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Methods in Molecular Biology 1724 Christoph Dieterich Argyris Papantonis Editors Circular RNAs Methods and Protocols M M B ethods in olecular iology Series Editor John M. Walker School of Life and Medical Sciences University of Hertfordshire Hatfield, Hertfordshire, AL10 9AB, UK For further volumes: http://www.springer.com/series/7651 Circular RNAs Methods and Protocols Edited by Christoph Dieterich Department of Internal Medicine III, Klaus Tschira Institute for Integrative Computational Cardiology, University Hospital Heidelberg, Heidelberg, Germany Argyris Papantonis Center for Molecular Medicine Cologne (CMMC), University of Cologne, Cologne, Germany Editors Christoph Dieterich Argyris Papantonis Department of Internal Medicine III Center for Molecular Medicine Cologne Klaus Tschira Institute for Integrative (CMMC) Computational Cardiology University of Cologne University Hospital Heidelberg Cologne, Germany Heidelberg, Germany ISSN 1064-3745 ISSN 1940-6029 (electronic) Methods in Molecular Biology ISBN 978-1-4939-7561-7 ISBN 978-1-4939-7562-4 (eBook) https://doi.org/10.1007/978-1-4939-7562-4 Library of Congress Control Number: 2017962947 © Springer Science+Business Media, LLC 2018 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. Printed on acid-free paper This Humana Press imprint is published by Springer Nature The registered company is Springer Science+Business Media, LLC The registered company address is: 233 Spring Street, New York, NY 10013, U.S.A. Preface Although isolated examples of circularized RNA molecules were already described more than 20 years ago [1, 2], it was not until quite recently that the prevalence of circular RNAs (circRNAs) was revealed. The advent of massively parallel sequencing technology allowed researchers to catalogue circRNAs across eukaryotic and prokaryotic systems (e.g., [3–7]). Their surprisingly high titers within cells are a result of (1) their circular form that renders them far less susceptible to degradation by exoribonucleases, and (2) their multiple regions of origin. circRNAs originate from thousands of different genes active per cell type (both protein-coding and noncoding), and the final circular RNA molecule may include exonic, intronic, or exonic and intronic sequences [8]. Despite their abundance, the functions served by circRNAs remain largely enigmatic, and it is has been suggested that many of them might rather be long-lived transcriptional by-products [9]. To date, mainly three types of functions have been described. First, their role as potent miRNA sponges: ciRS-7 constitutes a prime example, carrying >70 r ecognition sites for human miR-7, thus sequestering this miRNA from intracellular circulation [10, 11], while circHIPK3 acts as a sponge of multiple miRNAs [12]. Nonetheless, only very few circRNAs are predicted to be able to carry out such a “sponging” activity. Second, their role as (post-) transcriptional regulators: For example, particular exon-intron circRNAs have been described that can regulate the expression levels of their parental genes via RNA-RNA interactions (which may also involve the U1 snRNA; [13]), via direct competition with pre- mRNA splicing [9, 14], or even by modulation of t ranscription factor activity [15, 16]. Finally, there exist circRNAs with a role in translation: circRNAs were shown to be transla- tionally competent and to carry short open reading frames [17, 18]; hence, three recent studies exemplifying their translatability greatly expand the coding and r egulatory eukary- otic landscape [15, 16, 19, 20]. Although not a functional aspect per se, one should also note here that circRNAs show significant potential as biomarkers, for e xample in tissue aging [21, 22] and in cancer [13, 23]. CircRNA expression is cell type- and tissue-specific and can be largely independent of the expression level of the linear host gene. Thus, regulation of expression might be an important aspect with regard to control of circular RNA function. Initial