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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Ivyspring International Publisher
2017
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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 |
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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 |
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