isoCirc catalogs full-length circular RNA isoforms in human transcriptomes

被引:113
作者
Xin, Ruijiao [1 ]
Gao, Yan [1 ,2 ]
Gao, Yuan [1 ]
Wang, Robert [3 ]
Kadash-Edmondson, Kathryn E. [1 ]
Liu, Bo [2 ]
Wang, Yadong [2 ]
Lin, Lan [4 ]
Xing, Yi [1 ,4 ]
机构
[1] Childrens Hosp Philadelphia, Ctr Computat & Genom Med, Philadelphia, PA 19104 USA
[2] Harbin Inst Technol, Ctr Bioinformat, Dept Comp Sci & Technol, Harbin 150001, Heilongjiang, Peoples R China
[3] Univ Penn, Genom & Computat Biol Grad Program, Philadelphia, PA 19104 USA
[4] Univ Penn, Dept Pathol & Lab Med, Philadelphia, PA 19104 USA
关键词
LANDSCAPE; EXPRESSION; QUANTIFICATION; IDENTIFICATION; TRANSLATION;
D O I
10.1038/s41467-020-20459-8
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
Circular RNAs (circRNAs) have emerged as an important class of functional RNA molecules. Short-read RNA sequencing (RNA-seq) is a widely used strategy to identify circRNAs. However, an inherent limitation of short-read RNA-seq is that it does not experimentally determine the full-length sequences and exact exonic compositions of circRNAs. Here, we report isoCirc, a strategy for sequencing full-length circRNA isoforms, using rolling circle amplification followed by nanopore long-read sequencing. We describe an integrated computational pipeline to reliably characterize full-length circRNA isoforms using isoCirc data. Using isoCirc, we generate a comprehensive catalog of 107,147 full-length circRNA isoforms across 12 human tissues and one human cell line (HEK293), including 40,628 isoforms >= 500 nt in length. We identify widespread alternative splicing events within the internal part of circRNAs, including 720 retained intron events corresponding to a class of exon-intron circRNAs (EIciRNAs). Collectively, isoCirc and the companion dataset provide a useful strategy and resource for studying circRNAs in human transcriptomes.
引用
收藏
页数:11
相关论文
共 46 条
[31]   Detecting circular RNAs: bioinformatic and experimental challenges [J].
Szabo, Linda ;
Salzman, Julia .
NATURE REVIEWS GENETICS, 2016, 17 (11) :679-692
[32]  
Szabo L, 2016, GENOME BIOL, V17, DOI [10.1186/s13059-016-1123-9, 10.1186/s13059-015-0690-5]
[33]   SQANTI: extensive characterization of long-read transcript sequences for quality control in full-length transcriptome identification and quantification [J].
Tardaguila, Manuel ;
de la Fuente, Lorena ;
Marti, Cristina ;
Pereira, Cecile ;
Jose Pardo-Palacios, Francisco ;
del Risco, Hector ;
Ferrell, Marc ;
Mellado, Maravillas ;
Macchietto, Marissa ;
Verheggen, Kenneth ;
Edelmann, Mariola ;
Ezkurdia, Iakes ;
Vazquez, Jesus ;
Tress, Michael ;
Mortazavi, Ali ;
Martens, Lennart ;
Rodriguez-Navarro, Susana ;
Moreno-Manzano, Victoria ;
Conesa, Ana .
GENOME RESEARCH, 2018, 28 (03) :396-411
[34]   The Landscape of Circular RNA in Cancer [J].
Vo, Josh N. ;
Cieslik, Marcin ;
Zhang, Yajia ;
Shukla, Sudhanshu ;
Xiao, Lanbo ;
Zhang, Yuping ;
Wu, Yi-Mi ;
Dhanasekaran, Saravana M. ;
Engelke, Carl G. ;
Cao, Xuhong ;
Robinson, Dan R. ;
Nesvizhskii, Alexey I. ;
Chinnaiyan, Arul M. .
CELL, 2019, 176 (04) :869-+
[35]   Improving nanopore read accuracy with the R2C2 method enables the sequencing of highly multiplexed full-length single-cell cDNA [J].
Volden, Roger ;
Palmer, Theron ;
Byrne, Ashley ;
Cole, Charles ;
Schmitz, Robert J. ;
Green, Richard E. ;
Vollmers, Christopher .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2018, 115 (39) :9726-9731
[36]   MapSplice: Accurate mapping of RNA-seq reads for splice junction discovery [J].
Wang, Kai ;
Singh, Darshan ;
Zeng, Zheng ;
Coleman, Stephen J. ;
Huang, Yan ;
Savich, Gleb L. ;
He, Xiaping ;
Mieczkowski, Piotr ;
Grimm, Sara A. ;
Perou, Charles M. ;
MacLeod, James N. ;
Chiang, Derek Y. ;
Prins, Jan F. ;
Liu, Jinze .
NUCLEIC ACIDS RESEARCH, 2010, 38 (18) :e178
[37]   Accurate circular consensus long-read sequencing improves variant detection and assembly of a human genome [J].
Wenger, Aaron M. ;
Peluso, Paul ;
Rowell, William J. ;
Chang, Pi-Chuan ;
Hall, Richard J. ;
Concepcion, Gregory T. ;
Ebler, Jana ;
Fungtammasan, Arkarachai ;
Kolesnikov, Alexey ;
Olson, Nathan D. ;
Topfer, Armin ;
Alonge, Michael ;
Mahmoud, Medhat ;
Qian, Yufeng ;
Chin, Chen-Shan ;
Phillippy, Adam M. ;
Schate, Michael C. ;
Myers, Gene ;
DePristo, Mark A. ;
Ruan, Jue ;
Marschall, Tobias ;
Sedlazeck, Fritz J. ;
Zook, Justin M. ;
Li, Heng ;
Koren, Sergey ;
Carroll, Andrew ;
Rank, David R. ;
Hunkapiller, Michael W. .
NATURE BIOTECHNOLOGY, 2019, 37 (10) :1155-+
[38]   CircAST: Full-length Assembly and Quantification of Alternatively Spliced Isoforms in Circular RNAs [J].
Wu, Jing ;
Li, Yan ;
Wang, Cheng ;
Cui, Yiqiang ;
Xu, Tianyi ;
Wang, Chang ;
Wang, Xiao ;
Sha, Jiahao ;
Jiang, Bin ;
Wang, Kai ;
Hu, Zhibin ;
Guo, Xuejiang ;
Song, Xiaofeng .
GENOMICS PROTEOMICS & BIOINFORMATICS, 2019, 17 (05) :522-534
[39]   Comprehensive characterization of tissue-specific circular RNAs in the human and mouse genomes [J].
Xia, Siyu ;
Feng, Jing ;
Lei, Lijun ;
Hu, Jun ;
Xia, Linjian ;
Wang, Jun ;
Xiang, Yu ;
Liu, Lingjun ;
Zhong, Shan ;
Han, Leng ;
He, Chunjiang .
BRIEFINGS IN BIOINFORMATICS, 2017, 18 (06) :984-992
[40]   Genome-wide midrange transcription profiles reveal expression level relationships in human tissue specification [J].
Yanai, I ;
Benjamin, H ;
Shmoish, M ;
Chalifa-Caspi, V ;
Shklar, M ;
Ophir, R ;
Bar-Even, A ;
Horn-Saban, S ;
Safran, M ;
Domany, E ;
Lancet, D ;
Shmueli, O .
BIOINFORMATICS, 2005, 21 (05) :650-659