A predictive genetic signature for response to fluoropyrimidine-based neoadjuvant chemoradiation in clinical Stage II and III rectal cancer

PurposePreoperative chemoradiation is currently the standard of care for patients with clinical stage II and III rectal cancer but only about 45% of patients achieve tumor downstaging and less than 20% of patients achieve a pathologic complete response. Better methods to stratify patients according...

Full description

Bibliographic Details
Main Authors: Jason eChan, Michael eKinsella, Joseph eWillis, Huankai eHu, Harry eReynolds, Conor eDelaney, Andrea eMcCulla, Steve eDeharo, Miika eAhdesmaki, Wendy Louise Allen, Patrick eJohnston, Timothy James Kinsella
Format: Article
Language:English
Published: Frontiers Media S.A. 2013-11-01
Series:Frontiers in Oncology
Subjects:
UBC
Online Access:http://journal.frontiersin.org/Journal/10.3389/fonc.2013.00288/full
id doaj-e62124fbcced4bd0af9a53dd8402f7e7
record_format Article
spelling doaj-e62124fbcced4bd0af9a53dd8402f7e72020-11-25T02:29:36ZengFrontiers Media S.A.Frontiers in Oncology2234-943X2013-11-01310.3389/fonc.2013.0028866733A predictive genetic signature for response to fluoropyrimidine-based neoadjuvant chemoradiation in clinical Stage II and III rectal cancerJason eChan0Michael eKinsella1Joseph eWillis2Huankai eHu3Harry eReynolds4Conor eDelaney5Andrea eMcCulla6Steve eDeharo7Miika eAhdesmaki8Wendy Louise Allen9Patrick eJohnston10Timothy James Kinsella11Brown UniversityMemorial Sloan Kettering Cancer CenterCase Medical CenterCase Medical CenterCase Medical CenterCase Medical CenterAlmac DiagnosticsAlmac DiagnosticsAlmac DiagnosticsQueen's UniversityQueen's UniversityDepartment of Radiation Oncology, Warren Alpert Medical School of Brown UniversityPurposePreoperative chemoradiation is currently the standard of care for patients with clinical stage II and III rectal cancer but only about 45% of patients achieve tumor downstaging and less than 20% of patients achieve a pathologic complete response. Better methods to stratify patients according to potential neoadjuvant treatment response are needed. We used microarray analysis to identify a genetic signature that correlates with a pathological complete response to neoadjuvant chemoradiation. We performed a gene network analysis to identify potential signaling pathways involved in determining response to neoadjuvant treatment.Patients and MethodsWe identified 31 T3-4 N0-1 rectal cancer patients who were treated with neoadjuvant fluorouracil-based chemoradiation. 8 patients were identified to have achieved a pathological complete response to treatment while 23 patients did not. mRNA expression was analyzed using cDNA microarrays. The correlation between mRNA expression and pathological complete response from pre-treatment tumor biopsies was determined. Gene network analysis was performed for the genes represented by the predictive signature.ResultsA genetic signature represented by expression levels of the 3 genes EHBP1, STAT1, and GAPDH was found to correlate with a pathological complete response to neoadjuvant treatment. The difference in expression levels between patients who achieved a pathological complete response and those who did not was greatest for EHBP1. Gene network analysis showed that the 3 genes can be connected by the gene UBC. ConclusionThis study identifies a 3-gene signature expressed in pre-treatment tumor biopsies that correlates with a pathological complete response to neoadjuvant chemoradiation in patients with clinical stage II and III rectal cancer. These 3 genes can be connected by the gene UBC, suggesting that ubiquination is a molecular mechanism involved in determining response to treatment. Validating this genethttp://journal.frontiersin.org/Journal/10.3389/fonc.2013.00288/fullRectal NeoplasmsUBCGene arrayubiquinationEHBP1
