
title_full_unstemmed Prognostic factors for overall survival in patients with clear cell metastatic renal cell carcinoma: Model development and external validation with Memorial Sloan Kettering Cancer Center model and the international metastatic renal cell carcinoma database consortium model
title_short Prognostic factors for overall survival in patients with clear cell metastatic renal cell carcinoma: Model development and external validation with Memorial Sloan Kettering Cancer Center model and the international metastatic renal cell carcinoma database consortium model
title_sort prognostic factors for overall survival in patients with clear cell metastatic renal cell carcinoma: model development and external validation with memorial sloan kettering cancer center model and the international metastatic renal cell carcinoma database consortium model
topic 7300
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8341338/
https://www.ncbi.nlm.nih.gov/pubmed/34397846
http://dx.doi.org/10.1097/MD.0000000000026826
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