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RNA sequencing of transcriptomes in human brain regions: protein-coding and non-coding RNAs, isoforms and alleles

BACKGROUND: We used RNA sequencing to analyze transcript profiles of ten autopsy brain regions from ten subjects. RNA sequencing techniques were designed to detect both coding and non-coding RNA, splice isoform composition, and allelic expression. Brain regions were selected from five subjects with...

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Autores principales: Webb, Amy, Papp, Audrey C., Curtis, Amanda, Newman, Leslie C., Pietrzak, Maciej, Seweryn, Michal, Handelman, Samuel K., Rempala, Grzegorz A., Wang, Daqing, Graziosa, Erica, Tyndale, Rachel F., Lerman, Caryn, Kelsoe, John R., Mash, Deborah C., Sadee, Wolfgang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4657279/
https://www.ncbi.nlm.nih.gov/pubmed/26597164
http://dx.doi.org/10.1186/s12864-015-2207-8
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author Webb, Amy
Papp, Audrey C.
Curtis, Amanda
Newman, Leslie C.
Pietrzak, Maciej
Seweryn, Michal
Handelman, Samuel K.
Rempala, Grzegorz A.
Wang, Daqing
Graziosa, Erica
Tyndale, Rachel F.
Lerman, Caryn
Kelsoe, John R.
Mash, Deborah C.
Sadee, Wolfgang
author_facet Webb, Amy
Papp, Audrey C.
Curtis, Amanda
Newman, Leslie C.
Pietrzak, Maciej
Seweryn, Michal
Handelman, Samuel K.
Rempala, Grzegorz A.
Wang, Daqing
Graziosa, Erica
Tyndale, Rachel F.
Lerman, Caryn
Kelsoe, John R.
Mash, Deborah C.
Sadee, Wolfgang
author_sort Webb, Amy
collection PubMed
description BACKGROUND: We used RNA sequencing to analyze transcript profiles of ten autopsy brain regions from ten subjects. RNA sequencing techniques were designed to detect both coding and non-coding RNA, splice isoform composition, and allelic expression. Brain regions were selected from five subjects with a documented history of smoking and five non-smokers. Paired-end RNA sequencing was performed on SOLiD instruments to a depth of >40 million reads, using linearly amplified, ribosomally depleted RNA. Sequencing libraries were prepared with both poly-dT and random hexamer primers to detect all RNA classes, including long non-coding (lncRNA), intronic and intergenic transcripts, and transcripts lacking poly-A tails, providing additional data not previously available. The study was designed to generate a database of the complete transcriptomes in brain region for gene network analyses and discovery of regulatory variants. RESULTS: Of 20,318 protein coding and 18,080 lncRNA genes annotated from GENCODE and lncipedia, 12 thousand protein coding and 2 thousand lncRNA transcripts were detectable at a conservative threshold. Of the aligned reads, 52 % were exonic, 34 % intronic and 14 % intergenic. A majority of protein coding genes (65 %) was expressed in all regions, whereas ncRNAs displayed a more restricted distribution. Profiles of RNA isoforms varied across brain regions and subjects at multiple gene loci, with neurexin 3 (NRXN3) a prominent example. Allelic RNA ratios deviating from unity were identified in > 400 genes, detectable in both protein-coding and non-coding genes, indicating the presence of cis-acting regulatory variants. Mathematical modeling was used to identify RNAs stably expressed in all brain regions (serving as potential markers for normalizing expression levels), linked to basic cellular functions. An initial analysis of differential expression analysis between smokers and nonsmokers implicated a number of genes, several previously associated with nicotine exposure. CONCLUSIONS: RNA sequencing identifies distinct and consistent differences in gene expression between brain regions, with non-coding RNA displaying greater diversity between brain regions than mRNAs. Numerous RNAs exhibit robust allele selective expression, proving a means for discovery of cis-acting regulatory factors with potential clinical relevance. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-2207-8) contains supplementary material, which is available to authorized users.
