Cargando…

Refining the American Joint Committee on Cancer Staging Scheme For Resectable Pancreatic Ductal Adenocarcinoma Using Recursive Partitioning Analysis

Purpose: It remains unclear whether the recently proposed 8(th) edition of the American Joint Committee on Cancer (AJCC) staging scheme for pancreatic ductal adenocarcinoma (PDAC) outperforms the 7(th) edition. We assessed the prognostic performance of both these schemes and performed recursive part...

Descripción completa

Detalles Bibliográficos
Autores principales: Jiang, Yiquan, Su, Yanhong, Chen, Yutong, Li, Zhiyong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Ivyspring International Publisher 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5604208/
https://www.ncbi.nlm.nih.gov/pubmed/28928865
http://dx.doi.org/10.7150/jca.19515
_version_ 1783264829225566208
author Jiang, Yiquan
Su, Yanhong
Chen, Yutong
Li, Zhiyong
author_facet Jiang, Yiquan
Su, Yanhong
Chen, Yutong
Li, Zhiyong
author_sort Jiang, Yiquan
collection PubMed
description Purpose: It remains unclear whether the recently proposed 8(th) edition of the American Joint Committee on Cancer (AJCC) staging scheme for pancreatic ductal adenocarcinoma (PDAC) outperforms the 7(th) edition. We assessed the prognostic performance of both these schemes and performed recursive partitioning analysis (RPA) to objectively regroup the 7(th) and 8(th) AJCC stages and derive a refined staging scheme. Methods: We examined 8542 patients with resectable PDAC from the 2004-2012 Surveillance, Epidemiology, and End Results database. The dataset was randomly divided into training and validation sets. The performance of different staging schemes was evaluated in terms of prognostic stratification, discriminatory ability, and prognostic homogeneity. Results: The 7(th) and 8(th) T classifications showed prominent heterogeneity within each subcategory when assessed against each other in the case of node-negative disease. RPA divided resectable PDAC into RPA-IA (8(th) T1N0 limited to the pancreas), RPA-IB (8(th) T1N0 extending beyond the pancreas, or 8(th) T2-T3N0 limited to the pancreas), RPA-IIA (8(th) T2N0 extending beyond the pancreas, or 8(th) T1N1-N2), RPA-IIB (8(th) T3N0 extending beyond the pancreas, or 8(th) T2-T3N1), and RPA-III stages (8(th) T2-T3N2) (median survival in the training set: 47, 28, 20, 16, and 14 months, respectively; P < 0.001). The RPA staging scheme outperformed the 7(th) and 8(th) AJCC classifications in terms of prognostic stratification, discriminatory ability, and prognostic homogeneity for both the training and validation sets. Conclusions: The proposed RPA staging is a superior risk-stratified tool to the 7(th) and 8(th) AJCC classifications and is not substantially more complex.
format Online
Article
Text
id pubmed-5604208
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher Ivyspring International Publisher
record_format MEDLINE/PubMed
spelling pubmed-56042082017-09-19 Refining the American Joint Committee on Cancer Staging Scheme For Resectable Pancreatic Ductal Adenocarcinoma Using Recursive Partitioning Analysis Jiang, Yiquan Su, Yanhong Chen, Yutong Li, Zhiyong J Cancer Research Paper Purpose: It remains unclear whether the recently proposed 8(th) edition of the American Joint Committee on Cancer (AJCC) staging scheme for pancreatic ductal adenocarcinoma (PDAC) outperforms the 7(th) edition. We assessed the prognostic performance of both these schemes and performed recursive partitioning analysis (RPA) to objectively regroup the 7(th) and 8(th) AJCC stages and derive a refined staging scheme. Methods: We examined 8542 patients with resectable PDAC from the 2004-2012 Surveillance, Epidemiology, and End Results database. The dataset was randomly divided into training and validation sets. The performance of different staging schemes was evaluated in terms of prognostic stratification, discriminatory ability, and prognostic homogeneity. Results: The 7(th) and 8(th) T classifications showed prominent heterogeneity within each subcategory when assessed against each other in the case of node-negative disease. RPA divided resectable PDAC into RPA-IA (8(th) T1N0 limited to the pancreas), RPA-IB (8(th) T1N0 extending beyond the pancreas, or 8(th) T2-T3N0 limited to the pancreas), RPA-IIA (8(th) T2N0 extending beyond the pancreas, or 8(th) T1N1-N2), RPA-IIB (8(th) T3N0 extending beyond the pancreas, or 8(th) T2-T3N1), and RPA-III stages (8(th) T2-T3N2) (median survival in the training set: 47, 28, 20, 16, and 14 months, respectively; P < 0.001). The RPA staging scheme outperformed the 7(th) and 8(th) AJCC classifications in terms of prognostic stratification, discriminatory ability, and prognostic homogeneity for both the training and validation sets. Conclusions: The proposed RPA staging is a superior risk-stratified tool to the 7(th) and 8(th) AJCC classifications and is not substantially more complex. Ivyspring International Publisher 2017-08-23 /pmc/articles/PMC5604208/ /pubmed/28928865 http://dx.doi.org/10.7150/jca.19515 Text en © Ivyspring International Publisher This is an open access article distributed under the terms of the Creative Commons Attribution (CC BY-NC) license (https://creativecommons.org/licenses/by-nc/4.0/). See http://ivyspring.com/terms for full terms and conditions.
spellingShingle Research Paper
Jiang, Yiquan
Su, Yanhong
Chen, Yutong
Li, Zhiyong
Refining the American Joint Committee on Cancer Staging Scheme For Resectable Pancreatic Ductal Adenocarcinoma Using Recursive Partitioning Analysis
title Refining the American Joint Committee on Cancer Staging Scheme For Resectable Pancreatic Ductal Adenocarcinoma Using Recursive Partitioning Analysis
title_full Refining the American Joint Committee on Cancer Staging Scheme For Resectable Pancreatic Ductal Adenocarcinoma Using Recursive Partitioning Analysis
title_fullStr Refining the American Joint Committee on Cancer Staging Scheme For Resectable Pancreatic Ductal Adenocarcinoma Using Recursive Partitioning Analysis
title_full_unstemmed Refining the American Joint Committee on Cancer Staging Scheme For Resectable Pancreatic Ductal Adenocarcinoma Using Recursive Partitioning Analysis
title_short Refining the American Joint Committee on Cancer Staging Scheme For Resectable Pancreatic Ductal Adenocarcinoma Using Recursive Partitioning Analysis
title_sort refining the american joint committee on cancer staging scheme for resectable pancreatic ductal adenocarcinoma using recursive partitioning analysis
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5604208/
https://www.ncbi.nlm.nih.gov/pubmed/28928865
http://dx.doi.org/10.7150/jca.19515
work_keys_str_mv AT jiangyiquan refiningtheamericanjointcommitteeoncancerstagingschemeforresectablepancreaticductaladenocarcinomausingrecursivepartitioninganalysis
AT suyanhong refiningtheamericanjointcommitteeoncancerstagingschemeforresectablepancreaticductaladenocarcinomausingrecursivepartitioninganalysis
AT chenyutong refiningtheamericanjointcommitteeoncancerstagingschemeforresectablepancreaticductaladenocarcinomausingrecursivepartitioninganalysis
AT lizhiyong refiningtheamericanjointcommitteeoncancerstagingschemeforresectablepancreaticductaladenocarcinomausingrecursivepartitioninganalysis