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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2011
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.
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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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