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Evaluation of gene expression data generated from expired Affymetrix GeneChip(®) microarrays using MAQC reference RNA samples

BACKGROUND: The Affymetrix GeneChip(®) system is a commonly used platform for microarray analysis but the technology is inherently expensive. Unfortunately, changes in experimental planning and execution, such as the unavailability of previously anticipated samples or a shift in research focus, may...

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Autores principales: Wen, Zhining, Wang, Charles, Shi, Quan, Huang, Ying, Su, Zhenqiang, Hong, Huixiao, Tong, Weida, Shi, Leming
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3026357/
https://www.ncbi.nlm.nih.gov/pubmed/20946593
http://dx.doi.org/10.1186/1471-2105-11-S6-S10
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author Wen, Zhining
Wang, Charles
Shi, Quan
Huang, Ying
Su, Zhenqiang
Hong, Huixiao
Tong, Weida
Shi, Leming
author_facet Wen, Zhining
Wang, Charles
Shi, Quan
Huang, Ying
Su, Zhenqiang
Hong, Huixiao
Tong, Weida
Shi, Leming
author_sort Wen, Zhining
collection PubMed
description BACKGROUND: The Affymetrix GeneChip(®) system is a commonly used platform for microarray analysis but the technology is inherently expensive. Unfortunately, changes in experimental planning and execution, such as the unavailability of previously anticipated samples or a shift in research focus, may render significant numbers of pre-purchased GeneChip(®) microarrays unprocessed before their manufacturer’s expiration dates. Researchers and microarray core facilities wonder whether expired microarrays are still useful for gene expression analysis. In addition, it was not clear whether the two human reference RNA samples established by the MAQC project in 2005 still maintained their transcriptome integrity over a period of four years. Experiments were conducted to answer these questions. RESULTS: Microarray data were generated in 2009 in three replicates for each of the two MAQC samples with either expired Affymetrix U133A or unexpired U133Plus2 microarrays. These results were compared with data obtained in 2005 on the U133Plus2 microarray. The percentage of overlap between the lists of differentially expressed genes (DEGs) from U133Plus2 microarray data generated in 2009 and in 2005 was 97.44%. While there was some degree of fold change compression in the expired U133A microarrays, the percentage of overlap between the lists of DEGs from the expired and unexpired microarrays was as high as 96.99%. Moreover, the microarray data generated using the expired U133A microarrays in 2009 were highly concordant with microarray and TaqMan(®) data generated by the MAQC project in 2005. CONCLUSIONS: Our results demonstrated that microarray data generated using U133A microarrays, which were more than four years past the manufacturer’s expiration date, were highly specific and consistent with those from unexpired microarrays in identifying DEGs despite some appreciable fold change compression and decrease in sensitivity. Our data also suggested that the MAQC reference RNA samples, stored at -80°C, were stable over a time frame of at least four years.
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spelling pubmed-30263572011-01-26 Evaluation of gene expression data generated from expired Affymetrix GeneChip(®) microarrays using MAQC reference RNA samples Wen, Zhining Wang, Charles Shi, Quan Huang, Ying Su, Zhenqiang Hong, Huixiao Tong, Weida Shi, Leming BMC Bioinformatics Proceedings BACKGROUND: The Affymetrix GeneChip(®) system is a commonly used platform for microarray analysis but the technology is inherently expensive. Unfortunately, changes in experimental planning and execution, such as the unavailability of previously anticipated samples or a shift in research focus, may render significant numbers of pre-purchased GeneChip(®) microarrays unprocessed before their manufacturer’s expiration dates. Researchers and microarray core facilities wonder whether expired microarrays are still useful for gene expression analysis. In addition, it was not clear whether the two human reference RNA samples established by the MAQC project in 2005 still maintained their transcriptome integrity over a period of four years. Experiments were conducted to answer these questions. RESULTS: Microarray data were generated in 2009 in three replicates for each of the two MAQC samples with either expired Affymetrix U133A or unexpired U133Plus2 microarrays. These results were compared with data obtained in 2005 on the U133Plus2 microarray. The percentage of overlap between the lists of differentially expressed genes (DEGs) from U133Plus2 microarray data generated in 2009 and in 2005 was 97.44%. While there was some degree of fold change compression in the expired U133A microarrays, the percentage of overlap between the lists of DEGs from the expired and unexpired microarrays was as high as 96.99%. Moreover, the microarray data generated using the expired U133A microarrays in 2009 were highly concordant with microarray and TaqMan(®) data generated by the MAQC project in 2005. CONCLUSIONS: Our results demonstrated that microarray data generated using U133A microarrays, which were more than four years past the manufacturer’s expiration date, were highly specific and consistent with those from unexpired microarrays in identifying DEGs despite some appreciable fold change compression and decrease in sensitivity. Our data also suggested that the MAQC reference RNA samples, stored at -80°C, were stable over a time frame of at least four years. BioMed Central 2010-10-07 /pmc/articles/PMC3026357/ /pubmed/20946593 http://dx.doi.org/10.1186/1471-2105-11-S6-S10 Text en Copyright ©2010 Shi 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 Proceedings
Wen, Zhining
Wang, Charles
Shi, Quan
Huang, Ying
Su, Zhenqiang
Hong, Huixiao
Tong, Weida
Shi, Leming
Evaluation of gene expression data generated from expired Affymetrix GeneChip(®) microarrays using MAQC reference RNA samples
title Evaluation of gene expression data generated from expired Affymetrix GeneChip(®) microarrays using MAQC reference RNA samples
title_full Evaluation of gene expression data generated from expired Affymetrix GeneChip(®) microarrays using MAQC reference RNA samples
title_fullStr Evaluation of gene expression data generated from expired Affymetrix GeneChip(®) microarrays using MAQC reference RNA samples
title_full_unstemmed Evaluation of gene expression data generated from expired Affymetrix GeneChip(®) microarrays using MAQC reference RNA samples
title_short Evaluation of gene expression data generated from expired Affymetrix GeneChip(®) microarrays using MAQC reference RNA samples
title_sort evaluation of gene expression data generated from expired affymetrix genechip(®) microarrays using maqc reference rna samples
topic Proceedings
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3026357/
https://www.ncbi.nlm.nih.gov/pubmed/20946593
http://dx.doi.org/10.1186/1471-2105-11-S6-S10
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