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A 12‐gene signature to distinguish colon cancer patients with better clinical outcome following treatment with 5‐fluorouracil or FOLFIRI
Currently, there is no marker in use in the clinical management of colon cancer to predict which patients will respond efficiently to 5‐fluorouracil (5‐FU), a common component of all cytotoxic therapies. Our aim was to develop and validate a multigene signature associated with clinical outcome from...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4939880/ https://www.ncbi.nlm.nih.gov/pubmed/27499901 http://dx.doi.org/10.1002/cjp2.17 |
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author | Paquet, Eric R. Cui, Jing Davidson, David Pietrosemoli, Natalia Hassan, Houssein Hajj Tsofack, Serges P. Maltais, Annie Hallett, Michael T. Delorenzi, Mauro Batist, Gerald Aloyz, Raquel Lebel, Michel |
author_facet | Paquet, Eric R. Cui, Jing Davidson, David Pietrosemoli, Natalia Hassan, Houssein Hajj Tsofack, Serges P. Maltais, Annie Hallett, Michael T. Delorenzi, Mauro Batist, Gerald Aloyz, Raquel Lebel, Michel |
author_sort | Paquet, Eric R. |
collection | PubMed |
description | Currently, there is no marker in use in the clinical management of colon cancer to predict which patients will respond efficiently to 5‐fluorouracil (5‐FU), a common component of all cytotoxic therapies. Our aim was to develop and validate a multigene signature associated with clinical outcome from 5‐FU therapy and to determine if it could be used to identify patients who might respond better to alternate treatments. Using a panel of 5‐FU resistant and sensitive colon cancer cell lines, we identified 103 differentially expressed genes providing us with a 5‐FU response signature. We refined this signature using a clinically relevant DNA microarray‐based dataset of 359 formalin‐fixed and paraffin‐embedded (FFPE) colon cancer samples. We then validated the final signature in an external independent DNA microarray‐based dataset of 316 stage III FFPE samples from the PETACC‐3 (Pan‐European Trails in Alimentary Tract Cancers) clinical trial. Finally, using a drug sensitivity database of 658 cell lines, we generated a list of drugs that could sensitize 5‐FU resistant patients using our signature. We confirmed using the PETACC‐3 dataset that the overall survival of subjects responding well to 5‐FU did not improve with the addition of irinotecan (FOLFIRI; two‐sided log‐rank test p = 0.795). Conversely, patients who responded poorly to 5‐FU based on our 12‐gene signature were associated with better survival on FOLFIRI therapy (one‐sided log‐rank test p = 0.039). This new multigene signature is readily applicable to FFPE samples and provides a new tool to help manage treatment in stage III colon cancer. It also provides the first evidence that a subgroup of colon cancer patients can respond better to FOLFIRI than 5‐FU treatment alone. |
format | Online Article Text |
id | pubmed-4939880 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-49398802016-08-05 A 12‐gene signature to distinguish colon cancer patients with better clinical outcome following treatment with 5‐fluorouracil or FOLFIRI Paquet, Eric R. Cui, Jing Davidson, David Pietrosemoli, Natalia Hassan, Houssein Hajj Tsofack, Serges P. Maltais, Annie Hallett, Michael T. Delorenzi, Mauro Batist, Gerald Aloyz, Raquel Lebel, Michel J Pathol Clin Res Original Articles Currently, there is no marker in use in the clinical management of colon cancer to predict which patients will respond efficiently to 5‐fluorouracil (5‐FU), a common component of all cytotoxic therapies. Our aim was to develop and validate a multigene signature associated with clinical outcome from 5‐FU therapy and to determine if it could be used to identify patients who might respond better to alternate treatments. Using a panel of 5‐FU resistant and sensitive colon cancer cell lines, we identified 103 differentially expressed genes providing us with a 5‐FU response signature. We refined this signature using a clinically relevant DNA microarray‐based dataset of 359 formalin‐fixed and paraffin‐embedded (FFPE) colon cancer samples. We then validated the final signature in an external independent DNA microarray‐based dataset of 316 stage III FFPE samples from the PETACC‐3 (Pan‐European Trails in Alimentary Tract Cancers) clinical trial. Finally, using a drug sensitivity database of 658 cell lines, we generated a list of drugs that could sensitize 5‐FU resistant patients using our signature. We confirmed using the PETACC‐3 dataset that the overall survival of subjects responding well to 5‐FU did not improve with the addition of irinotecan (FOLFIRI; two‐sided log‐rank test p = 0.795). Conversely, patients who responded poorly to 5‐FU based on our 12‐gene signature were associated with better survival on FOLFIRI therapy (one‐sided log‐rank test p = 0.039). This new multigene signature is readily applicable to FFPE samples and provides a new tool to help manage treatment in stage III colon cancer. It also provides the first evidence that a subgroup of colon cancer patients can respond better to FOLFIRI than 5‐FU treatment alone. John Wiley and Sons Inc. 2015-04-09 /pmc/articles/PMC4939880/ /pubmed/27499901 http://dx.doi.org/10.1002/cjp2.17 Text en © 2015 John Wiley and Sons Ltd and The Pathological Society of Great Britain and Ireland This is an open access article under the terms of the Creative Commons Attribution‐NonCommercial‐NoDerivs (http://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | Original Articles Paquet, Eric R. Cui, Jing Davidson, David Pietrosemoli, Natalia Hassan, Houssein Hajj Tsofack, Serges P. Maltais, Annie Hallett, Michael T. Delorenzi, Mauro Batist, Gerald Aloyz, Raquel Lebel, Michel A 12‐gene signature to distinguish colon cancer patients with better clinical outcome following treatment with 5‐fluorouracil or FOLFIRI |
title | A 12‐gene signature to distinguish colon cancer patients with better clinical outcome following treatment with 5‐fluorouracil or FOLFIRI |
title_full | A 12‐gene signature to distinguish colon cancer patients with better clinical outcome following treatment with 5‐fluorouracil or FOLFIRI |
title_fullStr | A 12‐gene signature to distinguish colon cancer patients with better clinical outcome following treatment with 5‐fluorouracil or FOLFIRI |
title_full_unstemmed | A 12‐gene signature to distinguish colon cancer patients with better clinical outcome following treatment with 5‐fluorouracil or FOLFIRI |
title_short | A 12‐gene signature to distinguish colon cancer patients with better clinical outcome following treatment with 5‐fluorouracil or FOLFIRI |
title_sort | 12‐gene signature to distinguish colon cancer patients with better clinical outcome following treatment with 5‐fluorouracil or folfiri |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4939880/ https://www.ncbi.nlm.nih.gov/pubmed/27499901 http://dx.doi.org/10.1002/cjp2.17 |
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