3351
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Zhang K, Shi ZM, Chang YN, Hu ZM, Qi HX, Hong W. The ways of action of long non-coding RNAs in cytoplasm and nucleus. Gene 2014; 547:1-9. [PMID: 24967943 DOI: 10.1016/j.gene.2014.06.043] [Citation(s) in RCA: 174] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2014] [Revised: 06/19/2014] [Accepted: 06/21/2014] [Indexed: 12/15/2022]
Abstract
Over the past fifteen years, small regulatory RNAs, such as siRNA and miRNA, have been extensively investigated and the underlying molecular mechanisms have been well documented, suggesting that ncRNAs play a major function in many cellular processes. An expanding body of evidence reveals that long non-coding RNAs (lncRNAs), once described as dark matter, are involved in diverse cellular progresses, including regulation of gene expression, dosage compensation, genomic imprinting, nuclear organization and nuclear-cytoplasm trafficking via a number of complex mechanisms. The emerging links between lncRNAs and diseases as well as their tissue-specific expression patterns also indicate that lncRNAs comprise a core transcriptional regulatory circuitry. The function of lncRNAs is based on their sequence and structure; and they can combine with DNA, RNA, and proteins both in the nucleus and the cytoplasm. However, detailed insights into their biological and mechanistic functions are only beginning to emerge. In this review, we will mainly talk about diverse ways of action of lncRNAs in different sub-cellular locations and provide clues for following studies.
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Affiliation(s)
- Kun Zhang
- Department of Histology and Embryology, College of Basic Medicine, Tianjin Medical University, 300070 Tianjin, China
| | - Zhe-Min Shi
- Department of Histology and Embryology, College of Basic Medicine, Tianjin Medical University, 300070 Tianjin, China
| | - Ya-Nan Chang
- Department of Histology and Embryology, College of Basic Medicine, Tianjin Medical University, 300070 Tianjin, China
| | - Zhi-Mei Hu
- Department of Histology and Embryology, College of Basic Medicine, Tianjin Medical University, 300070 Tianjin, China
| | - Hai-Xia Qi
- Department of Histology and Embryology, College of Basic Medicine, Tianjin Medical University, 300070 Tianjin, China
| | - Wei Hong
- Department of Histology and Embryology, College of Basic Medicine, Tianjin Medical University, 300070 Tianjin, China.
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3352
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Douvris A, Soubeyrand S, Naing T, Martinuk A, Nikpay M, Williams A, Buick J, Yauk C, McPherson R. Functional analysis of the TRIB1 associated locus linked to plasma triglycerides and coronary artery disease. J Am Heart Assoc 2014; 3:e000884. [PMID: 24895164 PMCID: PMC4309087 DOI: 10.1161/jaha.114.000884] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Background The TRIB1 locus has been linked to hepatic triglyceride metabolism in mice and to plasma triglycerides and coronary artery disease in humans. The lipid‐associated single nucleotide polymorphisms (SNPs), identified by genome‐wide association studies, are located ≈30 kb downstream from TRIB1, suggesting complex regulatory effects on genes or pathways relevant to hepatic triglyceride metabolism. The goal of this study was to investigate the functional relationship between common SNPs at the TRIB1 locus and plasma lipid traits. Methods and Results Characterization of the risk locus reveals that it encompasses a gene, TRIB1‐associated locus (TRIBAL), composed of a well‐conserved promoter region and an alternatively spliced transcript. Bioinformatic analysis and resequencing identified a single SNP, rs2001844, within the promoter region that associates with increased plasma triglycerides and reduced high‐density lipoprotein cholesterol and coronary artery disease risk. Further, correction for triglycerides as a covariate indicated that the genome‐wide association studies association is largely dependent on triglycerides. In addition, we show that rs2001844 is an expression trait locus (eQTL) for TRIB1 expression in blood and alters TRIBAL promoter activity in a reporter assay model. The TRIBAL transcript has features typical of long noncoding RNAs, including poor sequence conservation. Modulation of TRIBAL expression had limited impact on either TRIB1 or lipid regulatory genes mRNA levels in human hepatocyte models. In contrast, TRIB1 knockdown markedly increased TRIBAL expression in HepG2 cells and primary human hepatocytes. Conclusions These studies demonstrate an interplay between a novel locus, TRIBAL, and TRIB1. TRIBAL is located in the genome‐wide association studies identified risk locus, responds to altered expression of TRIB1, harbors a risk SNP that is an eQTL for TRIB1 expression, and associates with plasma triglyceride concentrations.
