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The Impacts of Systemic Immune-Inflammation Index on Clinical Outcomes in Gallbladder Carcinoma
Background: Systemic immune-inflammation index (SII) is considered to be a prognostic marker in several cancers. However, the prognostic value of baseline pre-operative SII in gallbladder carcinoma (GBC) has not been evaluated. This study aimed to determine the prognostic significance of SII and gen...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7645045/ https://www.ncbi.nlm.nih.gov/pubmed/33194617 http://dx.doi.org/10.3389/fonc.2020.554521 |
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author | Sun, Lejia Jin, Yukai Hu, Wenmo Zhang, Mengyuan Jin, Bao Xu, Haifeng Du, Shunda Xu, Yiyao Zhao, Haitao Lu, Xin Sang, Xinting Zhong, Shouxian Yang, Huayu Mao, Yilei |
author_facet | Sun, Lejia Jin, Yukai Hu, Wenmo Zhang, Mengyuan Jin, Bao Xu, Haifeng Du, Shunda Xu, Yiyao Zhao, Haitao Lu, Xin Sang, Xinting Zhong, Shouxian Yang, Huayu Mao, Yilei |
author_sort | Sun, Lejia |
collection | PubMed |
description | Background: Systemic immune-inflammation index (SII) is considered to be a prognostic marker in several cancers. However, the prognostic value of baseline pre-operative SII in gallbladder carcinoma (GBC) has not been evaluated. This study aimed to determine the prognostic significance of SII and generate a predictive nomogram. Methods: We retrospectively studied 142 GBC patients who underwent surgical resection at the Peking Union Medical College Hospital between 2003 and 2017. SII, neutrophil-to-lymphocyte ratio (NLR), and lymphocyte-to-monocyte ratio (LMR) were evaluated for their prognostic values. A multivariate Cox proportional hazards model was used for the recognition of significant factors. Then, the cohort was randomly divided into the training and the validation set. A nomogram was constructed using SII and other selected indicators in the training set. C-index, calibration plots, and decision curve analysis were performed to assess the nomogram's clinical utility in both the training and the validation set. Results: The predictive accuracy of SII (Harrell's concordance index [C-index]: 0.624), NLR (C-index: 0.626), and LMR (C-index: 0.622) was evaluated. The multivariate Cox model showed that SII was a superior independent predictor than NLR and LMR. SII level (≥600) (hazard ratio [HR]: 1.694, 95% confidence interval [CI]: 1.069–2.684, p = 0.024), carbohydrate antigen (CA) 19-9 level (≥37 U/ml) (HR: 2.407, 95% CI: 1.472–3.933, p < 0.001), and TNM stage (p = 0.026) were selected to construct a nomogram for predicting overall survival (OS). The predictive ability of this model was assessed by C-index (0.755 in the training set, 0.754 in the validation set). Good performance was demonstrated by the calibration plot. A high net benefit was proven by decision curve analysis (DCA). Conclusion: SII is an independent prognostic indicator in GBC patients after surgical resection, and the nomogram based on it is a useful tool for predicting OS. |
format | Online Article Text |
id | pubmed-7645045 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-76450452020-11-13 The Impacts of Systemic Immune-Inflammation Index on Clinical Outcomes in Gallbladder Carcinoma Sun, Lejia Jin, Yukai Hu, Wenmo Zhang, Mengyuan Jin, Bao Xu, Haifeng Du, Shunda Xu, Yiyao Zhao, Haitao Lu, Xin Sang, Xinting Zhong, Shouxian Yang, Huayu Mao, Yilei Front Oncol Oncology Background: Systemic immune-inflammation index (SII) is considered to be a prognostic marker in several cancers. However, the prognostic value of baseline pre-operative SII in gallbladder carcinoma (GBC) has not been evaluated. This study aimed to determine the prognostic significance of SII and generate a predictive nomogram. Methods: We retrospectively studied 142 GBC patients who underwent surgical resection at the Peking Union Medical College Hospital between 2003 and 2017. SII, neutrophil-to-lymphocyte ratio (NLR), and lymphocyte-to-monocyte ratio (LMR) were evaluated for their prognostic values. A multivariate Cox proportional hazards model was used for the recognition of significant factors. Then, the cohort was randomly divided into the training and the validation set. A nomogram was constructed using SII and other selected indicators in the training set. C-index, calibration plots, and decision curve analysis were performed to assess the nomogram's clinical utility in both the training and the validation set. Results: The predictive accuracy of SII (Harrell's concordance index [C-index]: 0.624), NLR (C-index: 0.626), and LMR (C-index: 0.622) was evaluated. The multivariate Cox model showed that SII was a superior independent predictor than NLR and LMR. SII level (≥600) (hazard ratio [HR]: 1.694, 95% confidence interval [CI]: 1.069–2.684, p = 0.024), carbohydrate antigen (CA) 19-9 level (≥37 U/ml) (HR: 2.407, 95% CI: 1.472–3.933, p < 0.001), and TNM stage (p = 0.026) were selected to construct a nomogram for predicting overall survival (OS). The predictive ability of this model was assessed by C-index (0.755 in the training set, 0.754 in the validation set). Good performance was demonstrated by the calibration plot. A high net benefit was proven by decision curve analysis (DCA). Conclusion: SII is an independent prognostic indicator in GBC patients after surgical resection, and the nomogram based on it is a useful tool for predicting OS. Frontiers Media S.A. 2020-10-23 /pmc/articles/PMC7645045/ /pubmed/33194617 http://dx.doi.org/10.3389/fonc.2020.554521 Text en Copyright © 2020 Sun, Jin, Hu, Zhang, Jin, Xu, Du, Xu, Zhao, Lu, Sang, Zhong, Yang and Mao. http://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 Sun, Lejia Jin, Yukai Hu, Wenmo Zhang, Mengyuan Jin, Bao Xu, Haifeng Du, Shunda Xu, Yiyao Zhao, Haitao Lu, Xin Sang, Xinting Zhong, Shouxian Yang, Huayu Mao, Yilei The Impacts of Systemic Immune-Inflammation Index on Clinical Outcomes in Gallbladder Carcinoma |
title | The Impacts of Systemic Immune-Inflammation Index on Clinical Outcomes in Gallbladder Carcinoma |
title_full | The Impacts of Systemic Immune-Inflammation Index on Clinical Outcomes in Gallbladder Carcinoma |
title_fullStr | The Impacts of Systemic Immune-Inflammation Index on Clinical Outcomes in Gallbladder Carcinoma |
title_full_unstemmed | The Impacts of Systemic Immune-Inflammation Index on Clinical Outcomes in Gallbladder Carcinoma |
title_short | The Impacts of Systemic Immune-Inflammation Index on Clinical Outcomes in Gallbladder Carcinoma |
title_sort | impacts of systemic immune-inflammation index on clinical outcomes in gallbladder carcinoma |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7645045/ https://www.ncbi.nlm.nih.gov/pubmed/33194617 http://dx.doi.org/10.3389/fonc.2020.554521 |
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