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Exon and junction microarrays detect widespread mouse strain- and sex-bias expression differences

BACKGROUND: Studies have shown that genetic and sex differences strongly influence gene expression in mice. Given the diversity and complexity of transcripts produced by alternative splicing, we sought to use microarrays to establish the extent of variation found in mouse strains and genders. Here,...

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Autores principales: Su, Wan-Lin, Modrek, Barmak, GuhaThakurta, Debraj, Edwards, Stephen, Shah, Jyoti K, Kulkarni, Amit V, Russell, Archie, Schadt, Eric E, Johnson, Jason M, Castle, John C
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2008
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Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2432077/
https://www.ncbi.nlm.nih.gov/pubmed/18533039
http://dx.doi.org/10.1186/1471-2164-9-273
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author Su, Wan-Lin
Modrek, Barmak
GuhaThakurta, Debraj
Edwards, Stephen
Shah, Jyoti K
Kulkarni, Amit V
Russell, Archie
Schadt, Eric E
Johnson, Jason M
Castle, John C
author_facet Su, Wan-Lin
Modrek, Barmak
GuhaThakurta, Debraj
Edwards, Stephen
Shah, Jyoti K
Kulkarni, Amit V
Russell, Archie
Schadt, Eric E
Johnson, Jason M
Castle, John C
author_sort Su, Wan-Lin
collection PubMed
description BACKGROUND: Studies have shown that genetic and sex differences strongly influence gene expression in mice. Given the diversity and complexity of transcripts produced by alternative splicing, we sought to use microarrays to establish the extent of variation found in mouse strains and genders. Here, we surveyed the effect of strain and sex on liver gene and exon expression using male and female mice from three different inbred strains. RESULTS: 71 liver RNA samples from three mouse strains – DBA/2J, C57BL/6J and C3H/HeJ – were profiled using a custom-designed microarray monitoring exon and exon-junction expression of 1,020 genes representing 9,406 exons. Gene expression was calculated via two different methods, using the 3'-most exon probe ("3' gene expression profiling") and using all probes associated with the gene ("whole-transcript gene expression profiling"), while exon expression was determined using exon probes and flanking junction probes that spanned across the neighboring exons ("exon expression profiling"). Widespread strain and sex influences were detected using a two-way Analysis of Variance (ANOVA) regardless of the profiling method used. However, over 90% of the genes identified in 3' gene expression profiling or whole transcript profiling were identified in exon profiling, along with 75% and 38% more genes, respectively, showing evidence of differential isoform expression. Overall, 55% and 32% of genes, respectively, exhibited strain- and sex-bias differential gene or exon expression. CONCLUSION: Exon expression profiling identifies significantly more variation than both 3' gene expression profiling and whole-transcript gene expression profiling. A large percentage of genes that are not differentially expressed at the gene level demonstrate exon expression variation suggesting an influence of strain and sex on alternative splicing and a need to profile expression changes at sub-gene resolution.
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spelling pubmed-24320772008-06-20 Exon and junction microarrays detect widespread mouse strain- and sex-bias expression differences Su, Wan-Lin Modrek, Barmak GuhaThakurta, Debraj Edwards, Stephen Shah, Jyoti K Kulkarni, Amit V Russell, Archie Schadt, Eric E Johnson, Jason M Castle, John C BMC Genomics Research Article BACKGROUND: Studies have shown that genetic and sex differences strongly influence gene expression in mice. Given the diversity and complexity of transcripts produced by alternative splicing, we sought to use microarrays to establish the extent of variation found in mouse strains and genders. Here, we surveyed the effect of strain and sex on liver gene and exon expression using male and female mice from three different inbred strains. RESULTS: 71 liver RNA samples from three mouse strains – DBA/2J, C57BL/6J and C3H/HeJ – were profiled using a custom-designed microarray monitoring exon and exon-junction expression of 1,020 genes representing 9,406 exons. Gene expression was calculated via two different methods, using the 3'-most exon probe ("3' gene expression profiling") and using all probes associated with the gene ("whole-transcript gene expression profiling"), while exon expression was determined using exon probes and flanking junction probes that spanned across the neighboring exons ("exon expression profiling"). Widespread strain and sex influences were detected using a two-way Analysis of Variance (ANOVA) regardless of the profiling method used. However, over 90% of the genes identified in 3' gene expression profiling or whole transcript profiling were identified in exon profiling, along with 75% and 38% more genes, respectively, showing evidence of differential isoform expression. Overall, 55% and 32% of genes, respectively, exhibited strain- and sex-bias differential gene or exon expression. CONCLUSION: Exon expression profiling identifies significantly more variation than both 3' gene expression profiling and whole-transcript gene expression profiling. A large percentage of genes that are not differentially expressed at the gene level demonstrate exon expression variation suggesting an influence of strain and sex on alternative splicing and a need to profile expression changes at sub-gene resolution. BioMed Central 2008-06-04 /pmc/articles/PMC2432077/ /pubmed/18533039 http://dx.doi.org/10.1186/1471-2164-9-273 Text en Copyright © 2008 Su 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
Su, Wan-Lin
Modrek, Barmak
GuhaThakurta, Debraj
Edwards, Stephen
Shah, Jyoti K
Kulkarni, Amit V
Russell, Archie
Schadt, Eric E
Johnson, Jason M
Castle, John C
Exon and junction microarrays detect widespread mouse strain- and sex-bias expression differences
title Exon and junction microarrays detect widespread mouse strain- and sex-bias expression differences
title_full Exon and junction microarrays detect widespread mouse strain- and sex-bias expression differences
title_fullStr Exon and junction microarrays detect widespread mouse strain- and sex-bias expression differences
title_full_unstemmed Exon and junction microarrays detect widespread mouse strain- and sex-bias expression differences
title_short Exon and junction microarrays detect widespread mouse strain- and sex-bias expression differences
title_sort exon and junction microarrays detect widespread mouse strain- and sex-bias expression differences
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2432077/
https://www.ncbi.nlm.nih.gov/pubmed/18533039
http://dx.doi.org/10.1186/1471-2164-9-273
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