Cargando…
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...
Autores principales: | , , , , , , , , , , , |
---|---|
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 |
_version_ | 1783596354005630976 |
---|---|
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. |
format | Online Article Text |
id | pubmed-7567576 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Dove |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT kangxiangpeng combinationofhematologyindicatorsandoncologicalcharacteristicsasanewpromisingprognosticfactorinlocalizedclearcellrenalcellcarcinoma AT shihongzhe combinationofhematologyindicatorsandoncologicalcharacteristicsasanewpromisingprognosticfactorinlocalizedclearcellrenalcellcarcinoma AT wangdong combinationofhematologyindicatorsandoncologicalcharacteristicsasanewpromisingprognosticfactorinlocalizedclearcellrenalcellcarcinoma AT xiaozejun combinationofhematologyindicatorsandoncologicalcharacteristicsasanewpromisingprognosticfactorinlocalizedclearcellrenalcellcarcinoma AT tianjun combinationofhematologyindicatorsandoncologicalcharacteristicsasanewpromisingprognosticfactorinlocalizedclearcellrenalcellcarcinoma AT bixingang combinationofhematologyindicatorsandoncologicalcharacteristicsasanewpromisingprognosticfactorinlocalizedclearcellrenalcellcarcinoma AT jiangweixing combinationofhematologyindicatorsandoncologicalcharacteristicsasanewpromisingprognosticfactorinlocalizedclearcellrenalcellcarcinoma AT lichangling combinationofhematologyindicatorsandoncologicalcharacteristicsasanewpromisingprognosticfactorinlocalizedclearcellrenalcellcarcinoma AT majianhui combinationofhematologyindicatorsandoncologicalcharacteristicsasanewpromisingprognosticfactorinlocalizedclearcellrenalcellcarcinoma AT zhengshan combinationofhematologyindicatorsandoncologicalcharacteristicsasanewpromisingprognosticfactorinlocalizedclearcellrenalcellcarcinoma AT sunyueping combinationofhematologyindicatorsandoncologicalcharacteristicsasanewpromisingprognosticfactorinlocalizedclearcellrenalcellcarcinoma AT shoujianzhong combinationofhematologyindicatorsandoncologicalcharacteristicsasanewpromisingprognosticfactorinlocalizedclearcellrenalcellcarcinoma |