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Prognostic significance of sarcopenia and systemic inflammation for patients with renal cell carcinoma following nephrectomy
BACKGROUND: To clarify the prognostic effect of preoperative sarcopenia and systemic inflammation, and to develop a nomogram for predicting overall survival (OS) of patients with renal cell carcinoma (RCC) following partial or radical nephrectomy. METHODS: Patients with RCC following nephrectomy fro...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9798277/ https://www.ncbi.nlm.nih.gov/pubmed/36591466 http://dx.doi.org/10.3389/fonc.2022.1047515 |
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author | Liu, Qiuchen Yang, Jiajian Chen, Xin Yang, Jiakang Zhao, Xiaojun Huang, Yuhua Lin, Yuxin Pu, Jinxian |
author_facet | Liu, Qiuchen Yang, Jiajian Chen, Xin Yang, Jiakang Zhao, Xiaojun Huang, Yuhua Lin, Yuxin Pu, Jinxian |
author_sort | Liu, Qiuchen |
collection | PubMed |
description | BACKGROUND: To clarify the prognostic effect of preoperative sarcopenia and systemic inflammation, and to develop a nomogram for predicting overall survival (OS) of patients with renal cell carcinoma (RCC) following partial or radical nephrectomy. METHODS: Patients with RCC following nephrectomy from the First Affiliated Hospital of Soochow University during January 2018 to September 2020 were included in this study. The relationship between sarcopenia and inflammatory markers was identified by logistic regression analysis. Then univariable Cox regression analysis, LASSO regression analysis and multivariable Cox regression analysis were analyzed sequentially to select the independent prognostic factors. Kaplan-Meier survival curves were applied to ascertain the prognostic value. Finally, the identified independent predictors were incorporated in a nomogram, which was internally validated and compared with other methods. RESULTS: A total of 276 patients were enrolled, and 96 (34.8%) were diagnosed with sarcopenia, which was significantly associated with neutrophil-to-lymphocyte ratio (NLR). Sarcopenia and elevated inflammation markers, i.e., NLR, platelet-to-lymphocyte ratio (PLR) and the modified Glasgow Prognostic Score (mGPS), were independent factors for determining the OS. The model had good discrimination with Concordance index of 0.907 (95% CI: 0.882–0.931), and the calibration plots performed well. Both net reclassification index (NRI) and integrated discriminant improvement (IDI) exhibited better performance of the nomogram compared with clinical stage-based, sarcopenia-based and integrated “NLR+PLR+mGPS” methods. Moreover, decision curve analysis showed a net benefit of the nomogram at a threshold probability greater than 20%. CONCLUSIONS: Preoperative sarcopenia was significantly associated with NLR. A novel nomogram with well validation was developed for risk stratification, prognosis tracking and personalized therapeutics of RCC patients. |
format | Online Article Text |
id | pubmed-9798277 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97982772022-12-30 Prognostic significance of sarcopenia and systemic inflammation for patients with renal cell carcinoma following nephrectomy Liu, Qiuchen Yang, Jiajian Chen, Xin Yang, Jiakang Zhao, Xiaojun Huang, Yuhua Lin, Yuxin Pu, Jinxian Front Oncol Oncology BACKGROUND: To clarify the prognostic effect of preoperative sarcopenia and systemic inflammation, and to develop a nomogram for predicting overall survival (OS) of patients with renal cell carcinoma (RCC) following partial or radical nephrectomy. METHODS: Patients with RCC following nephrectomy from the First Affiliated Hospital of Soochow University during January 2018 to September 2020 were included in this study. The relationship between sarcopenia and inflammatory markers was identified by logistic regression analysis. Then univariable Cox regression analysis, LASSO regression analysis and multivariable Cox regression analysis were analyzed sequentially to select the independent prognostic factors. Kaplan-Meier survival curves were applied to ascertain the prognostic value. Finally, the identified independent predictors were incorporated in a nomogram, which was internally validated and compared with other methods. RESULTS: A total of 276 patients were enrolled, and 96 (34.8%) were diagnosed with sarcopenia, which was significantly associated with neutrophil-to-lymphocyte ratio (NLR). Sarcopenia and elevated inflammation markers, i.e., NLR, platelet-to-lymphocyte ratio (PLR) and the modified Glasgow Prognostic Score (mGPS), were independent factors for determining the OS. The model had good discrimination with Concordance index of 0.907 (95% CI: 0.882–0.931), and the calibration plots performed well. Both net reclassification index (NRI) and integrated discriminant improvement (IDI) exhibited better performance of the nomogram compared with clinical stage-based, sarcopenia-based and integrated “NLR+PLR+mGPS” methods. Moreover, decision curve analysis showed a net benefit of the nomogram at a threshold probability greater than 20%. CONCLUSIONS: Preoperative sarcopenia was significantly associated with NLR. A novel nomogram with well validation was developed for risk stratification, prognosis tracking and personalized therapeutics of RCC patients. Frontiers Media S.A. 2022-12-15 /pmc/articles/PMC9798277/ /pubmed/36591466 http://dx.doi.org/10.3389/fonc.2022.1047515 Text en Copyright © 2022 Liu, Yang, Chen, Yang, Zhao, Huang, Lin and Pu https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Liu, Qiuchen Yang, Jiajian Chen, Xin Yang, Jiakang Zhao, Xiaojun Huang, Yuhua Lin, Yuxin Pu, Jinxian Prognostic significance of sarcopenia and systemic inflammation for patients with renal cell carcinoma following nephrectomy |
title | Prognostic significance of sarcopenia and systemic inflammation for patients with renal cell carcinoma following nephrectomy |
title_full | Prognostic significance of sarcopenia and systemic inflammation for patients with renal cell carcinoma following nephrectomy |
title_fullStr | Prognostic significance of sarcopenia and systemic inflammation for patients with renal cell carcinoma following nephrectomy |
title_full_unstemmed | Prognostic significance of sarcopenia and systemic inflammation for patients with renal cell carcinoma following nephrectomy |
title_short | Prognostic significance of sarcopenia and systemic inflammation for patients with renal cell carcinoma following nephrectomy |
title_sort | prognostic significance of sarcopenia and systemic inflammation for patients with renal cell carcinoma following nephrectomy |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9798277/ https://www.ncbi.nlm.nih.gov/pubmed/36591466 http://dx.doi.org/10.3389/fonc.2022.1047515 |
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