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Pathway activation strength is a novel independent prognostic biomarker for cetuximab sensitivity in colorectal cancer patients

Cetuximab, a monoclonal antibody against epidermal growth factor receptor (EGFR), was shown to be active in colorectal cancer. Although some patients who harbor K-ras wild-type tumors benefit from cetuximab treatment, 40 to 60% of patients with wild-type K-ras tumors do not respond to cetuximab. Cur...

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Autores principales: Zhu, Qingsong, Izumchenko, Evgeny, Aliper, Alexander M, Makarev, Evgeny, Paz, Keren, Buzdin, Anton A, Zhavoronkov, Alex A, Sidransky, David
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4785572/
https://www.ncbi.nlm.nih.gov/pubmed/27081524
http://dx.doi.org/10.1038/hgv.2015.9
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author Zhu, Qingsong
Izumchenko, Evgeny
Aliper, Alexander M
Makarev, Evgeny
Paz, Keren
Buzdin, Anton A
Zhavoronkov, Alex A
Sidransky, David
author_facet Zhu, Qingsong
Izumchenko, Evgeny
Aliper, Alexander M
Makarev, Evgeny
Paz, Keren
Buzdin, Anton A
Zhavoronkov, Alex A
Sidransky, David
author_sort Zhu, Qingsong
collection PubMed
description Cetuximab, a monoclonal antibody against epidermal growth factor receptor (EGFR), was shown to be active in colorectal cancer. Although some patients who harbor K-ras wild-type tumors benefit from cetuximab treatment, 40 to 60% of patients with wild-type K-ras tumors do not respond to cetuximab. Currently, there is no universal marker or method of clinical utility that could guide the treatment of cetuximab in colorectal cancer. Here, we demonstrate a method to predict response to cetuximab in patients with colorectal cancer using OncoFinder pathway activation strength (PAS), based on the transcriptomic data of the tumors. We first evaluated our OncoFinder pathway activation strength model in a set of transcriptomic data obtained from patient-derived xenograft (PDx) models established from colorectal cancer biopsies. Then, the approach and models were validated using a clinical trial data set. PAS could efficiently predict patients’ response to cetuximab, and thus holds promise as a selection criterion for cetuximab treatment in metastatic colorectal cancer.
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spelling pubmed-47855722016-04-14 Pathway activation strength is a novel independent prognostic biomarker for cetuximab sensitivity in colorectal cancer patients Zhu, Qingsong Izumchenko, Evgeny Aliper, Alexander M Makarev, Evgeny Paz, Keren Buzdin, Anton A Zhavoronkov, Alex A Sidransky, David Hum Genome Var Article Cetuximab, a monoclonal antibody against epidermal growth factor receptor (EGFR), was shown to be active in colorectal cancer. Although some patients who harbor K-ras wild-type tumors benefit from cetuximab treatment, 40 to 60% of patients with wild-type K-ras tumors do not respond to cetuximab. Currently, there is no universal marker or method of clinical utility that could guide the treatment of cetuximab in colorectal cancer. Here, we demonstrate a method to predict response to cetuximab in patients with colorectal cancer using OncoFinder pathway activation strength (PAS), based on the transcriptomic data of the tumors. We first evaluated our OncoFinder pathway activation strength model in a set of transcriptomic data obtained from patient-derived xenograft (PDx) models established from colorectal cancer biopsies. Then, the approach and models were validated using a clinical trial data set. PAS could efficiently predict patients’ response to cetuximab, and thus holds promise as a selection criterion for cetuximab treatment in metastatic colorectal cancer. Nature Publishing Group 2015-04-02 /pmc/articles/PMC4785572/ /pubmed/27081524 http://dx.doi.org/10.1038/hgv.2015.9 Text en Copyright © 2015 The Japan Society of Human Genetics http://creativecommons.org/licenses/by-nc-nd/4.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-nd/4.0/
spellingShingle Article
Zhu, Qingsong
Izumchenko, Evgeny
Aliper, Alexander M
Makarev, Evgeny
Paz, Keren
Buzdin, Anton A
Zhavoronkov, Alex A
Sidransky, David
Pathway activation strength is a novel independent prognostic biomarker for cetuximab sensitivity in colorectal cancer patients
title Pathway activation strength is a novel independent prognostic biomarker for cetuximab sensitivity in colorectal cancer patients
title_full Pathway activation strength is a novel independent prognostic biomarker for cetuximab sensitivity in colorectal cancer patients
title_fullStr Pathway activation strength is a novel independent prognostic biomarker for cetuximab sensitivity in colorectal cancer patients
title_full_unstemmed Pathway activation strength is a novel independent prognostic biomarker for cetuximab sensitivity in colorectal cancer patients
title_short Pathway activation strength is a novel independent prognostic biomarker for cetuximab sensitivity in colorectal cancer patients
title_sort pathway activation strength is a novel independent prognostic biomarker for cetuximab sensitivity in colorectal cancer patients
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4785572/
https://www.ncbi.nlm.nih.gov/pubmed/27081524
http://dx.doi.org/10.1038/hgv.2015.9
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