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The Prognostic Value of Systemic Inflammation Response Index in Cholangiocarcinoma Patients
PURPOSE: We determined the prognostic value of the systemic inflammation response index (SIRI) in patients with cholangiocarcinoma after surgery and constructed a survival prediction model based on SIRI. PATIENTS AND METHODS: We recruited 328 patients with histopathologically confirmed cholangiocarc...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8364361/ https://www.ncbi.nlm.nih.gov/pubmed/34408489 http://dx.doi.org/10.2147/CMAR.S317954 |
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author | Jin, Bao Hu, Wenmo Su, Si Xu, Haifeng Lu, Xin Sang, Xinting Yang, Huayu Mao, Yilei Du, Shunda |
author_facet | Jin, Bao Hu, Wenmo Su, Si Xu, Haifeng Lu, Xin Sang, Xinting Yang, Huayu Mao, Yilei Du, Shunda |
author_sort | Jin, Bao |
collection | PubMed |
description | PURPOSE: We determined the prognostic value of the systemic inflammation response index (SIRI) in patients with cholangiocarcinoma after surgery and constructed a survival prediction model based on SIRI. PATIENTS AND METHODS: We recruited 328 patients with histopathologically confirmed cholangiocarcinoma from 2003 to 2017 and performed Kaplan–Meier survival and Cox analyses to analyze the prognostic value of the SIRI and identify other significant factors. A nomogram involving SIRI and other clinicopathological factors was established based on the training cohort. The concordance index (C-index), decision curve analysis, calibration plots, and Hosmer–Lemeshow test were used to evaluate the clinical utility of the nomogram and to compare it with the traditional TNM staging system. The results were validated using a separate validation cohort. RESULTS: The patients were randomly divided into the training (n = 232) and validation (n = 96) cohorts. In the training cohort, the independent factors derived from the Cox multivariate analysis were SIRI, platelet-to-lymphocyte ratio, jaundice, γ-glutamyl transpeptidase level, maximal tumor size, N stage, M stage, and radical surgery. Time-dependent receiver operating characteristic (ROC) curves showed higher AUC for SIRI than those for other inflammation-based biomarkers. A nomogram containing all the independent factors showed good discrimination and calibration. The C-index values for overall survival, 0.737 (95% Cl: 0.683–0.791) and 0.738 (95% Cl: 0.679–0.797) in the training and validation cohorts, respectively, were significantly better than those for the TNM staging system [0.576 (95% Cl: 0.515–0.637) and 0.523 (95% Cl: 0.465–0.581), respectively]. CONCLUSION: SIRI was an independent prognostic factor for cholangiocarcinoma. A prognostic model based on SIRI might help clinicians to stratify patients more precisely and provide individualized treatment. |
format | Online Article Text |
id | pubmed-8364361 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Dove |
record_format | MEDLINE/PubMed |
spelling | pubmed-83643612021-08-17 The Prognostic Value of Systemic Inflammation Response Index in Cholangiocarcinoma Patients Jin, Bao Hu, Wenmo Su, Si Xu, Haifeng Lu, Xin Sang, Xinting Yang, Huayu Mao, Yilei Du, Shunda Cancer Manag Res Original Research PURPOSE: We determined the prognostic value of the systemic inflammation response index (SIRI) in patients with cholangiocarcinoma after surgery and constructed a survival prediction model based on SIRI. PATIENTS AND METHODS: We recruited 328 patients with histopathologically confirmed cholangiocarcinoma from 2003 to 2017 and performed Kaplan–Meier survival and Cox analyses to analyze the prognostic value of the SIRI and identify other significant factors. A nomogram involving SIRI and other clinicopathological factors was established based on the training cohort. The concordance index (C-index), decision curve analysis, calibration plots, and Hosmer–Lemeshow test were used to evaluate the clinical utility of the nomogram and to compare it with the traditional TNM staging system. The results were validated using a separate validation cohort. RESULTS: The patients were randomly divided into the training (n = 232) and validation (n = 96) cohorts. In the training cohort, the independent factors derived from the Cox multivariate analysis were SIRI, platelet-to-lymphocyte ratio, jaundice, γ-glutamyl transpeptidase level, maximal tumor size, N stage, M stage, and radical surgery. Time-dependent receiver operating characteristic (ROC) curves showed higher AUC for SIRI than those for other inflammation-based biomarkers. A nomogram containing all the independent factors showed good discrimination and calibration. The C-index values for overall survival, 0.737 (95% Cl: 0.683–0.791) and 0.738 (95% Cl: 0.679–0.797) in the training and validation cohorts, respectively, were significantly better than those for the TNM staging system [0.576 (95% Cl: 0.515–0.637) and 0.523 (95% Cl: 0.465–0.581), respectively]. CONCLUSION: SIRI was an independent prognostic factor for cholangiocarcinoma. A prognostic model based on SIRI might help clinicians to stratify patients more precisely and provide individualized treatment. Dove 2021-08-10 /pmc/articles/PMC8364361/ /pubmed/34408489 http://dx.doi.org/10.2147/CMAR.S317954 Text en © 2021 Jin et al. https://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/ (https://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 Jin, Bao Hu, Wenmo Su, Si Xu, Haifeng Lu, Xin Sang, Xinting Yang, Huayu Mao, Yilei Du, Shunda The Prognostic Value of Systemic Inflammation Response Index in Cholangiocarcinoma Patients |
title | The Prognostic Value of Systemic Inflammation Response Index in Cholangiocarcinoma Patients |
title_full | The Prognostic Value of Systemic Inflammation Response Index in Cholangiocarcinoma Patients |
title_fullStr | The Prognostic Value of Systemic Inflammation Response Index in Cholangiocarcinoma Patients |
title_full_unstemmed | The Prognostic Value of Systemic Inflammation Response Index in Cholangiocarcinoma Patients |
title_short | The Prognostic Value of Systemic Inflammation Response Index in Cholangiocarcinoma Patients |
title_sort | prognostic value of systemic inflammation response index in cholangiocarcinoma patients |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8364361/ https://www.ncbi.nlm.nih.gov/pubmed/34408489 http://dx.doi.org/10.2147/CMAR.S317954 |
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