Cargando…
A Quantitative Clinicopathological Signature for Predicting Recurrence Risk of Pancreatic Ductal Adenocarcinoma After Radical Resection
Recurrence and distant metastases were main reasons of unfavorable outcomes for patients with pancreatic ductal adenocarcinoma (PDAC) after surgery. The aim of this study was to describe the patterns, timing, and predictors of recurrence or metastasis in PDAC patients after curative surgery. Patient...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6861378/ https://www.ncbi.nlm.nih.gov/pubmed/31781499 http://dx.doi.org/10.3389/fonc.2019.01197 |
_version_ | 1783471343094726656 |
---|---|
author | He, Chaobin Huang, Xin Zhang, Yu Cai, Zhiyuan Lin, Xiaojun Li, Shengping |
author_facet | He, Chaobin Huang, Xin Zhang, Yu Cai, Zhiyuan Lin, Xiaojun Li, Shengping |
author_sort | He, Chaobin |
collection | PubMed |
description | Recurrence and distant metastases were main reasons of unfavorable outcomes for patients with pancreatic ductal adenocarcinoma (PDAC) after surgery. The aim of this study was to describe the patterns, timing, and predictors of recurrence or metastasis in PDAC patients after curative surgery. Patients with PDAC who underwent radical pancreatectomy were included. Associations between clinicopathological and radiological characteristics and specific pattern of progression were investigated. Least absolute shrinkage and selection operator (LASSO) and Cox regression were applied to assess the prognostic factors for overall survival (OS) and progression-free survival (PFS). A total of 302 patients were included into present study, and 173 patients were documented as recurrence after a median survival of 24.7 months. More than half of patients recurred after 12 months after surgery, and the liver was the most common metastatic site. Decreased time interval to progression, elevated carbohydrate antigen 19-9 (CA19-9) level, and lymph node (LN)16 metastasis were independent predictors for reduced OS. Independent prognostic factors for PFS included elevated carcinoembryonic antigen (CEA) level, local progression, liver or lung-only metastasis, local + distant progression, multiple metastases, LN16 metastasis, imaging tumor size, chemotherapy, and tumor–node–metastasis (TNM) stage. The predictive system showed valuable prediction performance with values of concordance indexes (C-indexes) and the area under the receiver operating characteristic curve (AUC) over 0.80. Different survival curves and predictive factors for specific patterns of disease progression suggested the biological heterogeneity, providing new versions into personal management of recurrence in PDAC patients after surgery. |
format | Online Article Text |
id | pubmed-6861378 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-68613782019-11-28 A Quantitative Clinicopathological Signature for Predicting Recurrence Risk of Pancreatic Ductal Adenocarcinoma After Radical Resection He, Chaobin Huang, Xin Zhang, Yu Cai, Zhiyuan Lin, Xiaojun Li, Shengping Front Oncol Oncology Recurrence and distant metastases were main reasons of unfavorable outcomes for patients with pancreatic ductal adenocarcinoma (PDAC) after surgery. The aim of this study was to describe the patterns, timing, and predictors of recurrence or metastasis in PDAC patients after curative surgery. Patients with PDAC who underwent radical pancreatectomy were included. Associations between clinicopathological and radiological characteristics and specific pattern of progression were investigated. Least absolute shrinkage and selection operator (LASSO) and Cox regression were applied to assess the prognostic factors for overall survival (OS) and progression-free survival (PFS). A total of 302 patients were included into present study, and 173 patients were documented as recurrence after a median survival of 24.7 months. More than half of patients recurred after 12 months after surgery, and the liver was the most common metastatic site. Decreased