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Comparison and validation of the value of preoperative inflammation marker-based prognostic scores in resectable pancreatic ductal adenocarcinoma

PURPOSE: We aimed to compare and validate the prognostic value of inflammation-based prognostic scores for patients with resectable pancreatic ductal adenocarcinoma (PDAC) and to establish a novel, effective nomogram incorporating inflammation-based prognostic scores to predict disease-free survival...

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Autores principales: Ye, Sisi, Bai, Li
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove Medical Press 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6138957/
https://www.ncbi.nlm.nih.gov/pubmed/30237742
http://dx.doi.org/10.2147/CMAR.S173444
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author Ye, Sisi
Bai, Li
author_facet Ye, Sisi
Bai, Li
author_sort Ye, Sisi
collection PubMed
description PURPOSE: We aimed to compare and validate the prognostic value of inflammation-based prognostic scores for patients with resectable pancreatic ductal adenocarcinoma (PDAC) and to establish a novel, effective nomogram incorporating inflammation-based prognostic scores to predict disease-free survival (DFS) in these patients. PATIENTS AND METHODS: Clinicopathological characteristics and follow-up data were retrieved from our prospective database. A total of 420 patients with PDAC who underwent radical resection were evaluated between January 2007 and December 2016. Blood samples were obtained within 7 days prior to surgical intervention. Time-dependent receiver operating characteristic curves were generated to determine optimal cutoff values for independent prognostic factors. Nomograms for DFS were established based on multivariate Cox proportional hazard models, and the results were internally validated using bootstrap resampling. RESULTS: Neutrophil-lymphocyte ratio (NLR) >2.13 and platelet-lymphocyte ratio (PLR) >140 were independent prognostic factors for DFS and overall survival. Stratified analyses indicated that these associations were not present among patients with stage III disease. Independent predictors of DFS, including Eastern Cooperative Oncology Group performance status score, tumor stage, differentiation, adjuvant treatment, NLR, and PLR, were incorporated into two nomograms for prediction of DFS in a cohort of PDAC patients after curative surgery. The area under receiver operating characteristic curve of the nomogram including NLR and PLR (0.804) was higher than that without NLR and PLR (0.711). The bootstrap-corrected AUC for the model including NLR and PLR was 0.803, while that for the model without NLR and PLR was 0.711. CONCLUSION: Our study demonstrates that high NLR and high PLR are important clinical predictors of poor survival in patients with resectable PDAC. Additionally, a nomogram including NLR and PLR can objectively and reliably predict DFS among patients with PDAC following curative surgery.
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spelling pubmed-61389572018-09-20 Comparison and validation of the value of preoperative inflammation marker-based prognostic scores in resectable pancreatic ductal adenocarcinoma Ye, Sisi Bai, Li Cancer Manag Res Original Research PURPOSE: We aimed to compare and validate the prognostic value of inflammation-based prognostic scores for patients with resectable pancreatic ductal adenocarcinoma (PDAC) and to establish a novel, effective nomogram incorporating inflammation-based prognostic scores to predict disease-free survival (DFS) in these patients. PATIENTS AND METHODS: Clinicopathological characteristics and follow-up data were retrieved from our prospective database. A total of 420 patients with PDAC who underwent radical resection were evaluated between January 2007 and December 2016. Blood samples were obtained within 7 days prior to surgical intervention. Time-dependent receiver operating characteristic curves were generated to determine optimal cutoff values for independent prognostic factors. Nomograms for DFS were established based on multivariate Cox proportional hazard models, and the results were internally validated using bootstrap resampling. RESULTS: Neutrophil-lymphocyte ratio (NLR) >2.13 and platelet-lymphocyte ratio (PLR) >140 were independent prognostic factors for DFS and overall survival. Stratified analyses indicated that these associations were not present among patients with stage III disease. Independent predictors of DFS, including Eastern Cooperative Oncology Group performance status score, tumor stage, differentiation, adjuvant treatment, NLR, and PLR, were incorporated into two nomograms for prediction of DFS in a cohort of PDAC patients after curative surgery. The area under receiver operating characteristic curve of the nomogram including NLR and PLR (0.804) was higher than that without NLR and PLR (0.711). The bootstrap-corrected AUC for the model including NLR and PLR was 0.803, while that for the model without NLR and PLR was 0.711. CONCLUSION: Our study demonstrates that high NLR and high PLR are important clinical predictors of poor survival in patients with resectable PDAC. Additionally, a nomogram including NLR and PLR can objectively and reliably predict DFS among patients with PDAC following curative surgery. Dove Medical Press 2018-09-11 /pmc/articles/PMC6138957/ /pubmed/30237742 http://dx.doi.org/10.2147/CMAR.S173444 Text en © 2018 Ye and Bai. 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.
spellingShingle Original Research
Ye, Sisi
Bai, Li
Comparison and validation of the value of preoperative inflammation marker-based prognostic scores in resectable pancreatic ductal adenocarcinoma
title Comparison and validation of the value of preoperative inflammation marker-based prognostic scores in resectable pancreatic ductal adenocarcinoma
title_full Comparison and validation of the value of preoperative inflammation marker-based prognostic scores in resectable pancreatic ductal adenocarcinoma
title_fullStr Comparison and validation of the value of preoperative inflammation marker-based prognostic scores in resectable pancreatic ductal adenocarcinoma
title_full_unstemmed Comparison and validation of the value of preoperative inflammation marker-based prognostic scores in resectable pancreatic ductal adenocarcinoma
title_short Comparison and validation of the value of preoperative inflammation marker-based prognostic scores in resectable pancreatic ductal adenocarcinoma
title_sort comparison and validation of the value of preoperative inflammation marker-based prognostic scores in resectable pancreatic ductal adenocarcinoma
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6138957/
https://www.ncbi.nlm.nih.gov/pubmed/30237742
http://dx.doi.org/10.2147/CMAR.S173444
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