Comparative evaluation for the globin gene depletion methods for mRNA sequencing using the whole blood-derived total RNAs

Abstract Background There are challenges in generating mRNA-Seq data from whole-blood derived RNA as globin gene and rRNA are frequent contaminants. Given the abundance of erythrocytes in whole blood, globin genes comprise some 80% or more of the total RNA. Therefore, depletion of globin gene RNA an...

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Main Authors: Jin Sung Jang, Brianna Berg, Eileen Holicky, Bruce Eckloff, Mark Mutawe, Minerva M. Carrasquillo, Nilüfer Ertekin-Taner, Julie M. Cuninngham
Format: Article
Language:English
Published: BMC 2020-12-01
Series:BMC Genomics
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Online Access:https://doi.org/10.1186/s12864-020-07304-4
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spelling doaj-5434463a68c24d1797506563a3b023a12020-12-13T12:18:20ZengBMCBMC Genomics1471-21642020-12-012111910.1186/s12864-020-07304-4Comparative evaluation for the globin gene depletion methods for mRNA sequencing using the whole blood-derived total RNAsJin Sung Jang0Brianna Berg1Eileen Holicky2Bruce Eckloff3Mark Mutawe4Minerva M. Carrasquillo5Nilüfer Ertekin-Taner6Julie M. Cuninngham7Medical Genome Facility, Center for Individualized MedicineMedical Genome Facility, Center for Individualized MedicineMedical Genome Facility, Center for Individualized MedicineMedical Genome Facility, Center for Individualized MedicineMedical Genome Facility, Center for Individualized MedicineDepartment of NeuroscienceDepartment of NeuroscienceMedical Genome Facility, Center for Individualized MedicineAbstract Background There are challenges in generating mRNA-Seq data from whole-blood derived RNA as globin gene and rRNA are frequent contaminants. Given the abundance of erythrocytes in whole blood, globin genes comprise some 80% or more of the total RNA. Therefore, depletion of globin gene RNA and rRNA are critical steps required to have adequate coverage of reads mapping to the reference transcripts and thus reduce the total cost of sequencing. In this study, we directly compared the performance of probe hybridization (GLOBINClear Kit and Globin-Zero Gold rRNA Removal Kit) and RNAse-H enzymatic depletion (NEBNext® Globin & rRNA Depletion Kit and Ribo-Zero Plus rRNA Depletion Kit) methods from 1 μg of whole blood-derived RNA on mRNA-Seq profiling. All RNA samples were treated with DNaseI for additional cleanup before the depletion step and were processed for poly-A selection for library generation. Results Probe hybridization revealed a better overall performance than the RNAse-H enzymatic depletion method, detecting a higher number of genes and transcripts without 3′ region bias. After depletion, samples treated with probe hybridization showed globin genes at 0.5% (±0.6%) of the total mapped reads; the RNAse-H enzymatic depletion had 3.2% (±3.8%). Probe hybridization showed more junction reads and transcripts compared with RNAse-H enzymatic depletion and also had a higher correlation (R > 0.9) than RNAse-H enzymatic depletion (R > 0.85). Conclusion In this study, our results showed that 1 μg of high-quality RNA from whole blood could be routinely used for transcriptional profiling analysis studies with globin gene and rRNA depletion pre-processing. We also demonstrated that the probe hybridization depletion method is better suited to mRNA sequencing analysis with minimal effect on RNA quality during depletion procedures.https://doi.org/10.1186/s12864-020-07304-4mRNA-SeqGlobin gene depletionrRNAWhole blood
collection DOAJ
language English
format Article
sources DOAJ
author Jin Sung Jang
Brianna Berg
Eileen Holicky
Bruce Eckloff
Mark Mutawe
Minerva M. Carrasquillo
Nilüfer Ertekin-Taner
Julie M. Cuninngham
spellingShingle Jin Sung Jang
Brianna Berg
Eileen Holicky
Bruce Eckloff
Mark Mutawe
Minerva M. Carrasquillo
Nilüfer Ertekin-Taner
Julie M. Cuninngham
Comparative evaluation for the globin gene depletion methods for mRNA sequencing using the whole blood-derived total RNAs
BMC Genomics
mRNA-Seq
Globin gene depletion
rRNA
Whole blood
author_facet Jin Sung Jang
Brianna Berg
Eileen Holicky
Bruce Eckloff
Mark Mutawe
Minerva M. Carrasquillo
Nilüfer Ertekin-Taner
Julie M. Cuninngham
author_sort Jin Sung Jang
title Comparative evaluation for the globin gene depletion methods for mRNA sequencing using the whole blood-derived total RNAs
title_short Comparative evaluation for the globin gene depletion methods for mRNA sequencing using the whole blood-derived total RNAs
title_full Comparative evaluation for the globin gene depletion methods for mRNA sequencing using the whole blood-derived total RNAs
title_fullStr Comparative evaluation for the globin gene depletion methods for mRNA sequencing using the whole blood-derived total RNAs
title_full_unstemmed Comparative evaluation for the globin gene depletion methods for mRNA sequencing using the whole blood-derived total RNAs
title_sort comparative evaluation for the globin gene depletion methods for mrna sequencing using the whole blood-derived total rnas
publisher BMC
series BMC Genomics
issn 1471-2164
publishDate 2020-12-01
description Abstract Background There are challenges in generating mRNA-Seq data from whole-blood derived RNA as globin gene and rRNA are frequent contaminants. Given the abundance of erythrocytes in whole blood, globin genes comprise some 80% or more of the total RNA. Therefore, depletion of globin gene RNA and rRNA are critical steps required to have adequate coverage of reads mapping to the reference transcripts and thus reduce the total cost of sequencing. In this study, we directly compared the performance of probe hybridization (GLOBINClear Kit and Globin-Zero Gold rRNA Removal Kit) and RNAse-H enzymatic depletion (NEBNext® Globin & rRNA Depletion Kit and Ribo-Zero Plus rRNA Depletion Kit) methods from 1 μg of whole blood-derived RNA on mRNA-Seq profiling. All RNA samples were treated with DNaseI for additional cleanup before the depletion step and were processed for poly-A selection for library generation. Results Probe hybridization revealed a better overall performance than the RNAse-H enzymatic depletion method, detecting a higher number of genes and transcripts without 3′ region bias. After depletion, samples treated with probe hybridization showed globin genes at 0.5% (±0.6%) of the total mapped reads; the RNAse-H enzymatic depletion had 3.2% (±3.8%). Probe hybridization showed more junction reads and transcripts compared with RNAse-H enzymatic depletion and also had a higher correlation (R > 0.9) than RNAse-H enzymatic depletion (R > 0.85). Conclusion In this study, our results showed that 1 μg of high-quality RNA from whole blood could be routinely used for transcriptional profiling analysis studies with globin gene and rRNA depletion pre-processing. We also demonstrated that the probe hybridization depletion method is better suited to mRNA sequencing analysis with minimal effect on RNA quality during depletion procedures.
topic mRNA-Seq
Globin gene depletion
rRNA
Whole blood
url https://doi.org/10.1186/s12864-020-07304-4
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