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Increasing gene discovery and coverage using RNA-seq of globin RNA reduced porcine blood samples

BACKGROUND: Transcriptome analysis of porcine whole blood has several applications, which include deciphering genetic mechanisms for host responses to viral infection and vaccination. The abundance of alpha- and beta-globin transcripts in blood, however, impedes the ability to cost-effectively detec...

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Autores principales: Choi, Igseo, Bao, Hua, Kommadath, Arun, Hosseini, Afshin, Sun, Xu, Meng, Yan, Stothard, Paul, Plastow, Graham S, Tuggle, Christopher K, Reecy, James M, Fritz-Waters, Eric, Abrams, Samuel M, Lunney, Joan K, Guan, Le Luo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4230834/
https://www.ncbi.nlm.nih.gov/pubmed/25374277
http://dx.doi.org/10.1186/1471-2164-15-954
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author Choi, Igseo
Bao, Hua
Kommadath, Arun
Hosseini, Afshin
Sun, Xu
Meng, Yan
Stothard, Paul
Plastow, Graham S
Tuggle, Christopher K
Reecy, James M
Fritz-Waters, Eric
Abrams, Samuel M
Lunney, Joan K
Guan, Le Luo
author_facet Choi, Igseo
Bao, Hua
Kommadath, Arun
Hosseini, Afshin
Sun, Xu
Meng, Yan
Stothard, Paul
Plastow, Graham S
Tuggle, Christopher K
Reecy, James M
Fritz-Waters, Eric
Abrams, Samuel M
Lunney, Joan K
Guan, Le Luo
author_sort Choi, Igseo
collection PubMed
description BACKGROUND: Transcriptome analysis of porcine whole blood has several applications, which include deciphering genetic mechanisms for host responses to viral infection and vaccination. The abundance of alpha- and beta-globin transcripts in blood, however, impedes the ability to cost-effectively detect transcripts of low abundance. Although protocols exist for reduction of globin transcripts from human and mouse/rat blood, preliminary work demonstrated these are not useful for porcine blood Globin Reduction (GR). Our objectives were to develop a porcine specific GR protocol and to evaluate the GR effects on gene discovery and sequence read coverage in RNA-sequencing (RNA-seq) experiments. RESULTS: A GR protocol for porcine blood samples was developed using RNase H with antisense oligonucleotides specifically targeting porcine hemoglobin alpha (HBA) and beta (HBB) mRNAs. Whole blood samples (n = 12) collected in Tempus tubes were used for evaluating the efficacy and effects of GR on RNA-seq. The HBA and HBB mRNA transcripts comprised an average of 46.1% of the mapped reads in pre-GR samples, but those reads reduced to an average of 8.9% in post-GR samples. Differential gene expression analysis showed that the expression level of 11,046 genes were increased, whereas 34 genes, excluding HBA and HBB, showed decreased expression after GR (FDR <0.05). An additional 815 genes were detected only in post-GR samples. CONCLUSIONS: Our porcine specific GR primers and protocol minimize the number of reads of globin transcripts in whole blood samples and provides increased coverage as well as accuracy and reproducibility of transcriptome analysis. Increased detection of low abundance mRNAs will ensure that studies relying on transcriptome analyses do not miss information that may be vital to the success of the study. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/1471-2164-15-954) contains supplementary material, which is available to authorized users.
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spelling pubmed-42308342014-11-14 Increasing gene discovery and coverage using RNA-seq of globin RNA reduced porcine blood samples Choi, Igseo Bao, Hua Kommadath, Arun Hosseini, Afshin Sun, Xu Meng, Yan Stothard, Paul Plastow, Graham S Tuggle, Christopher K Reecy, James M Fritz-Waters, Eric Abrams, Samuel M Lunney, Joan K Guan, Le Luo BMC Genomics Methodology Article BACKGROUND: Transcriptome analysis of porcine whole blood has several applications, which include deciphering genetic mechanisms for host responses to viral infection and vaccination. The abundance of alpha- and beta-globin transcripts in blood, however, impedes the ability to cost-effectively detect transcripts of low abundance. Although protocols exist for reduction of globin transcripts from human and mouse/rat blood, preliminary work demonstrated these are not useful for porcine blood Globin Reduction (GR). Our objectives were to develop a porcine specific GR protocol and to evaluate the GR effects on gene discovery and sequence read coverage in RNA-sequencing (RNA-seq) experiments. RESULTS: A GR protocol for porcine blood samples was developed using RNase H with antisense oligonucleotides specifically targeting porcine hemoglobin alpha (HBA) and beta (HBB) mRNAs. Whole blood samples (n = 12) collected in Tempus tubes were used for evaluating the efficacy and effects of GR on RNA-seq. The HBA and HBB mRNA transcripts comprised an average of 46.1% of the mapped reads in pre-GR samples, but those reads reduced to an average of 8.9% in post-GR samples. Differential gene expression analysis showed that the expression level of 11,046 genes were increased, whereas 34 genes, excluding HBA and HBB, showed decreased expression after GR (FDR <0.05). An additional 815 genes were detected only in post-GR samples. CONCLUSIONS: Our porcine specific GR primers and protocol minimize the number of reads of globin transcripts in whole blood samples and provides increased coverage as well as accuracy and reproducibility of transcriptome analysis. Increased detection of low abundance mRNAs will ensure that studies relying on transcriptome analyses do not miss information that may be vital to the success of the study. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/1471-2164-15-954) contains supplementary material, which is available to authorized users. BioMed Central 2014-11-04 /pmc/articles/PMC4230834/ /pubmed/25374277 http://dx.doi.org/10.1186/1471-2164-15-954 Text en © Choi et al.; licensee BioMed Central Ltd. 2014 This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. 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 Methodology Article
Choi, Igseo
Bao, Hua
Kommadath, Arun
Hosseini, Afshin
Sun, Xu
Meng, Yan
Stothard, Paul
Plastow, Graham S
Tuggle, Christopher K
Reecy, James M
Fritz-Waters, Eric
Abrams, Samuel M
Lunney, Joan K
Guan, Le Luo
Increasing gene discovery and coverage using RNA-seq of globin RNA reduced porcine blood samples
title Increasing gene discovery and coverage using RNA-seq of globin RNA reduced porcine blood samples
title_full Increasing gene discovery and coverage using RNA-seq of globin RNA reduced porcine blood samples
title_fullStr Increasing gene discovery and coverage using RNA-seq of globin RNA reduced porcine blood samples
title_full_unstemmed Increasing gene discovery and coverage using RNA-seq of globin RNA reduced porcine blood samples
title_short Increasing gene discovery and coverage using RNA-seq of globin RNA reduced porcine blood samples
title_sort increasing gene discovery and coverage using rna-seq of globin rna reduced porcine blood samples
topic Methodology Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4230834/
https://www.ncbi.nlm.nih.gov/pubmed/25374277
http://dx.doi.org/10.1186/1471-2164-15-954
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