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

被引:46
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
欧洲研究理事会; 奥地利科学基金会;
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
相关论文
共 79 条
[1]   Endogenous siRNA and miRNA targets identified by sequencing of the Arabidopsis degradome [J].
Addo-Quaye, Charles ;
Eshoo, Tifani W. ;
Bartel, David P. ;
Axtell, Michael J. .
CURRENT BIOLOGY, 2008, 18 (10) :758-762
[2]   Comprehensive comparative analysis of 5'-end RNA-sequencing methods [J].
Adiconis, Xian ;
Haber, Adam L. ;
Simmons, Sean K. ;
Moonshine, Ami Levy ;
Ji, Zhe ;
Busby, Michele A. ;
Shi, Xi ;
Jacques, Justin ;
Lancaster, Madeline A. ;
Pan, Jen Q. ;
Regev, Aviv ;
Levin, Joshua Z. .
NATURE METHODS, 2018, 15 (07) :505-+
[3]  
Allen E, 2005, CELL, V121, P207, DOI 10.1016/j.cell.2005.04.004
[4]   An atlas of active enhancers across human cell types and tissues [J].
Andersson, Robin ;
Gebhard, Claudia ;
Miguel-Escalada, Irene ;
Hoof, Ilka ;
Bornholdt, Jette ;
Boyd, Mette ;
Chen, Yun ;
Zhao, Xiaobei ;
Schmidl, Christian ;
Suzuki, Takahiro ;
Ntini, Evgenia ;
Arner, Erik ;
Valen, Eivind ;
Li, Kang ;
Schwarzfischer, Lucia ;
Glatz, Dagmar ;
Raithel, Johanna ;
Lilje, Berit ;
Rapin, Nicolas ;
Bagger, Frederik Otzen ;
Jorgensen, Mette ;
Andersen, Peter Refsing ;
Bertin, Nicolas ;
Rackham, Owen ;
Burroughs, A. Maxwell ;
Baillie, J. Kenneth ;
Ishizu, Yuri ;
Shimizu, Yuri ;
Furuhata, Erina ;
Maeda, Shiori ;
Negishi, Yutaka ;
Mungall, Christopher J. ;
Meehan, Terrence F. ;
Lassmann, Timo ;
Itoh, Masayoshi ;
Kawaji, Hideya ;
Kondo, Naoto ;
Kawai, Jun ;
Lennartsson, Andreas ;
Daub, Carsten O. ;
Heutink, Peter ;
Hume, David A. ;
Jensen, Torben Heick ;
Suzuki, Harukazu ;
Hayashizaki, Yoshihide ;
Mueller, Ferenc ;
Forrest, Alistair R. R. ;
Carninci, Piero ;
Rehli, Michael ;
Sandelin, Albin .
NATURE, 2014, 507 (7493) :455-+
[5]   A cost effective 5′ selective single cell transcriptome profiling approach with improved UMI design [J].
Arguel, Marie-Jeanne ;
LeBrigand, Kevin ;
Paquet, Agnes ;
Garcia, Sandra Ruiz ;
Zaragosi, Laure-Emmanuelle ;
Barbry, Pascal ;
Waldmann, Rainer .
NUCLEIC ACIDS RESEARCH, 2017, 45 (07)
[6]   MicroRNAs: Genomics, biogenesis, mechanism, and function (Reprinted from Cell, vol 116, pg 281-297, 2004) [J].
Bartel, David P. .
CELL, 2007, 131 (04) :11-29
[7]   A linearly computable measure of string complexity [J].
Becher, Veronica ;
Heiber, Pablo Ariel .
THEORETICAL COMPUTER SCIENCE, 2012, 438 :62-73
[8]   The expanding world of small RNAs in plants [J].
Borges, Filipe ;
Martienssen, Robert A. .
NATURE REVIEWS MOLECULAR CELL BIOLOGY, 2015, 16 (12) :727-741
[9]  
BOWMAN JL, 1991, DEVELOPMENT, V112, P1
[10]   EXPRESSION OF THE ARABIDOPSIS FLORAL HOMEOTIC GENE AGAMOUS IS RESTRICTED TO SPECIFIC CELL-TYPES LATE IN FLOWER DEVELOPMENT [J].
BOWMAN, JL ;
DREWS, GN ;
MEYEROWITZ, EM .
PLANT CELL, 1991, 3 (08) :749-758