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spelling pubmed-46572792015-11-25 RNA sequencing of transcriptomes in human brain regions: protein-coding and non-coding RNAs, isoforms and alleles Webb, Amy Papp, Audrey C. Curtis, Amanda Newman, Leslie C. Pietrzak, Maciej Seweryn, Michal Handelman, Samuel K. Rempala, Grzegorz A. Wang, Daqing Graziosa, Erica Tyndale, Rachel F. Lerman, Caryn Kelsoe, John R. Mash, Deborah C. Sadee, Wolfgang BMC Genomics Research Article BACKGROUND: We used RNA sequencing to analyze transcript profiles of ten autopsy brain regions from ten subjects. RNA sequencing techniques were designed to detect both coding and non-coding RNA, splice isoform composition, and allelic expression. Brain regions were selected from five subjects with a documented history of smoking and five non-smokers. Paired-end RNA sequencing was performed on SOLiD instruments to a depth of >40 million reads, using linearly amplified, ribosomally depleted RNA. Sequencing libraries were prepared with both poly-dT and random hexamer primers to detect all RNA classes, including long non-coding (lncRNA), intronic and intergenic transcripts, and transcripts lacking poly-A tails, providing additional data not previously available. The study was designed to generate a database of the complete transcriptomes in brain region for gene network analyses and discovery of regulatory variants. RESULTS: Of 20,318 protein coding and 18,080 lncRNA genes annotated from GENCODE and lncipedia, 12 thousand protein coding and 2 thousand lncRNA transcripts were detectable at a conservative threshold. Of the aligned reads, 52 % were exonic, 34 % intronic and 14 % intergenic. A majority of protein coding genes (65 %) was expressed in all regions, whereas ncRNAs displayed a more restricted distribution. Profiles of RNA isoforms varied across brain regions and subjects at multiple gene loci, with neurexin 3 (NRXN3) a prominent example. Allelic RNA ratios deviating from unity were identified in > 400 genes, detectable in both protein-coding and non-coding genes, indicating the presence of cis-acting regulatory variants. Mathematical modeling was used to identify RNAs stably expressed in all brain regions (serving as potential markers for normalizing expression levels), linked to basic cellular functions. An initial analysis of differential expression analysis between smokers and nonsmokers implicated a number of genes, several previously associated with nicotine exposure. CONCLUSIONS: RNA sequencing identifies distinct and consistent differences in gene expression between brain regions, with non-coding RNA displaying greater diversity between brain regions than mRNAs. Numerous RNAs exhibit robust allele selective expression, proving a means for discovery of cis-acting regulatory factors with potential clinical relevance. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-2207-8) contains supplementary material, which is available to authorized users. BioMed Central 2015-11-23 /pmc/articles/PMC4657279/ /pubmed/26597164 http://dx.doi.org/10.1186/s12864-015-2207-8 Text en © Webb et al. 2015 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Webb, Amy
Papp, Audrey C.
Curtis, Amanda
Newman, Leslie C.
Pietrzak, Maciej
Seweryn, Michal
Handelman, Samuel K.
Rempala, Grzegorz A.
Wang, Daqing
Graziosa, Erica
Tyndale, Rachel F.
Lerman, Caryn
Kelsoe, John R.
Mash, Deborah C.
Sadee, Wolfgang
RNA sequencing of transcriptomes in human brain regions: protein-coding and non-coding RNAs, isoforms and alleles
title RNA sequencing of transcriptomes in human brain regions: protein-coding and non-coding RNAs, isoforms and alleles
title_full RNA sequencing of transcriptomes in human brain regions: protein-coding and non-coding RNAs, isoforms and alleles
title_fullStr RNA sequencing of transcriptomes in human brain regions: protein-coding and non-coding RNAs, isoforms and alleles
title_full_unstemmed RNA sequencing of transcriptomes in human brain regions: protein-coding and non-coding RNAs, isoforms and alleles
title_short RNA sequencing of transcriptomes in human brain regions: protein-coding and non-coding RNAs, isoforms and alleles
title_sort rna sequencing of transcriptomes in human brain regions: protein-coding and non-coding rnas, isoforms and alleles
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4657279/
https://www.ncbi.nlm.nih.gov/pubmed/26597164
http://dx.doi.org/10.1186/s12864-015-2207-8
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