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Importance of pre-analytical steps for transcriptome and RT-qPCR analyses in the context of the phase II randomised multicentre trial REMAGUS02 of neoadjuvant chemotherapy in breast cancer patients
BACKGROUND: Identification of predictive markers of response to treatment is a major objective in breast cancer. A major problem in clinical sampling is the variability of RNA templates, requiring accurate management of tumour material and subsequent analyses for future translation in clinical pract...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2011
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3126791/ https://www.ncbi.nlm.nih.gov/pubmed/21631949 http://dx.doi.org/10.1186/1471-2407-11-215 |
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author | de Cremoux, Patricia Valet, Fabien Gentien, David Lehmann-Che, Jacqueline Scott, Véronique Tran-Perennou, Carine Barbaroux, Catherine Servant, Nicolas Vacher, Sophie Sigal-Zafrani, Brigitte Mathieu, Marie-Christine Bertheau, Philippe Guinebretière, Jean-Marc Asselain, Bernard Marty, Michel Spyratos, Frédérique |
author_facet | de Cremoux, Patricia Valet, Fabien Gentien, David Lehmann-Che, Jacqueline Scott, Véronique Tran-Perennou, Carine Barbaroux, Catherine Servant, Nicolas Vacher, Sophie Sigal-Zafrani, Brigitte Mathieu, Marie-Christine Bertheau, Philippe Guinebretière, Jean-Marc Asselain, Bernard Marty, Michel Spyratos, Frédérique |
author_sort | de Cremoux, Patricia |
collection | PubMed |
description | BACKGROUND: Identification of predictive markers of response to treatment is a major objective in breast cancer. A major problem in clinical sampling is the variability of RNA templates, requiring accurate management of tumour material and subsequent analyses for future translation in clinical practice. Our aim was to establish the feasibility and reliability of high throughput RNA analysis in a prospective trial. METHODS: This study was conducted on RNA from initial biopsies, in a prospective trial of neoadjuvant chemotherapy in 327 patients with inoperable breast cancer. Four independent centres included patients and samples. Human U133 GeneChips plus 2.0 arrays for transcriptome analysis and quantitative RT-qPCR of 45 target genes and 6 reference genes were analysed on total RNA. RESULTS: Thirty seven samples were excluded because i) they contained less than 30% malignant cells, or ii) they provided RNA Integrity Number (RIN) of poor quality. Among the 290 remaining cases, taking into account strict quality control criteria initially defined to ensure good quality of sampling, 78% and 82% samples were eligible for transcriptome and RT-qPCR analyses, respectively. For RT-qPCR, efficiency was corrected by using standard curves for each gene and each plate. It was greater than 90% for all genes. Clustering analysis highlighted relevant breast cancer phenotypes for both techniques (ER+, PR+, HER2+, triple negative). Interestingly, clustering on trancriptome data also demonstrated a "centre effect", probably due to the sampling or extraction methods used in on of the centres. Conversely, the calibration of RT-qPCR analysis led to the centre effect withdrawing, allowing multicentre analysis of gene transcripts with high accuracy. CONCLUSIONS: Our data showed that strict quality criteria for RNA integrity assessment and well calibrated and standardized RT-qPCR allows multicentre analysis of genes transcripts with high accuracy in the clinical context. More stringent criteria are needed for transcriptome analysis for clinical applications. |
format | Online Article Text |
