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Combination of Hematology Indicators and Oncological Characteristics as a New Promising Prognostic Factor in Localized Clear Cell Renal Cell Carcinoma

PURPOSE: This study aimed to construct a predictive model for recurrence and metastasis in patients with localized clear cell renal cell carcinoma (ccRCC) based on multiple preoperative blood indexes and oncological characteristics. PATIENTS AND METHODS: Overall, 442 patients with localized ccRCC be...

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Autores principales: Kang, Xiangpeng, Shi, Hongzhe, Wang, Dong, Xiao, Zejun, Tian, Jun, Bi, Xingang, Jiang, Weixing, Li, Changling, Ma, Jianhui, Zheng, Shan, Sun, Yueping, Shou, Jianzhong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7567576/
https://www.ncbi.nlm.nih.gov/pubmed/33116859
http://dx.doi.org/10.2147/CMAR.S264400
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author Kang, Xiangpeng
Shi, Hongzhe
Wang, Dong
Xiao, Zejun
Tian, Jun
Bi, Xingang
Jiang, Weixing
Li, Changling
Ma, Jianhui
Zheng, Shan
Sun, Yueping
Shou, Jianzhong
author_facet Kang, Xiangpeng
Shi, Hongzhe
Wang, Dong
Xiao, Zejun
Tian, Jun
Bi, Xingang
Jiang, Weixing
Li, Changling
Ma, Jianhui
Zheng, Shan
Sun, Yueping
Shou, Jianzhong
author_sort Kang, Xiangpeng
collection PubMed
description PURPOSE: This study aimed to construct a predictive model for recurrence and metastasis in patients with localized clear cell renal cell carcinoma (ccRCC) based on multiple preoperative blood indexes and oncological characteristics. PATIENTS AND METHODS: Overall, 442 patients with localized ccRCC between 2013 and 2015 were included. Using least absolute shrinkage and selection operator (LASSO) Cox regression analysis, the top three risk factors from the peripheral blood indicators were screened to construct a risk score, and a prognostic model was established. Harrell’s concordance index (C-index) was applied to evaluate the predictive accuracy of the model for predicting disease-free survival (DFS) in ccRCC. RESULTS: Out of 38 blood indexes, the top three predictors were fibrinogen (FIB), C-reactive protein (CRP) and neutrophil-lymphocyte ratio (NLR). The FIB-CRP-NLR (FCN) score (hazard ratio [HR]: 1.86, 95% confidence interval [CI]: 1.21–2.9, P = 0.005) was an independent prognostic factor in multivariate analysis. Furthermore, the FIB-CRP-NLR-T-Grade (FCNTG) risk model combining FCN score, T stage and Furhman grade achieved a higher prognostic accuracy (mean C-index, 0.728) than both the FCN score alone (mean C-index, 0.675) and the stage, size, grade, and necrosis (SSIGN) score (mean C-index, 0.686) in the validation cohort. CONCLUSION: The FCN score combining peripheral blood indicators of inflammation and coagulation is an independent prognostic marker of ccRCC. The FCNTG model, which systemically incorporates preoperative blood indexes to oncological characteristics, shows its advantages of convenience and high prediction efficiency.
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spelling pubmed-75675762020-10-27 Combination of Hematology Indicators and Oncological Characteristics as a New Promising Prognostic Factor in Localized Clear Cell Renal Cell Carcinoma Kang, Xiangpeng Shi, Hongzhe Wang, Dong Xiao, Zejun Tian, Jun Bi, Xingang Jiang, Weixing Li, Changling Ma, Jianhui Zheng, Shan Sun, Yueping Shou, Jianzhong Cancer Manag Res Original Research PURPOSE: This study aimed to construct a predictive model for recurrence and metastasis in patients with localized clear cell renal cell carcinoma (ccRCC) based on multiple preoperative blood indexes and oncological characteristics. PATIENTS AND METHODS: Overall, 442 patients with localized ccRCC between 2013 and 2015 were included. Using least absolute shrinkage and selection operator (LASSO) Cox regression analysis, the top three risk factors from the peripheral blood indicators were screened to construct a risk score, and a prognostic model was established. Harrell’s concordance index (C-index) was applied to evaluate the predictive accuracy of the model for predicting disease-free survival (DFS) in ccRCC. RESULTS: Out of 38 blood indexes, the top three predictors were fibrinogen (FIB), C-reactive protein (CRP) and neutrophil-lymphocyte ratio (NLR). The FIB-CRP-NLR (FCN) score (hazard ratio [HR]: 1.86, 95% confidence interval [CI]: 1.21–2.9, P = 0.005) was an independent prognostic factor in multivariate analysis. Furthermore, the FIB-CRP-NLR-T-Grade (FCNTG) risk model combining FCN score, T stage and Furhman grade achieved a higher prognostic accuracy (mean C-index, 0.728) than both the FCN score alone (mean C-index, 0.675) and the stage, size, grade, and necrosis (SSIGN) score (mean C-index, 0.686) in the validation cohort. CONCLUSION: The FCN score combining peripheral blood indicators of inflammation and coagulation is an independent prognostic marker of ccRCC. The FCNTG model, which systemically incorporates preoperative blood indexes to oncological characteristics, shows its advantages of convenience and high prediction efficiency. Dove 2020-10-12 /pmc/articles/PMC7567576/ /pubmed/33116859 http://dx.doi.org/10.2147/CMAR.S264400 Text en © 2020 Kang et al. http://creativecommons.org/licenses/by-nc/3.0/ This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php).
spellingShingle Original Research
Kang, Xiangpeng
Shi, Hongzhe
Wang, Dong
Xiao, Zejun
Tian, Jun
Bi, Xingang
Jiang, Weixing
Li, Changling
Ma, Jianhui
Zheng, Shan
Sun, Yueping
Shou, Jianzhong
Combination of Hematology Indicators and Oncological Characteristics as a New Promising Prognostic Factor in Localized Clear Cell Renal Cell Carcinoma
title Combination of Hematology Indicators and Oncological Characteristics as a New Promising Prognostic Factor in Localized Clear Cell Renal Cell Carcinoma
title_full Combination of Hematology Indicators and Oncological Characteristics as a New Promising Prognostic Factor in Localized Clear Cell Renal Cell Carcinoma
title_fullStr Combination of Hematology Indicators and Oncological Characteristics as a New Promising Prognostic Factor in Localized Clear Cell Renal Cell Carcinoma
title_full_unstemmed Combination of Hematology Indicators and Oncological Characteristics as a New Promising Prognostic Factor in Localized Clear Cell Renal Cell Carcinoma
title_short Combination of Hematology Indicators and Oncological Characteristics as a New Promising Prognostic Factor in Localized Clear Cell Renal Cell Carcinoma
title_sort combination of hematology indicators and oncological characteristics as a new promising prognostic factor in localized clear cell renal cell carcinoma
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7567576/
https://www.ncbi.nlm.nih.gov/pubmed/33116859
http://dx.doi.org/10.2147/CMAR.S264400
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