evidence suggests that circular RNA biogenesis proceeds through RNA hairpin intermediates, which are modulated by RNA modifications (e.g., A->I editing at flanking inverted repeats; [24]) and/or RNA-binding proteins (e.g., QKI; [25]). Conceptually, RNA structure shapes in such a way that the downstream 5’ splice site is close to a 3’ upstream splice site [26]. This facilitates a back-splicing event leading to a circularized RNA mol- ecule with different covalent configurations: 3′–5′ linkages, containing only exonic sequence; 2′–5′ linkages (intronic lariats); or 3′–5′ linkages that contain retained intronic sequences [27]. There is an active discussion whether circular RNAs predominantly emerge from direct back-splicing or exon skipping events [9]. Taken together, circRNAs still comprise unexplored territory as regards many of their basic biogenesis mechanisms and functional implications. The molecular and b ioinformatics toolkit for studying circRNAs is continuously expanding, and the present volume aims at v vi Preface providing access to well-established approaches for identifying, characterizing, and manipulating circRNAs in vitro, in vivo, and in silico—and in doing so this compilation of 17 chapters also highlights the breakthroughs and the challenges in this new field of research. Heidelberg, Germany Christoph Dieterich Cologne, Germany Argyris Papantonis References 1. Capel B, Swain A, Nicolis S, Hacker A, Walter M, Koopman P, Goodfellow P, Lovell-Badge R (1993) Circular transcripts of the testis-determining gene Sry in adult mouse testis. Cell 73:1019–1030 2. Nigro JM, Cho KR, Fearon ER, Kern SE, Ruppert JM, Oliner JD, Kinzler KW, Vogelstein B (1991) Scrambled exons. Cell 64:607–613 3. Danan M, Schwartz S, Edelheit S, Sorek R (2012) Transcriptome-wide discovery of circular RNAs in Archaea. Nucleic Acids Res 40:3131–3142 4. Dong R, Ma XK, Chen LL, Yang L (2016) Increased complexity of circRNA expression during species evolution. RNA Biol 16:1–11 5. Sun X, Wang L, Ding J, Wang Y, Wang J, Zhang X, Che Y, Liu Z, Zhang X, Ye J, Wang J, Sablok G, Deng Z, Zhao H (2016) Integrative analysis of Arabidopsis thaliana transcriptomics reveals intuitive splicing mechanism for circular RNA. FEBS Lett 590:3510–3516 6. Wang PL, Bao Y, Yee MC, Barrett SP, Hogan GJ, Olsen MN, Dinneny JR, Brown PO, Salzman J (2014) Circular RNA is expressed across the eukaryotic tree of life. PLoS One 9:e90859 7. Xu S, Xiao S, Qiu C, Wang Z (2017) Transcriptome-wide identification and functional investigation of circular RNA in the teleost large yellow croaker (Larimichthys crocea). Mar Genomics 32:71–78 8. Meng X, Li X, Zhang P, Wang J, Zhou Y, Chen M (2017) Circular RNA: an emerging key player in RNA world. Brief Bioinform 18:547–557 9. Kelly S, Greenman C, Cook PR, Papantonis A (2015) Exon skipping is correlated with exon circular- ization. J Mol Biol 427:2414–2417 10. Hansen TB, Jensen TI, Clausen BH, Bramsen JB, Finsen B, Damgaard CK, Kjems J (2013) Natural RNA circles function as efficient microRNA sponges. Nature 495:384–388 11. Memczak S, Jens M, Elefsinioti A, Torti F, Krueger J, Rybak A, Maier L, Mackowiak SD, Gregersen LH, Munschauer M, Loewer A, Ziebold U, Landthaler M, Kocks C, le Noble F, Rajewsky N (2013) Circular RNAs are a large class of animal RNAs with regulatory potency. Nature 495:333–338 12. Zheng Q, Bao C, Guo W, Li S, Chen J, Chen B, Luo Y, Lyu D, Li Y, Shi G, Liang L, Gu J, He X, Huang S (2016) Circular RNA profiling reveals an abundant circHIPK3 that regulates cell growth by sponging multiple miRNAs. Nat Commun 7:11215 13. Li Z, Huang C, Bao C, Chen L, Lin M, Wang X, Zhong G, Yu B, Hu W, Dai L, Zhu P, Chang Z, Wu Q, Zhao Y, Jia Y, Xu P, Liu H, Shan G (2015) Exon-intron circular RNAs regulate transcription in the nucleus. Nat Struct Mol Biol 22:256–264 14. Ashwal-Fluss R, Meyer M, Pamudurti NR, Ivanov A, Bartok O, Hanan M, Evantal N, Memczak S, Rajewsky N, Kadener S (2014) circRNA biogenesis competes with pre-mRNA splicing. Mol Cell 56:55–66 15. Yang Q, WW D, Wu N, Yang W, Awan