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靶向富集优于其他富集技术,能够实现更多的多物种 RNA-Seq 分析。

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

机构信息

Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, 21201, USA.

Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, 21201, USA.

出版信息

Sci Rep. 2018 Sep 6;8(1):13377. doi: 10.1038/s41598-018-31420-7.

DOI:10.1038/s41598-018-31420-7
PMID:30190541
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6127098/
Abstract

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 = 0.559-0.867). Up to a 2,242-fold enrichment of RNA from the target organism was obtained following a power law (r = 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.

摘要

富集方法使我们能够分析多物种转录组数据中的少量成员。我们将细菌和真核生物 mRNA 的标准富集与靶向富集进行了比较,靶向富集使用 Agilent SureSelect(AgSS)捕获了班氏吴策线虫、烟曲霉和班氏吴策线虫内共生菌(wBm)沃尔巴克氏体。AgSS 没有引入显著的系统偏差,定量富集了样品,导致更多的读取映射到目标生物体。AgSS 富集文库与其未富集的文库始终呈正线性相关(r=0.559-0.867)。通过幂律(r=0.90),从目标生物体获得高达 2242 倍的 RNA 富集,在主要成员和次要成员之间比例差异最大的样品中实现了最大的富集倍数。虽然从单个 RNA 样本中使用单个总文库对原核生物和真核生物进行富集可能对 RNA 有限的样本有益,但与真核多聚(A)富集文库相比,我们观察到 AgSS 从真核总 RNA 文库中的真核生物富集中映射到蛋白质编码基因的读取减少,并且映射到 rRNA 的多映射读取增加。我们的结果支持在真核生物捕获时使用针对多聚(A)富集文库的 AgSS 靶向富集,以及在原核捕获时使用总 RNA 文库,以提高多物种转录组研究的稳健性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e7ab/6127098/e21b6872e5b0/41598_2018_31420_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e7ab/6127098/9301486f67eb/41598_2018_31420_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e7ab/6127098/9804ef364124/41598_2018_31420_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e7ab/6127098/5e59848686a7/41598_2018_31420_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e7ab/6127098/0bb4123fa1a8/41598_2018_31420_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e7ab/6127098/e21b6872e5b0/41598_2018_31420_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e7ab/6127098/9301486f67eb/41598_2018_31420_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e7ab/6127098/9804ef364124/41598_2018_31420_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e7ab/6127098/5e59848686a7/41598_2018_31420_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e7ab/6127098/0bb4123fa1a8/41598_2018_31420_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e7ab/6127098/e21b6872e5b0/41598_2018_31420_Fig5_HTML.jpg

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