collection DOAJ
language English
format Article
sources DOAJ
author Jason eChan
Michael eKinsella
Joseph eWillis
Huankai eHu
Harry eReynolds
Conor eDelaney
Andrea eMcCulla
Steve eDeharo
Miika eAhdesmaki
Wendy Louise Allen
Patrick eJohnston
Timothy James Kinsella
spellingShingle Jason eChan
Michael eKinsella
Joseph eWillis
Huankai eHu
Harry eReynolds
Conor eDelaney
Andrea eMcCulla
Steve eDeharo
Miika eAhdesmaki
Wendy Louise Allen
Patrick eJohnston
Timothy James Kinsella
A predictive genetic signature for response to fluoropyrimidine-based neoadjuvant chemoradiation in clinical Stage II and III rectal cancer
Frontiers in Oncology
Rectal Neoplasms
UBC
Gene array
ubiquination
EHBP1
author_facet Jason eChan
Michael eKinsella
Joseph eWillis
Huankai eHu
Harry eReynolds
Conor eDelaney
Andrea eMcCulla
Steve eDeharo
Miika eAhdesmaki
Wendy Louise Allen
Patrick eJohnston
Timothy James Kinsella
author_sort Jason eChan
title A predictive genetic signature for response to fluoropyrimidine-based neoadjuvant chemoradiation in clinical Stage II and III rectal cancer
title_short A predictive genetic signature for response to fluoropyrimidine-based neoadjuvant chemoradiation in clinical Stage II and III rectal cancer
title_full A predictive genetic signature for response to fluoropyrimidine-based neoadjuvant chemoradiation in clinical Stage II and III rectal cancer
title_fullStr A predictive genetic signature for response to fluoropyrimidine-based neoadjuvant chemoradiation in clinical Stage II and III rectal cancer
title_full_unstemmed A predictive genetic signature for response to fluoropyrimidine-based neoadjuvant chemoradiation in clinical Stage II and III rectal cancer
title_sort predictive genetic signature for response to fluoropyrimidine-based neoadjuvant chemoradiation in clinical stage ii and iii rectal cancer
publisher Frontiers Media S.A.
series Frontiers in Oncology
issn 2234-943X
publishDate 2013-11-01
description PurposePreoperative chemoradiation is currently the standard of care for patients with clinical stage II and III rectal cancer but only about 45% of patients achieve tumor downstaging and less than 20% of patients achieve a pathologic complete response. Better methods to stratify patients according to potential neoadjuvant treatment response are needed. We used microarray analysis to identify a genetic signature that correlates with a pathological complete response to neoadjuvant chemoradiation. We performed a gene network analysis to identify potential signaling pathways involved in determining response to neoadjuvant treatment.Patients and MethodsWe identified 31 T3-4 N0-1 rectal cancer patients who were treated with neoadjuvant fluorouracil-based chemoradiation. 8 patients were identified to have achieved a pathological complete response to treatment while 23 patients did not. mRNA expression was analyzed using cDNA microarrays. The correlation between mRNA expression and pathological complete response from pre-treatment tumor biopsies was determined. Gene network analysis was performed for the genes represented by the predictive signature.ResultsA genetic signature represented by expression levels of the 3 genes EHBP1, STAT1, and GAPDH was found to correlate with a pathological complete response to neoadjuvant treatment. The difference in expression levels between patients who achieved a pathological complete response and those who did not was greatest for EHBP1. Gene network analysis showed that the 3 genes can be connected by the gene UBC. ConclusionThis study identifies a 3-gene signature expressed in pre-treatment tumor biopsies that correlates with a pathological complete response to neoadjuvant chemoradiation in patients with clinical stage II and III rectal cancer. These 3 genes can be connected by the gene UBC, suggesting that ubiquination is a molecular mechanism involved in determining response to treatment. Validating this genet