FM, Fang L, Ma J, Li X, Zeng Y, Yang Z, Dong J, Khorshidi A, Yang BB (2017a) A circular RNA promotes tumorigenesis by inducing c-myc nuclear translocation. Cell Death Differ 24:1609–1620 16. Yang Y, Fan X, Mao M, Song X, Wu P, Zhang Y, Jin Y, Yang Y, Chen LL, Wang Y, Wong CC, Xiao X, Wang Z (2017b) Extensive translation of circular RNAs driven by N(6)-methyladenosine. Cell Res 27:626–641 17. Abe N, Matsumoto K, Nishihara M, Nakano Y, Shibata A, Maruyama H, Shuto S, Matsuda A, Yoshida M, Ito Y, Abe H (2015) Rolling circle translation of circular RNA in living human cells. Sci Rep 5:16435 18. Wang Y, Wang Z (2015) Efficient backsplicing produces translatable circular mRNAs. RNA 21:172–179 Preface vii 19. Legnini I, Di Timoteo G, Rossi F, Morlando M, Briganti F, Sthandier O, Fatica A, Santini T, Andronache A, Wade M, Laneve P, Rajewsky N, Bozzoni I (2017) Circ-ZNF609 is a circular RNA that can be translated and functions in myogenesis. Mol Cell 66:22–37 20. Pamudurti NR, Bartok O, Jens M, Ashwal-Fluss R, Stottmeister C, Ruhe L, Hanan M, Wyler E, Perez- Hernandez D, Ramberger E, Shenzis S, Samson M, Dittmar G, Landthaler M, Chekulaeva M, Rajewsky N, Kadener S (2017) Translation of circRNAs. Mol Cell 66:9–21 21. Gruner H, Cortés-López M, Cooper DA, Bauer M, Miura P (2016) CircRNA accumulation in the aging mouse brain. Sci Rep 6:38907 22. Westholm JO, Miura P, Olson S, Shenker S, Joseph B, Sanfilippo P, Celniker SE, Graveley BR, Lai EC (2014) Genome-wide analysis of drosophila circular RNAs reveals their structural and sequence proper- ties and age-dependent neural accumulation. Cell Rep 9(5):1966–1980 23. Ahmed I, Karedath T, Andrews SS, Al-Azwani IK, Mohamoud YA, Querleu D, Rafii A, Malek JA (2016) Altered expression pattern of circular RNAs in primary and metastatic sites of epithelial ovarian carcinoma. Oncotarget 7(24):36366–36381 24. Ivanov A, Memczak S, Wyler E, Torti F, Porath HT, Orejuela MR, Piechotta M, Levanon EY, Landthaler M, Dieterich C, Rajewsky N (2015) Analysis of intron sequences reveals hallmarks of cir- cular RNA biogenesis in animals. Cell Rep 10:170–177 25. Conn SJ, Pillman KA, Toubia J, Conn VM, Salmanidis M, Phillips CA, Roslan S, Schreiber AW, Gregory PA, Goodall GJ (2015) The RNA binding protein quaking regulates formation of circRNAs. Cell 160:1125–1134 26. Zhang XO, Wang HB, Zhang Y, Lu X, Chen LL, Yang L (2014) Complementary sequence-mediated exon circularization. Cell 159:134–147 27. Salzman J (2016) Circular RNA expression: its potential regulation and function. Trends Genet 32:309–316 Contents Preface............................................................ v Contributors........................................................ xi 1 Detection and Reconstruction of Circular RNAs from Transcriptomic Data. . . . 1 Yi Zheng and Fangqing Zhao 2 Deep Computational Circular RNA Analytics from RNA-seq Data . . . . . . . . . . 9 Tobias Jakobi and Christoph Dieterich 3 Genome-Wide circRNA Profiling from RNA-seq Data . . . . . . . . . . . . . . . . . . . 27 Daphne A. Cooper, Mariela Cortés-López, and Pedro Miura 4 Analysis of Circular RNAs Using the Web Tool CircInteractome. . . . . . . . . . . . 43 Amaresh C. Panda, Dawood B. Dudekula, Kotb Abdelmohsen, and Myriam Gorospe 5 C haracterization and Validation of Circular RNA and Their Host Gene mRNA Expression Using PCR . . . . . . . . . . . . . . . . . . . . 57 Andreas W. Heumüller and Jes-Niels Boeckel 6 Detecting Circular RNAs by RNA Fluorescence In Situ Hybridization . . . . . . . 69 Anne Zirkel and Argyris Papantonis 7 S ingle-Molecule Fluorescence In Situ Hybridization (FISH) of Circular RNA CDR1as . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 77 Christine Kocks, Anastasiya Boltengagen, Monika Piwecka, Agnieszka Rybak-Wolf, and Nikolaus Rajewsky 8 A Highly Efficient Strategy for Overexpressing circRNAs . . . . . . . . . . . . . . . . . 97 Dawei Liu, Vanessa Conn, Gregory J. Goodall, and Simon J. Conn 9 C onstructing GFP-Based Reporter to Study Back Splicing and Translation of Circular RNA. