Cargando…
Transcriptional expression of 8 genes predicts pathological response to first-line docetaxel + trastuzumab-based neoadjuvant chemotherapy
BACKGROUND: Overexpression of HER2 is observed in 20 to 30% of breast carcinomas. The use of trastuzumab has improved the treatment of these patients, especially when it is associated with docetaxel. To optimize the use of this treatment, it seems important to select putative complete responders bef...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2015
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4417290/ https://www.ncbi.nlm.nih.gov/pubmed/25879949 http://dx.doi.org/10.1186/s12885-015-1198-9 |
_version_ | 1782369349859803136 |
---|---|
author | Schmitt, Esther Végran, Frédérique Chevrier, Sandy Burillier, Laura Cadouot, Muriel Lizard-Nacol, Sarab Coudert, Bruno Fumoleau, Pierre Arnould, Laurent Boidot, Romain |
author_facet | Schmitt, Esther Végran, Frédérique Chevrier, Sandy Burillier, Laura Cadouot, Muriel Lizard-Nacol, Sarab Coudert, Bruno Fumoleau, Pierre Arnould, Laurent Boidot, Romain |
author_sort | Schmitt, Esther |
collection | PubMed |
description | BACKGROUND: Overexpression of HER2 is observed in 20 to 30% of breast carcinomas. The use of trastuzumab has improved the treatment of these patients, especially when it is associated with docetaxel. To optimize the use of this treatment, it seems important to select putative complete responders before treatment administration. METHODS: In this study, we analyzed by quantitative PCR the expression of 28 genes in HER2-overexpressing tumors treated with trastuzumab + docetaxel-based chemotherapy. We then correlated their expression profile with those of trastuzumab-sensitive and resistant cell lines to classify tumors as having a sensitive (pCR) or resistant (non-pCR) profile. Finally, we used public datasets from the GEO website to validate the reduced gene-expression profile obtained. RESULTS: We identified an 8-gene-expression combination that predicted the response to treatment with an accuracy of 76%. Based on public microarray data, we showed that the expression profile was specific to first-line trastuzumab + docetaxel-based treatment with an accuracy of 85%. CONCLUSIONS: Our results showed that by profiling the expression of 8 genes it was possible to predict the response to first-line trastuzumab + docetaxel-based chemotherapy. The use of cancer cell lines as the reference allowed a proper fit with the specificity of different tissues, such as lung or gastric cancers, which could also be eligible to concomitant HER2 inhibition by treatment with trastuzumab or tyrosine kinase inhibitors and docetaxel. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12885-015-1198-9) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4417290 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-44172902015-05-03 Transcriptional expression of 8 genes predicts pathological response to first-line docetaxel + trastuzumab-based neoadjuvant chemotherapy Schmitt, Esther Végran, Frédérique Chevrier, Sandy Burillier, Laura Cadouot, Muriel Lizard-Nacol, Sarab Coudert, Bruno Fumoleau, Pierre Arnould, Laurent Boidot, Romain BMC Cancer Research Article BACKGROUND: Overexpression of HER2 is observed in 20 to 30% of breast carcinomas. The use of trastuzumab has improved the treatment of these patients, especially when it is associated with docetaxel. To optimize the use of this treatment, it seems important to select putative complete responders before treatment administration. METHODS: In this study, we analyzed by quantitative PCR the expression of 28 genes in HER2-overexpressing tumors treated with trastuzumab + docetaxel-based chemotherapy. We then correlated their expression profile with those of trastuzumab-sensitive and resistant cell lines to classify tumors as having a sensitive (pCR) or resistant (non-pCR) profile. Finally, we used public datasets from the GEO website to