Cargando…

Prognostic Fifteen-Gene Signature for Early Stage Pancreatic Ductal Adenocarcinoma

The outcomes of patients treated with surgery for early stage pancreatic ductal adenocarcinoma (PDAC) are variable with median survival ranging from 6 months to more than 5 years. This challenge underscores an unmet need for developing personalized medicine strategies to refine the current treatment...

Descripción completa

Detalles Bibliográficos
Autores principales: Chen, Dung-Tsa, Davis-Yadley, Ashley H., Huang, Po-Yu, Husain, Kazim, Centeno, Barbara A., Permuth-Wey, Jennifer, Pimiento, Jose M., Malafa, Mokenge
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4527782/
https://www.ncbi.nlm.nih.gov/pubmed/26247463
http://dx.doi.org/10.1371/journal.pone.0133562
_version_ 1782384616617803776
author Chen, Dung-Tsa
Davis-Yadley, Ashley H.
Huang, Po-Yu
Husain, Kazim
Centeno, Barbara A.
Permuth-Wey, Jennifer
Pimiento, Jose M.
Malafa, Mokenge
author_facet Chen, Dung-Tsa
Davis-Yadley, Ashley H.
Huang, Po-Yu
Husain, Kazim
Centeno, Barbara A.
Permuth-Wey, Jennifer
Pimiento, Jose M.
Malafa, Mokenge
author_sort Chen, Dung-Tsa
collection PubMed
description The outcomes of patients treated with surgery for early stage pancreatic ductal adenocarcinoma (PDAC) are variable with median survival ranging from 6 months to more than 5 years. This challenge underscores an unmet need for developing personalized medicine strategies to refine the current treatment decision-making process. To derive a prognostic gene signature for patients with early stage PDAC, a PDAC cohort from Moffitt Cancer Center (n = 63) was used with overall survival (OS) as the primary endpoint. This was further evaluated using an independent microarray cohort dataset (Stratford et al: n = 102). Technical validation was performed by NanoString platform. A prognostic 15-gene signature was developed and showed a statistically significant association with OS in the Moffitt cohort (hazard ratio [HR] = 3.26; p<0.001) and Stratford et al cohort (HR = 2.07; p = 0.02), and was independent of other prognostic variables. Moreover, integration of the signature with the TNM staging system improved risk prediction (p<0.01 in both cohorts). In addition, NanoString validation showed that the signature was robust with a high degree of reproducibility and the association with OS remained significant in the two cohorts. The gene signature could be a potential prognostic tool to allow risk-adapted stratification of PDAC patients into personalized treatment protocols; possibly improving the currently poor clinical outcomes of these patients.
format Online
Article
Text
id pubmed-4527782
institution National Center for Biotechnology Information
language English
publishDate 2015
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-45277822015-08-12 Prognostic Fifteen-Gene Signature for Early Stage Pancreatic Ductal Adenocarcinoma Chen, Dung-Tsa Davis-Yadley, Ashley H. Huang, Po-Yu Husain, Kazim Centeno, Barbara A. Permuth-Wey, Jennifer Pimiento, Jose M. Malafa, Mokenge PLoS One Research Article The outcomes of patients treated with surgery for early stage pancreatic ductal adenocarcinoma (PDAC) are variable with median survival ranging from 6 months to more than 5 years. This challenge underscores an unmet need for developing personalized medicine strategies to refine the current treatment decision-making process. To derive a prognostic gene signature for patients with early stage PDAC, a PDAC cohort from Moffitt Cancer Center (n = 63) was used with overall survival (OS) as the primary endpoint. This was further evaluated using an independent microarray cohort dataset (Stratford et al: n = 102). Technical validation was performed by NanoString platform. A prognostic 15-gene signature was developed and showed a statistically significant association with OS in the Moffitt cohort (hazard ratio [HR] = 3.26; p<0.001) and Stratford et al cohort (HR = 2.07; p = 0.02), and was independent of other prognostic variables. Moreover, integration of the signature with the TNM staging system improved risk prediction (p<0.01 in both cohorts). In addition, NanoString validation showed that the signature was robust with a high degree of reproducibility and the association with OS remained significant in the two cohorts. The gene signature could be a potential prognostic tool to allow risk-adapted stratification of PDAC patients into personalized treatment protocols; possibly improving the currently poor clinical outcomes of these patients. Public Library of Science 2015-08-06 /pmc/articles/PMC4527782/ /pubmed/26247463 http://dx.doi.org/10.1371/journal.pone.0133562 Text en © 2015 Chen et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Chen, Dung-Tsa
Davis-Yadley, Ashley H.
Huang, Po-Yu
Husain, Kazim
Centeno, Barbara A.
Permuth-Wey, Jennifer
Pimiento, Jose M.
Malafa, Mokenge
Prognostic Fifteen-Gene Signature for Early Stage Pancreatic Ductal Adenocarcinoma
title Prognostic Fifteen-Gene Signature for Early Stage Pancreatic Ductal Adenocarcinoma
title_full Prognostic Fifteen-Gene Signature for Early Stage Pancreatic Ductal Adenocarcinoma
title_fullStr Prognostic Fifteen-Gene Signature for Early Stage Pancreatic Ductal Adenocarcinoma
title_full_unstemmed Prognostic Fifteen-Gene Signature for Early Stage Pancreatic Ductal Adenocarcinoma
title_short Prognostic Fifteen-Gene Signature for Early Stage Pancreatic Ductal Adenocarcinoma
title_sort prognostic fifteen-gene signature for early stage pancreatic ductal adenocarcinoma
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4527782/
https://www.ncbi.nlm.nih.gov/pubmed/26247463
http://dx.doi.org/10.1371/journal.pone.0133562
work_keys_str_mv AT chendungtsa prognosticfifteengenesignatureforearlystagepancreaticductaladenocarcinoma
AT davisyadleyashleyh prognosticfifteengenesignatureforearlystagepancreaticductaladenocarcinoma
AT huangpoyu prognosticfifteengenesignatureforearlystagepancreaticductaladenocarcinoma
AT husainkazim prognosticfifteengenesignatureforearlystagepancreaticductaladenocarcinoma
AT centenobarbaraa prognosticfifteengenesignatureforearlystagepancreaticductaladenocarcinoma
AT permuthweyjennifer prognosticfifteengenesignatureforearlystagepancreaticductaladenocarcinoma
AT pimientojosem prognosticfifteengenesignatureforearlystagepancreaticductaladenocarcinoma
AT malafamokenge prognosticfifteengenesignatureforearlystagepancreaticductaladenocarcinoma