id | pubmed-3126791 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-31267912011-06-30 Importance of pre-analytical steps for transcriptome and RT-qPCR analyses in the context of the phase II randomised multicentre trial REMAGUS02 of neoadjuvant chemotherapy in breast cancer patients de Cremoux, Patricia Valet, Fabien Gentien, David Lehmann-Che, Jacqueline Scott, Véronique Tran-Perennou, Carine Barbaroux, Catherine Servant, Nicolas Vacher, Sophie Sigal-Zafrani, Brigitte Mathieu, Marie-Christine Bertheau, Philippe Guinebretière, Jean-Marc Asselain, Bernard Marty, Michel Spyratos, Frédérique BMC Cancer Research Article BACKGROUND: Identification of predictive markers of response to treatment is a major objective in breast cancer. A major problem in clinical sampling is the variability of RNA templates, requiring accurate management of tumour material and subsequent analyses for future translation in clinical practice. Our aim was to establish the feasibility and reliability of high throughput RNA analysis in a prospective trial. METHODS: This study was conducted on RNA from initial biopsies, in a prospective trial of neoadjuvant chemotherapy in 327 patients with inoperable breast cancer. Four independent centres included patients and samples. Human U133 GeneChips plus 2.0 arrays for transcriptome analysis and quantitative RT-qPCR of 45 target genes and 6 reference genes were analysed on total RNA. RESULTS: Thirty seven samples were excluded because i) they contained less than 30% malignant cells, or ii) they provided RNA Integrity Number (RIN) of poor quality. Among the 290 remaining cases, taking into account strict quality control criteria initially defined to ensure good quality of sampling, 78% and 82% samples were eligible for transcriptome and RT-qPCR analyses, respectively. For RT-qPCR, efficiency was corrected by using standard curves for each gene and each plate. It was greater than 90% for all genes. Clustering analysis highlighted relevant breast cancer phenotypes for both techniques (ER+, PR+, HER2+, triple negative). Interestingly, clustering on trancriptome data also demonstrated a "centre effect", probably due to the sampling or extraction methods used in on of the centres. Conversely, the calibration of RT-qPCR analysis led to the centre effect withdrawing, allowing multicentre analysis of gene transcripts with high accuracy. CONCLUSIONS: Our data showed that strict quality criteria for RNA integrity assessment and well calibrated and standardized RT-qPCR allows multicentre analysis of genes transcripts with high accuracy in the clinical context. More stringent criteria are needed for transcriptome analysis for clinical applications. BioMed Central 2011-06-01 /pmc/articles/PMC3126791/ /pubmed/21631949 http://dx.doi.org/10.1186/1471-2407-11-215 Text en Copyright ©2011 de Cremoux et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article de Cremoux, Patricia Valet, Fabien Gentien, David Lehmann-Che, Jacqueline Scott, Véronique Tran-Perennou, Carine Barbaroux, Catherine Servant, Nicolas Vacher, Sophie Sigal-Zafrani, Brigitte Mathieu, Marie-Christine Bertheau, Philippe Guinebretière, Jean-Marc Asselain, Bernard Marty, Michel Spyratos, Frédérique Importance of pre-analytical steps for transcriptome and RT-qPCR analyses in the context of the phase II randomised multicentre trial REMAGUS02 of neoadjuvant chemotherapy in breast cancer patients |
title | Importance of pre-analytical steps for transcriptome and RT-qPCR analyses in the context of the phase II randomised multicentre trial REMAGUS02 of neoadjuvant chemotherapy in breast cancer patients |
title_full | Importance of pre-analytical steps for transcriptome and RT-qPCR analyses in the context of the phase II randomised multicentre trial REMAGUS02 of neoadjuvant chemotherapy in breast cancer patients |
title_fullStr | Importance of pre-analytical steps for transcriptome and RT-qPCR analyses in the context of the phase II randomised multicentre trial REMAGUS02 of neoadjuvant chemotherapy in breast cancer patients |
title_full_unstemmed | Importance of pre-analytical steps for transcriptome and RT-qPCR analyses in the context of the phase II randomised multicentre trial REMAGUS02 of neoadjuvant chemotherapy in breast cancer patients |
title_short | Importance of pre-analytical steps for transcriptome and RT-qPCR analyses in the context of the phase II randomised multicentre trial REMAGUS02 of neoadjuvant chemotherapy in breast cancer patients |
title_sort | importance of pre-analytical steps for transcriptome and rt-qpcr analyses in the context of the phase ii randomised multicentre trial remagus02 of neoadjuvant chemotherapy in breast cancer patients |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3126791/ https://www.ncbi.nlm.nih.gov/pubmed/21631949 http://dx.doi.org/10.1186/1471-2407-11-215 |
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