time interval to progression, elevated carbohydrate antigen 19-9 (CA19-9) level, and lymph node (LN)16 metastasis were independent predictors for reduced OS. Independent prognostic factors for PFS included elevated carcinoembryonic antigen (CEA) level, local progression, liver or lung-only metastasis, local + distant progression, multiple metastases, LN16 metastasis, imaging tumor size, chemotherapy, and tumor–node–metastasis (TNM) stage. The predictive system showed valuable prediction performance with values of concordance indexes (C-indexes) and the area under the receiver operating characteristic curve (AUC) over 0.80. Different survival curves and predictive factors for specific patterns of disease progression suggested the biological heterogeneity, providing new versions into personal management of recurrence in PDAC patients after surgery. Frontiers Media S.A. 2019-11-12 /pmc/articles/PMC6861378/ /pubmed/31781499 http://dx.doi.org/10.3389/fonc.2019.01197 Text en Copyright © 2019 He, Huang, Zhang, Cai, Lin and Li. 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 He, Chaobin Huang, Xin Zhang, Yu Cai, Zhiyuan Lin, Xiaojun Li, Shengping A Quantitative Clinicopathological Signature for Predicting Recurrence Risk of Pancreatic Ductal Adenocarcinoma After Radical Resection |
title | A Quantitative Clinicopathological Signature for Predicting Recurrence Risk of Pancreatic Ductal Adenocarcinoma After Radical Resection |
title_full | A Quantitative Clinicopathological Signature for Predicting Recurrence Risk of Pancreatic Ductal Adenocarcinoma After Radical Resection |
title_fullStr | A Quantitative Clinicopathological Signature for Predicting Recurrence Risk of Pancreatic Ductal Adenocarcinoma After Radical Resection |
title_full_unstemmed | A Quantitative Clinicopathological Signature for Predicting Recurrence Risk of Pancreatic Ductal Adenocarcinoma After Radical Resection |
title_short | A Quantitative Clinicopathological Signature for Predicting Recurrence Risk of Pancreatic Ductal Adenocarcinoma After Radical Resection |
title_sort | quantitative clinicopathological signature for predicting recurrence risk of pancreatic ductal adenocarcinoma after radical resection |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6861378/ https://www.ncbi.nlm.nih.gov/pubmed/31781499 http://dx.doi.org/10.3389/fonc.2019.01197 |
work_keys_str_mv | AT hechaobin aquantitativeclinicopathologicalsignatureforpredictingrecurrenceriskofpancreaticductaladenocarcinomaafterradicalresection AT huangxin aquantitativeclinicopathologicalsignatureforpredictingrecurrenceriskofpancreaticductaladenocarcinomaafterradicalresection AT zhangyu aquantitativeclinicopathologicalsignatureforpredictingrecurrenceriskofpancreaticductaladenocarcinomaafterradicalresection AT caizhiyuan aquantitativeclinicopathologicalsignatureforpredictingrecurrenceriskofpancreaticductaladenocarcinomaafterradicalresection AT linxiaojun aquantitativeclinicopathologicalsignatureforpredictingrecurrenceriskofpancreaticductaladenocarcinomaafterradicalresection AT lishengping aquantitativeclinicopathologicalsignatureforpredictingrecurrenceriskofpancreaticductaladenocarcinomaafterradicalresection AT hechaobin quantitativeclinicopathologicalsignatureforpredictingrecurrenceriskofpancreaticductaladenocarcinomaafterradicalresection AT huangxin quantitativeclinicopathologicalsignatureforpredictingrecurrenceriskofpancreaticductaladenocarcinomaafterradicalresection AT zhangyu quantitativeclinicopathologicalsignatureforpredictingrecurrenceriskofpancreaticductaladenocarcinomaafterradicalresection AT caizhiyuan quantitativeclinicopathologicalsignatureforpredictingrecurrenceriskofpancreaticductaladenocarcinomaafterradicalresection AT linxiaojun quantitativeclinicopathologicalsignatureforpredictingrecurrenceriskofpancreaticductaladenocarcinomaafterradicalresection AT lishengping quantitativeclinicopathologicalsignatureforpredictingrecurrenceriskofpancreaticductaladenocarcinomaafterradicalresection |