NanoPARE: parallel analysis of RNA 5′ ends from low-input RNA

被引:44
|
作者
Schon, Michael A. [1 ]
Kellner, Max J. [1 ,2 ]
Plotnikova, Alexandra [1 ]
Hofmann, Falko [1 ]
Nodine, Michael D. [1 ]
机构
[1] Austrian Acad Sci, GMI, Vienna Bioctr VBC, A-1030 Vienna, Austria
[2] Univ Cambridge, MRC Lab Mol Biol, Cambridge CB2 0QH, England
基金
奥地利科学基金会; 欧洲研究理事会;
关键词
SHOOT APICAL MERISTEM; MESSENGER-RNA; GENETIC INTERACTIONS; CLEAVED TRANSCRIPTS; NONCODING RNAS; CELL-TYPES; ARABIDOPSIS; EXPRESSION; REVEALS; BIOGENESIS;
D O I
10.1101/gr.239202.118
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Diverse RNA 5' ends are generated through both transcriptional and post-transcriptional processes. These important modes of gene regulation often vary across cell types and can contribute to the diversification of transcriptomes and thus cellular differentiation. Therefore, the identification of primary and processed 5' ends of RNAs is important for their functional characterization. Methods have been developed to profile either RNA 5' ends from primary transcripts or the products of RNA degradation genome-wide. However, these approaches either require high amounts of starting RNA or are performed in the absence of paired gene-body mRNA-seq data. This limits current efforts in RNA 5' end annotation to whole tissues and can prevent accurate RNA 5' end classification due to biases in the data sets. To enable the accurate identification and precise classification of RNA 5' ends from standard and low-input RNA, we developed a next-generation sequencing-based method called nanoPARE and associated software. By integrating RNA 5' end information from nanoPARE with gene-body mRNA-seq data from the same RNA sample, our method enables the identification of transcription start sites at single-nucleotide resolution from single-cell levels of total RNA, as well as small RNA-mediated cleavage events from at least 10,000-fold less total RNA compared to conventional approaches. NanoPARE can therefore be used to accurately profile transcription start sites, noncapped RNA 5' ends, and small RNA targeting events from individual tissue types. As a proof-of-principle, we utilized nanoPARE to improve Arabidopsis thaliana RNA 5' end annotations and quantify microRNA-mediated cleavage events across five different flower tissues.
引用
收藏
页码:1931 / 1942
页数:12
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