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High resolution analysis of the human transcriptome: detection of extensive alternative splicing independent of transcriptional activity

BACKGROUND: Commercially available microarrays have been used in many settings to generate expression profiles for a variety of applications, including target selection for disease detection, classification, profiling for pharmacogenomic response to therapeutics, and potential disease staging. Howev...

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Autores principales: Zhou, Weiyin, Calciano, Margaret A, Jordan, Heather, Brenner, Michael, Johnson, Seth, Wu, Darong, Lei, Lin, Pallares, Diego, Beurdeley, Pascale, Rouet, Fabien, Gill, Pritmohinder S, Bracco, Laurent, Soucaille, Cyril, Einstein, Richard
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2768739/
https://www.ncbi.nlm.nih.gov/pubmed/19804644
http://dx.doi.org/10.1186/1471-2156-10-63
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author Zhou, Weiyin
Calciano, Margaret A
Jordan, Heather
Brenner, Michael
Johnson, Seth
Wu, Darong
Lei, Lin
Pallares, Diego
Beurdeley, Pascale
Rouet, Fabien
Gill, Pritmohinder S
Bracco, Laurent
Soucaille, Cyril
Einstein, Richard
author_facet Zhou, Weiyin
Calciano, Margaret A
Jordan, Heather
Brenner, Michael
Johnson, Seth
Wu, Darong
Lei, Lin
Pallares, Diego
Beurdeley, Pascale
Rouet, Fabien
Gill, Pritmohinder S
Bracco, Laurent
Soucaille, Cyril
Einstein, Richard
author_sort Zhou, Weiyin
collection PubMed
description BACKGROUND: Commercially available microarrays have been used in many settings to generate expression profiles for a variety of applications, including target selection for disease detection, classification, profiling for pharmacogenomic response to therapeutics, and potential disease staging. However, many commercially available microarray platforms fail to capture transcript diversity produced by alternative splicing, a major mechanism for driving proteomic diversity through transcript heterogeneity. RESULTS: The human Genome-Wide SpliceArray™ (GWSA), a novel microarray platform, utilizes an existing probe design concept to monitor such transcript diversity on a genome scale. The human GWSA allows the detection of alternatively spliced events within the human genome through the use of exon body and exon junction probes to provide a direct measure of each transcript, through simple calculations derived from expression data. This report focuses on the performance and validation of the array when measured against standards recently published by the Microarray Quality Control (MAQC) Project. The array was shown to be highly quantitative, and displayed greater than 85% correlation with the HG-U133 Plus 2.0 array at the gene level while providing more extensive coverage of each gene. Almost 60% of splice events among genes demonstrating differential expression of greater than 3 fold also contained extensive splicing alterations. Importantly, almost 10% of splice events within the gene set displaying constant overall expression values had evidence of transcript diversity. Two examples illustrate the types of events identified: LIM domain 7 showed no differential expression at the gene level, but demonstrated deregulation of an exon skip event, while erythrocyte membrane protein band 4.1 -like 3 was differentially expressed and also displayed deregulation of a skipped exon isoform. CONCLUSION: Significant changes were detected independent of transcriptional activity, indicating that the controls for transcript generation and transcription are distinct, and require novel tools in order to detect changes in specific transcript quantity. Our results demonstrate that the SpliceArray™ design will provide researchers with a robust platform to detect and quantify specific changes not only in overall gene expression, but also at the individual transcript level.
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spelling pubmed-27687392009-10-28 High resolution analysis of the human transcriptome: detection of extensive alternative splicing independent of transcriptional activity Zhou, Weiyin Calciano, Margaret A Jordan, Heather Brenner, Michael Johnson, Seth Wu, Darong Lei, Lin Pallares, Diego Beurdeley, Pascale Rouet, Fabien Gill, Pritmohinder S Bracco, Laurent Soucaille, Cyril Einstein, Richard BMC Genet Methodology Article BACKGROUND: Commercially available microarrays have been used in many settings to generate expression profiles for a variety of applications, including target selection for disease detection, classification, profiling for pharmacogenomic response to therapeutics, and potential disease staging. However, many commercially available microarray platforms fail to capture transcript diversity produced by alternative splicing, a major mechanism for driving proteomic diversity through transcript heterogeneity. RESULTS: The human Genome-Wide SpliceArray™ (GWSA), a novel microarray platform, utilizes an existing probe design concept to monitor such transcript diversity on a genome scale. The human GWSA allows the detection of alternatively spliced events within the human genome through the use of exon body and exon junction probes to provide a direct measure of each transcript, through simple calculations derived from expression data. This report focuses on the performance and validation of the array when measured against standards recently published by the Microarray Quality Control (MAQC) Project. The array was shown to be highly quantitative, and displayed greater than 85% correlation with the HG-U133 Plus 2.0 array at the gene level while providing more extensive coverage of each gene. Almost 60% of splice events among genes demonstrating differential expression of greater than 3 fold also contained extensive splicing alterations. Importantly, almost 10% of splice events within the gene set displaying constant overall expression values had evidence of transcript diversity. Two examples illustrate the types of events identified: LIM domain 7 showed no differential expression at the gene level, but demonstrated deregulation of an exon skip event, while erythrocyte membrane protein band 4.1 -like 3 was differentially expressed and also displayed deregulation of a skipped exon isoform. CONCLUSION: Significant changes were detected independent of transcriptional activity, indicating that the controls for transcript generation and transcription are distinct, and require novel tools in order to detect changes in specific transcript quantity. Our results demonstrate that the SpliceArray™ design will provide researchers with a robust platform to detect and quantify specific changes not only in overall gene expression, but also at the individual transcript level. BioMed Central 2009-10-05 /pmc/articles/PMC2768739/ /pubmed/19804644 http://dx.doi.org/10.1186/1471-2156-10-63 Text en Copyright © 2009 Zhou 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 Methodology Article
Zhou, Weiyin
Calciano, Margaret A
Jordan, Heather
Brenner, Michael
Johnson, Seth
Wu, Darong
Lei, Lin
Pallares, Diego
Beurdeley, Pascale
Rouet, Fabien
Gill, Pritmohinder S
Bracco, Laurent
Soucaille, Cyril
Einstein, Richard
High resolution analysis of the human transcriptome: detection of extensive alternative splicing independent of transcriptional activity
title High resolution analysis of the human transcriptome: detection of extensive alternative splicing independent of transcriptional activity
title_full High resolution analysis of the human transcriptome: detection of extensive alternative splicing independent of transcriptional activity
title_fullStr High resolution analysis of the human transcriptome: detection of extensive alternative splicing independent of transcriptional activity
title_full_unstemmed High resolution analysis of the human transcriptome: detection of extensive alternative splicing independent of transcriptional activity
title_short High resolution analysis of the human transcriptome: detection of extensive alternative splicing independent of transcriptional activity
title_sort high resolution analysis of the human transcriptome: detection of extensive alternative splicing independent of transcriptional activity
topic Methodology Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2768739/
https://www.ncbi.nlm.nih.gov/pubmed/19804644
http://dx.doi.org/10.1186/1471-2156-10-63
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