validate the reduced gene-expression profile obtained. RESULTS: We identified an 8-gene-expression combination that predicted the response to treatment with an accuracy of 76%. Based on public microarray data, we showed that the expression profile was specific to first-line trastuzumab + docetaxel-based treatment with an accuracy of 85%. CONCLUSIONS: Our results showed that by profiling the expression of 8 genes it was possible to predict the response to first-line trastuzumab + docetaxel-based chemotherapy. The use of cancer cell lines as the reference allowed a proper fit with the specificity of different tissues, such as lung or gastric cancers, which could also be eligible to concomitant HER2 inhibition by treatment with trastuzumab or tyrosine kinase inhibitors and docetaxel. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12885-015-1198-9) contains supplementary material, which is available to authorized users. BioMed Central 2015-03-24 /pmc/articles/PMC4417290/ /pubmed/25879949 http://dx.doi.org/10.1186/s12885-015-1198-9 Text en © Schmitt et al.; licensee BioMed Central. 2015 This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Schmitt, Esther Végran, Frédérique Chevrier, Sandy Burillier, Laura Cadouot, Muriel Lizard-Nacol, Sarab Coudert, Bruno Fumoleau, Pierre Arnould, Laurent Boidot, Romain Transcriptional expression of 8 genes predicts pathological response to first-line docetaxel + trastuzumab-based neoadjuvant chemotherapy |
title | Transcriptional expression of 8 genes predicts pathological response to first-line docetaxel + trastuzumab-based neoadjuvant chemotherapy |
title_full | Transcriptional expression of 8 genes predicts pathological response to first-line docetaxel + trastuzumab-based neoadjuvant chemotherapy |
title_fullStr | Transcriptional expression of 8 genes predicts pathological response to first-line docetaxel + trastuzumab-based neoadjuvant chemotherapy |
title_full_unstemmed | Transcriptional expression of 8 genes predicts pathological response to first-line docetaxel + trastuzumab-based neoadjuvant chemotherapy |
title_short | Transcriptional expression of 8 genes predicts pathological response to first-line docetaxel + trastuzumab-based neoadjuvant chemotherapy |
title_sort | transcriptional expression of 8 genes predicts pathological response to first-line docetaxel + trastuzumab-based neoadjuvant chemotherapy |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4417290/ https://www.ncbi.nlm.nih.gov/pubmed/25879949 http://dx.doi.org/10.1186/s12885-015-1198-9 |
work_keys_str_mv | AT schmittesther transcriptionalexpressionof8genespredictspathologicalresponsetofirstlinedocetaxeltrastuzumabbasedneoadjuvantchemotherapy AT vegranfrederique transcriptionalexpressionof8genespredictspathologicalresponsetofirstlinedocetaxeltrastuzumabbasedneoadjuvantchemotherapy AT chevriersandy transcriptionalexpressionof8genespredictspathologicalresponsetofirstlinedocetaxeltrastuzumabbasedneoadjuvantchemotherapy AT burillierlaura transcriptionalexpressionof8genespredictspathologicalresponsetofirstlinedocetaxeltrastuzumabbasedneoadjuvantchemotherapy AT cadouotmuriel transcriptionalexpressionof8genespredictspathologicalresponsetofirstlinedocetaxeltrastuzumabbasedneoadjuvantchemotherapy AT lizardnacolsarab transcriptionalexpressionof8genespredictspathologicalresponsetofirstlinedocetaxeltrastuzumabbasedneoadjuvantchemotherapy AT coudertbruno transcriptionalexpressionof8genespredictspathologicalresponsetofirstlinedocetaxeltrastuzumabbasedneoadjuvantchemotherapy AT fumoleaupierre transcriptionalexpressionof8genespredictspathologicalresponsetofirstlinedocetaxeltrastuzumabbasedneoadjuvantchemotherapy AT arnouldlaurent transcriptionalexpressionof8genespredictspathologicalresponsetofirstlinedocetaxeltrastuzumabbasedneoadjuvantchemotherapy AT boidotromain transcriptionalexpressionof8genespredictspathologicalresponsetofirstlinedocetaxeltrastuzumabbasedneoadjuvantchemotherapy |