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A comparison between whole transcript and 3’ RNA sequencing methods using Kapa and Lexogen library preparation methods

BACKGROUND: 3’ RNA sequencing provides an alternative to whole transcript analysis. However, we do not know a priori the relative advantage of each method. Thus, a comprehensive comparison between the whole transcript and the 3′ method is needed to determine their relative merits. To this end, we us...

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Autores principales: Ma, Feiyang, Fuqua, Brie K., Hasin, Yehudit, Yukhtman, Clara, Vulpe, Chris D., Lusis, Aldons J., Pellegrini, Matteo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6323698/
https://www.ncbi.nlm.nih.gov/pubmed/30616562
http://dx.doi.org/10.1186/s12864-018-5393-3
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author Ma, Feiyang
Fuqua, Brie K.
Hasin, Yehudit
Yukhtman, Clara
Vulpe, Chris D.
Lusis, Aldons J.
Pellegrini, Matteo
author_facet Ma, Feiyang
Fuqua, Brie K.
Hasin, Yehudit
Yukhtman, Clara
Vulpe, Chris D.
Lusis, Aldons J.
Pellegrini, Matteo
author_sort Ma, Feiyang
collection PubMed
description BACKGROUND: 3’ RNA sequencing provides an alternative to whole transcript analysis. However, we do not know a priori the relative advantage of each method. Thus, a comprehensive comparison between the whole transcript and the 3′ method is needed to determine their relative merits. To this end, we used two commercially available library preparation kits, the KAPA Stranded mRNA-Seq kit (traditional method) and the Lexogen QuantSeq 3’ mRNA-Seq kit (3′ method), to prepare libraries from mouse liver RNA. We then sequenced and analyzed the libraries to determine the advantages and disadvantages of these two approaches. RESULTS: We found that the traditional whole transcript method and the 3’ RNA-Seq method had similar levels of reproducibility. As expected, the whole transcript method assigned more reads to longer transcripts, while the 3′ method assigned roughly equal numbers of reads to transcripts regardless of their lengths. We found that the 3’ RNA-Seq method detected more short transcripts than the whole transcript method. With regard to differential expression analysis, we found that the whole transcript method detected more differentially expressed genes, regardless of the level of sequencing depth. CONCLUSIONS: The 3’ RNA-Seq method was better able to detect short transcripts, while the whole transcript RNA-Seq was able to detect more differentially expressed genes. Thus, both approaches have relative advantages and should be selected based on the goals of the experiment. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-018-5393-3) contains supplementary material, which is available to authorized users.
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spelling pubmed-63236982019-01-10 A comparison between whole transcript and 3’ RNA sequencing methods using Kapa and Lexogen library preparation methods Ma, Feiyang Fuqua, Brie K. Hasin, Yehudit Yukhtman, Clara Vulpe, Chris D. Lusis, Aldons J. Pellegrini, Matteo BMC Genomics Research Article BACKGROUND: 3’ RNA sequencing provides an alternative to whole transcript analysis. However, we do not know a priori the relative advantage of each method. Thus, a comprehensive comparison between the whole transcript and the 3′ method is needed to determine their relative merits. To this end, we used two commercially available library preparation kits, the KAPA Stranded mRNA-Seq kit (traditional method) and the Lexogen QuantSeq 3’ mRNA-Seq kit (3′ method), to prepare libraries from mouse liver RNA. We then sequenced and analyzed the libraries to determine the advantages and disadvantages of these two approaches. RESULTS: We found that the traditional whole transcript method and the 3’ RNA-Seq method had similar levels of reproducibility. As expected, the whole transcript method assigned more reads to longer transcripts, while the 3′ method assigned roughly equal numbers of reads to transcripts regardless of their lengths. We found that the 3’ RNA-Seq method detected more short transcripts than the whole transcript method. With regard to differential expression analysis, we found that the whole transcript method detected more differentially expressed genes, regardless of the level of sequencing depth. CONCLUSIONS: The 3’ RNA-Seq method was better able to detect short transcripts, while the whole transcript RNA-Seq was able to detect more differentially expressed genes. Thus, both approaches have relative advantages and should be selected based on the goals of the experiment. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-018-5393-3) contains supplementary material, which is available to authorized users. BioMed Central 2019-01-07 /pmc/articles/PMC6323698/ /pubmed/30616562 http://dx.doi.org/10.1186/s12864-018-5393-3 Text en © The Author(s). 2019 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
Ma, Feiyang
Fuqua, Brie K.
Hasin, Yehudit
Yukhtman, Clara
Vulpe, Chris D.
Lusis, Aldons J.
Pellegrini, Matteo
A comparison between whole transcript and 3’ RNA sequencing methods using Kapa and Lexogen library preparation methods
title A comparison between whole transcript and 3’ RNA sequencing methods using Kapa and Lexogen library preparation methods
title_full A comparison between whole transcript and 3’ RNA sequencing methods using Kapa and Lexogen library preparation methods
title_fullStr A comparison between whole transcript and 3’ RNA sequencing methods using Kapa and Lexogen library preparation methods
title_full_unstemmed A comparison between whole transcript and 3’ RNA sequencing methods using Kapa and Lexogen library preparation methods
title_short A comparison between whole transcript and 3’ RNA sequencing methods using Kapa and Lexogen library preparation methods
title_sort comparison between whole transcript and 3’ rna sequencing methods using kapa and lexogen library preparation methods
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6323698/
https://www.ncbi.nlm.nih.gov/pubmed/30616562
http://dx.doi.org/10.1186/s12864-018-5393-3
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