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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...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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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. |
format | Online Article Text |
id | pubmed-6127098 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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