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

被引:17
|
作者
Chung, Matthew [1 ,2 ]
Teigen, Laura [3 ]
Liu, Hong [4 ]
Libro, Silvia [5 ]
Shetty, Amol [1 ]
Kumar, Nikhil [1 ]
Zhao, Xuechu [1 ]
Bromley, Robin E. [1 ]
Tallon, Luke J. [1 ]
Sadzewicz, Lisa [1 ]
Fraser, Claire M. [1 ,6 ]
Rasko, David A. [1 ,2 ]
Filler, Scott G. [4 ,7 ]
Foster, Jeremy M. [5 ]
Michalski, Michelle L. [3 ]
Bruno, Vincent M. [1 ,2 ]
Hotopp, Julie C. Dunning [1 ,2 ,8 ]
机构
[1] Univ Maryland, Sch Med, Inst Genome Sci, Baltimore, MD 21201 USA
[2] Univ Maryland, Dept Microbiol & Immunol, Sch Med, Baltimore, MD 21201 USA
[3] Univ Wisconsin, Oshkosh, WI 54901 USA
[4] Harbor UCLA Med Ctr, Div Infect Dis, Los Angeles Biomed Res Inst, Torrance, CA 90502 USA
[5] New England Biolabs Inc, Ipswich, MA 01938 USA
[6] Univ Maryland, Sch Med, Dept Med, Baltimore, MD 21201 USA
[7] Univ Calif Los Angeles, David Geffen Sch Med, Los Angeles, CA 90502 USA
[8] Univ Maryland, Greenebaum Canc Ctr, Baltimore, MD 21201 USA
来源
SCIENTIFIC REPORTS | 2018年 / 8卷
基金
美国国家卫生研究院;
关键词
D O I
10.1038/s41598-018-31420-7
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
引用
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页数:12
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