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 107 Yun Yang and Zefeng Wang 10 Northern Blot Analysis of Circular RNAs . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 119 Tim Schneider, Silke Schreiner, Christian Preußer, Albrecht Bindereif, and Oliver Rossbach 11 Nonradioactive Northern Blot of circRNAs. . . . . . . . . . . . . . . . . . . . . . . . . . . . 135 Xiaolin Wang and Ge Shan 12 Characterization of Circular RNA Concatemers. . . . . . . . . . . . . . . . . . . . . . . . . 143 Thomas B. Hansen 13 Characterization of Circular RNAs (circRNA) Associated with the Translation Machinery. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 159 Deniz Bartsch, Anne Zirkel, and Leo Kurian 14 Synthesis and Engineering of Circular RNAs. . . . . . . . . . . . . . . . . . . . . . . . . . . 167 Sonja Petkovic and Sabine Müller ix x Contents 15 Preparation of Circular RNA In Vitro . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 181 Naoko Abe, Ayumi Kodama, and Hiroshi Abe 16 Discovering circRNA-microRNA Interactions from CLIP-Seq Data . . . . . . . . . 193 Xiao-Qin Zhang and Jian-Hua Yang 17 Identification of circRNAs for miRNA Targets by Argonaute2 RNA Immunoprecipitation and Luciferase Screening Assays. . . . . . . . . . . . . . . . . . . . 209 Yan Li, Bing Chen, and Shenglin Huang Index. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 219 Contributors Kotb Abdelmohsen • Laboratory of Genetics and Genomics, National Institute on Aging-Intramural Research Program, National Institutes of Health, Baltimore, MD, USA hiroshi Abe • Department of Chemistry, Graduate School of Science, Nagoya University, Nagoya, Japan nAoKo Abe • Department of Chemistry, Graduate School of Science, Nagoya University, Nagoya, Japan deniz bArtsch • Cologne Excellence Cluster on Cellular Stress Responses in Aging- Associated Diseases, University of Cologne, Cologne, Germany; Institute for Neurophysiology, University of Cologne, Cologne, Germany; Laboratory for Developmental and Regenerative RNA Biology, Center for Molecular Medicine (CMMC), University of Cologne, Cologne, Germany Albrecht bindereif • Institute of Biochemistry, Department of Biology and Chemistry, Justus Liebig University Giessen, Giessen, Germany Jes-niels boecKel • Institute for Cardiomyopathies, Division of Cardiology, Department of Internal Medicine III, University Clinic Heidelberg, Heidelberg, Germany AnAstAsiyA boltengAgen • Systems Biology of Gene-Regulatory Elements, Berlin Institute for Medical Systems Biology (BIMSB), Max Delbrück Center (MDC) for Molecular Medicine in the Helmholtz Association, Berlin, Germany bing chen • Fudan University Shanghai Cancer Center, Institutes of Biomedical Sciences and Shanghai Medical College, Fudan University, Shanghai, China simon J. conn • Centre for Cancer Biology, An Alliance Between University of South Australia and SA Health, Adelaide, SA, Australia VAnessA conn • Centre for Cancer Biology, An Alliance Between University of South Australia and SA Health, Adelaide, SA, Australia dAphne A. cooper • Department of Biology, University of Nevada, Reno, Reno, NV, USA mArielA cortés-lópez • Department of Biology, University of Nevada, Reno, Reno, NV, USA christoph dieterich • Section of Bioinformatics and Systems Cardiology, Department of Internal Medicine III, Klaus Tschira Institute for Integrative Computational Cardiology, University Hospital Heidelberg, Heidelberg, Germany; German Center for Cardiovascular Research (DZHK)—Partner site Heidelberg/Mannheim, Heidelberg, Germany dAwood b. dudeKulA • Laboratory of Genetics and Genomics, National Institute on Aging-Intramural Research Program, National Institutes of Health, Baltimore, MD, USA gregory J. goodAll • Centre for Cancer Biology, An Alliance Between University of South Australia and SA Health, Adelaide, SA, Australia myriAm gorospe • Laboratory of Genetics and Genomics, National Institute on Aging- Intramural Research Program, National Institutes of Health, Baltimore, MD, USA xi

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