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Robust interlaboratory reproducibility of a gene expression signature measurement consistent with the needs of a new generation of diagnostic tools

BACKGROUND: The increasing use of DNA microarrays in biomedical research, toxicogenomics, pharmaceutical development, and diagnostics has focused attention on the reproducibility and reliability of microarray measurements. While the reproducibility of microarray gene expression measurements has been...

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Autores principales: Ach, Robert A, Floore, Arno, Curry, Bo, Lazar, Vladimir, Glas, Annuska M, Pover, Rob, Tsalenko, Anya, Ripoche, Hugues, Cardoso, Fatima, d'Assignies, Mahasti Saghatchian, Bruhn, Laurakay, Van't Veer, Laura J
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2007
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1904205/
https://www.ncbi.nlm.nih.gov/pubmed/17553173
http://dx.doi.org/10.1186/1471-2164-8-148
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author Ach, Robert A
Floore, Arno
Curry, Bo
Lazar, Vladimir
Glas, Annuska M
Pover, Rob
Tsalenko, Anya
Ripoche, Hugues
Cardoso, Fatima
d'Assignies, Mahasti Saghatchian
Bruhn, Laurakay
Van't Veer, Laura J
author_facet Ach, Robert A
Floore, Arno
Curry, Bo
Lazar, Vladimir
Glas, Annuska M
Pover, Rob
Tsalenko, Anya
Ripoche, Hugues
Cardoso, Fatima
d'Assignies, Mahasti Saghatchian
Bruhn, Laurakay
Van't Veer, Laura J
author_sort Ach, Robert A
collection PubMed
description BACKGROUND: The increasing use of DNA microarrays in biomedical research, toxicogenomics, pharmaceutical development, and diagnostics has focused attention on the reproducibility and reliability of microarray measurements. While the reproducibility of microarray gene expression measurements has been the subject of several recent reports, there is still a need for systematic investigation into what factors most contribute to variability of measured expression levels observed among different laboratories and different experimenters. RESULTS: We report the results of an interlaboratory comparison of gene expression array measurements on the same microarray platform, in which the RNA amplification and labeling, hybridization and wash, and slide scanning were each individually varied. Identical input RNA was used for all experiments. While some sources of variation have measurable influence on individual microarray signals, they showed very low influence on sample-to-reference ratios based on averaged triplicate measurements in the two-color experiments. RNA labeling was the largest contributor to interlaboratory variation. CONCLUSION: Despite this variation, measurement of one particular breast cancer gene expression signature in three different laboratories was found to be highly robust, showing a high intralaboratory and interlaboratory reproducibility when using strictly controlled standard operating procedures.
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spelling pubmed-19042052007-06-29 Robust interlaboratory reproducibility of a gene expression signature measurement consistent with the needs of a new generation of diagnostic tools Ach, Robert A Floore, Arno Curry, Bo Lazar, Vladimir Glas, Annuska M Pover, Rob Tsalenko, Anya Ripoche, Hugues Cardoso, Fatima d'Assignies, Mahasti Saghatchian Bruhn, Laurakay Van't Veer, Laura J BMC Genomics Research Article BACKGROUND: The increasing use of DNA microarrays in biomedical research, toxicogenomics, pharmaceutical development, and diagnostics has focused attention on the reproducibility and reliability of microarray measurements. While the reproducibility of microarray gene expression measurements has been the subject of several recent reports, there is still a need for systematic investigation into what factors most contribute to variability of measured expression levels observed among different laboratories and different experimenters. RESULTS: We report the results of an interlaboratory comparison of gene expression array measurements on the same microarray platform, in which the RNA amplification and labeling, hybridization and wash, and slide scanning were each individually varied. Identical input RNA was used for all experiments. While some sources of variation have measurable influence on individual microarray signals, they showed very low influence on sample-to-reference ratios based on averaged triplicate measurements in the two-color experiments. RNA labeling was the largest contributor to interlaboratory variation. CONCLUSION: Despite this variation, measurement of one particular breast cancer gene expression signature in three different laboratories was found to be highly robust, showing a high intralaboratory and interlaboratory reproducibility when using strictly controlled standard operating procedures. BioMed Central 2007-06-07 /pmc/articles/PMC1904205/ /pubmed/17553173 http://dx.doi.org/10.1186/1471-2164-8-148 Text en Copyright © 2007 Ach 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
Ach, Robert A
Floore, Arno
Curry, Bo
Lazar, Vladimir
Glas, Annuska M
Pover, Rob
Tsalenko, Anya
Ripoche, Hugues
Cardoso, Fatima
d'Assignies, Mahasti Saghatchian
Bruhn, Laurakay
Van't Veer, Laura J
Robust interlaboratory reproducibility of a gene expression signature measurement consistent with the needs of a new generation of diagnostic tools
title Robust interlaboratory reproducibility of a gene expression signature measurement consistent with the needs of a new generation of diagnostic tools
title_full Robust interlaboratory reproducibility of a gene expression signature measurement consistent with the needs of a new generation of diagnostic tools
title_fullStr Robust interlaboratory reproducibility of a gene expression signature measurement consistent with the needs of a new generation of diagnostic tools
title_full_unstemmed Robust interlaboratory reproducibility of a gene expression signature measurement consistent with the needs of a new generation of diagnostic tools
title_short Robust interlaboratory reproducibility of a gene expression signature measurement consistent with the needs of a new generation of diagnostic tools
title_sort robust interlaboratory reproducibility of a gene expression signature measurement consistent with the needs of a new generation of diagnostic tools
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1904205/
https://www.ncbi.nlm.nih.gov/pubmed/17553173
http://dx.doi.org/10.1186/1471-2164-8-148
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