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Targeted enrichment outperforms other enrichment techniques and enables more multi-species RNA-Seq analyses

Enrichment methodologies enable the analysis of minor members in multi-species transcriptomic data. We compared the standard enrichment of bacterial and eukaryotic mRNA to a targeted enrichment using an Agilent SureSelect (AgSS) capture for Brugia malayi, Aspergillus fumigatus, and the Wolbachia end...

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Autores principales: Chung, Matthew, Teigen, Laura, Liu, Hong, Libro, Silvia, Shetty, Amol, Kumar, Nikhil, Zhao, Xuechu, Bromley, Robin E., Tallon, Luke J., Sadzewicz, Lisa, Fraser, Claire M., Rasko, David A., Filler, Scott G., Foster, Jeremy M., Michalski, Michelle L., Bruno, Vincent M., Dunning Hotopp, Julie C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6127098/
https://www.ncbi.nlm.nih.gov/pubmed/30190541
http://dx.doi.org/10.1038/s41598-018-31420-7
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author Chung, Matthew
Teigen, Laura
Liu, Hong
Libro, Silvia
Shetty, Amol
Kumar, Nikhil
Zhao, Xuechu
Bromley, Robin E.
Tallon, Luke J.
Sadzewicz, Lisa
Fraser, Claire M.
Rasko, David A.
Filler, Scott G.
Foster, Jeremy M.
Michalski, Michelle L.
Bruno, Vincent M.
Dunning Hotopp, Julie C.
author_facet Chung, Matthew
Teigen, Laura
Liu, Hong
Libro, Silvia
Shetty, Amol
Kumar, Nikhil
Zhao, Xuechu
Bromley, Robin E.
Tallon, Luke J.
Sadzewicz, Lisa
Fraser, Claire M.
Rasko, David A.
Filler, Scott G.
Foster, Jeremy M.
Michalski, Michelle L.
Bruno, Vincent M.
Dunning Hotopp, Julie C.
author_sort Chung, Matthew
collection PubMed
description Enrichment methodologies enable the analysis of minor members in multi-species transcriptomic data. We compared the standard enrichment of bacterial and eukaryotic mRNA to a targeted enrichment using an Agilent SureSelect (AgSS) capture for Brugia malayi, Aspergillus fumigatus, and the Wolbachia endosymbiont of B. malayi (wBm). Without introducing significant systematic bias, the AgSS quantitatively enriched samples, resulting in more reads mapping to the target organism. The AgSS-enriched libraries consistently had a positive linear correlation with their unenriched counterparts (r(2) = 0.559–0.867). Up to a 2,242-fold enrichment of RNA from the target organism was obtained following a power law (r(2) = 0.90), with the greatest fold enrichment achieved in samples with the largest ratio difference between the major and minor members. While using a single total library for prokaryote and eukaryote enrichment from a single RNA sample could be beneficial for samples where RNA is limiting, we observed a decrease in reads mapping to protein coding genes and an increase in multi-mapping reads to rRNAs in AgSS enrichments from eukaryotic total RNA libraries compared to eukaryotic poly(A)-enriched libraries. Our results support a recommendation of using AgSS targeted enrichment on poly(A)-enriched libraries for eukaryotic captures, and total RNA libraries for prokaryotic captures, to increase the robustness of multi-species transcriptomic studies.
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spelling pubmed-61270982018-09-10 Targeted enrichment outperforms other enrichment techniques and enables more multi-species RNA-Seq analyses Chung, Matthew Teigen, Laura Liu, Hong Libro, Silvia Shetty, Amol Kumar, Nikhil Zhao, Xuechu Bromley, Robin E. Tallon, Luke J. Sadzewicz, Lisa Fraser, Claire M. Rasko, David A. Filler, Scott G. Foster, Jeremy M. Michalski, Michelle L. Bruno, Vincent M. Dunning Hotopp, Julie C. Sci Rep Article Enrichment methodologies enable the analysis of minor members in multi-species transcriptomic data. We compared the standard enrichment of bacterial and eukaryotic mRNA to a targeted enrichment using an Agilent SureSelect (AgSS) capture for Brugia malayi, Aspergillus fumigatus, and the Wolbachia endosymbiont of B. malayi (wBm). Without introducing significant systematic bias, the AgSS quantitatively enriched samples, resulting in more reads mapping to the target organism. The AgSS-enriched libraries consistently had a positive linear correlation with their unenriched counterparts (r(2) = 0.559–0.867). Up to a 2,242-fold enrichment of RNA from the target organism was obtained following a power law (r(2) = 0.90), with the greatest fold enrichment achieved in samples with the largest ratio difference between the major and minor members. While using a single total library for prokaryote and eukaryote enrichment from a single RNA sample could be beneficial for samples where RNA is limiting, we observed a decrease in reads mapping to protein coding genes and an increase in multi-mapping reads to rRNAs in AgSS enrichments from eukaryotic total RNA libraries compared to eukaryotic poly(A)-enriched libraries. Our results support a recommendation of using AgSS targeted enrichment on poly(A)-enriched libraries for eukaryotic captures, and total RNA libraries for prokaryotic captures, to increase the robustness of multi-species transcriptomic studies. Nature Publishing Group UK 2018-09-06 /pmc/articles/PMC6127098/ /pubmed/30190541 http://dx.doi.org/10.1038/s41598-018-31420-7 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Chung, Matthew
Teigen, Laura
Liu, Hong
Libro, Silvia
Shetty, Amol
Kumar, Nikhil
Zhao, Xuechu
Bromley, Robin E.
Tallon, Luke J.
Sadzewicz, Lisa
Fraser, Claire M.
Rasko, David A.
Filler, Scott G.
Foster, Jeremy M.
Michalski, Michelle L.
Bruno, Vincent M.
Dunning Hotopp, Julie C.
Targeted enrichment outperforms other enrichment techniques and enables more multi-species RNA-Seq analyses
title Targeted enrichment outperforms other enrichment techniques and enables more multi-species RNA-Seq analyses
title_full Targeted enrichment outperforms other enrichment techniques and enables more multi-species RNA-Seq analyses
title_fullStr Targeted enrichment outperforms other enrichment techniques and enables more multi-species RNA-Seq analyses
title_full_unstemmed Targeted enrichment outperforms other enrichment techniques and enables more multi-species RNA-Seq analyses
title_short Targeted enrichment outperforms other enrichment techniques and enables more multi-species RNA-Seq analyses
title_sort targeted enrichment outperforms other enrichment techniques and enables more multi-species rna-seq analyses
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6127098/
https://www.ncbi.nlm.nih.gov/pubmed/30190541
http://dx.doi.org/10.1038/s41598-018-31420-7
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