topic Rectal Neoplasms
UBC
Gene array
ubiquination
EHBP1
url http://journal.frontiersin.org/Journal/10.3389/fonc.2013.00288/full
work_keys_str_mv AT jasonechan apredictivegeneticsignatureforresponsetofluoropyrimidinebasedneoadjuvantchemoradiationinclinicalstageiiandiiirectalcancer
AT michaelekinsella apredictivegeneticsignatureforresponsetofluoropyrimidinebasedneoadjuvantchemoradiationinclinicalstageiiandiiirectalcancer
AT josephewillis apredictivegeneticsignatureforresponsetofluoropyrimidinebasedneoadjuvantchemoradiationinclinicalstageiiandiiirectalcancer
AT huankaiehu apredictivegeneticsignatureforresponsetofluoropyrimidinebasedneoadjuvantchemoradiationinclinicalstageiiandiiirectalcancer
AT harryereynolds apredictivegeneticsignatureforresponsetofluoropyrimidinebasedneoadjuvantchemoradiationinclinicalstageiiandiiirectalcancer
AT conoredelaney apredictivegeneticsignatureforresponsetofluoropyrimidinebasedneoadjuvantchemoradiationinclinicalstageiiandiiirectalcancer
AT andreaemcculla apredictivegeneticsignatureforresponsetofluoropyrimidinebasedneoadjuvantchemoradiationinclinicalstageiiandiiirectalcancer
AT steveedeharo apredictivegeneticsignatureforresponsetofluoropyrimidinebasedneoadjuvantchemoradiationinclinicalstageiiandiiirectalcancer
AT miikaeahdesmaki apredictivegeneticsignatureforresponsetofluoropyrimidinebasedneoadjuvantchemoradiationinclinicalstageiiandiiirectalcancer
AT wendylouiseallen apredictivegeneticsignatureforresponsetofluoropyrimidinebasedneoadjuvantchemoradiationinclinicalstageiiandiiirectalcancer
AT patrickejohnston apredictivegeneticsignatureforresponsetofluoropyrimidinebasedneoadjuvantchemoradiationinclinicalstageiiandiiirectalcancer
AT timothyjameskinsella apredictivegeneticsignatureforresponsetofluoropyrimidinebasedneoadjuvantchemoradiationinclinicalstageiiandiiirectalcancer
AT jasonechan predictivegeneticsignatureforresponsetofluoropyrimidinebasedneoadjuvantchemoradiationinclinicalstageiiandiiirectalcancer
AT michaelekinsella predictivegeneticsignatureforresponsetofluoropyrimidinebasedneoadjuvantchemoradiationinclinicalstageiiandiiirectalcancer
AT josephewillis predictivegeneticsignatureforresponsetofluoropyrimidinebasedneoadjuvantchemoradiationinclinicalstageiiandiiirectalcancer
AT huankaiehu predictivegeneticsignatureforresponsetofluoropyrimidinebasedneoadjuvantchemoradiationinclinicalstageiiandiiirectalcancer
AT harryereynolds predictivegeneticsignatureforresponsetofluoropyrimidinebasedneoadjuvantchemoradiationinclinicalstageiiandiiirectalcancer
AT conoredelaney predictivegeneticsignatureforresponsetofluoropyrimidinebasedneoadjuvantchemoradiationinclinicalstageiiandiiirectalcancer
AT andreaemcculla predictivegeneticsignatureforresponsetofluoropyrimidinebasedneoadjuvantchemoradiationinclinicalstageiiandiiirectalcancer
AT steveedeharo predictivegeneticsignatureforresponsetofluoropyrimidinebasedneoadjuvantchemoradiationinclinicalstageiiandiiirectalcancer
AT miikaeahdesmaki predictivegeneticsignatureforresponsetofluoropyrimidinebasedneoadjuvantchemoradiationinclinicalstageiiandiiirectalcancer
AT wendylouiseallen predictivegeneticsignatureforresponsetofluoropyrimidinebasedneoadjuvantchemoradiationinclinicalstageiiandiiirectalcancer
AT patrickejohnston predictivegeneticsignatureforresponsetofluoropyrimidinebasedneoadjuvantchemoradiationinclinicalstageiiandiiirectalcancer
AT timothyjameskinsella predictivegeneticsignatureforresponsetofluoropyrimidinebasedneoadjuvantchemoradiationinclinicalstageiiandiiirectalcancer
_version_ 1724832053470429184