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Affiliation(s)
- Adrianna Douvris
- Atherogenomics Laboratory, University of Ottawa Heart Institute, Ottawa, Canada (A.D., S., T.N., A.M., M.N., R.M.P.)
| | - Sébastien Soubeyrand
- Atherogenomics Laboratory, University of Ottawa Heart Institute, Ottawa, Canada (A.D., S., T.N., A.M., M.N., R.M.P.)
| | - Thet Naing
- Atherogenomics Laboratory, University of Ottawa Heart Institute, Ottawa, Canada (A.D., S., T.N., A.M., M.N., R.M.P.)
| | - Amy Martinuk
- Atherogenomics Laboratory, University of Ottawa Heart Institute, Ottawa, Canada (A.D., S., T.N., A.M., M.N., R.M.P.)
| | - Majid Nikpay
- Atherogenomics Laboratory, University of Ottawa Heart Institute, Ottawa, Canada (A.D., S., T.N., A.M., M.N., R.M.P.)
| | - Andrew Williams
- Environmental Health Science and Research Bureau, Ottawa, Canada (A.W., J.B., C.Y.)
| | - Julie Buick
- Environmental Health Science and Research Bureau, Ottawa, Canada (A.W., J.B., C.Y.)
| | - Carole Yauk
- Environmental Health Science and Research Bureau, Ottawa, Canada (A.W., J.B., C.Y.)
| | - Ruth McPherson
- Atherogenomics Laboratory, University of Ottawa Heart Institute, Ottawa, Canada (A.D., S., T.N., A.M., M.N., R.M.P.) Division of Cardiology, University of Ottawa Heart Institute, Ottawa, Canada (R.M.P.)
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3353
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Yoon JH, Abdelmohsen K, Gorospe M. Functional interactions among microRNAs and long noncoding RNAs. Semin Cell Dev Biol 2014; 34:9-14. [PMID: 24965208 DOI: 10.1016/j.semcdb.2014.05.015] [Citation(s) in RCA: 519] [Impact Index Per Article: 47.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2014] [Revised: 05/20/2014] [Accepted: 05/28/2014] [Indexed: 12/13/2022]
Abstract
In mammals, the vast majority of transcripts expressed are noncoding RNAs, ranging from short RNAs (including microRNAs) to long RNAs spanning up to hundreds of kb. While the actions of microRNAs as destabilizers and repressors of the translation of protein-coding transcripts (mRNAs) have been studied in detail, the influence of microRNAs on long noncoding RNA (lncRNA) function is only now coming into view. Conversely, the influence of lncRNAs upon microRNA function is also rapidly emerging. In some cases, lncRNA stability is reduced through the interaction of specific miRNAs. In other cases, lncRNAs can act as microRNA decoys, with the sequestration of microRNAs favoring expression of repressed target mRNAs. Other lncRNAs derepress gene expression by competing with miRNAs for interaction with shared target mRNAs. Finally, some lncRNAs can produce miRNAs, leading to repression of target mRNAs. These microRNA-lncRNA regulatory paradigms modulate gene expression patterns that drive major cellular processes (such as cell differentiation, proliferation, and cell death) which are central to mammalian physiologic and pathologic processes. We review and summarize the types of microRNA-lncRNA crosstalk identified to-date and discuss their influence on gene expression programs.
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Affiliation(s)
- Je-Hyun Yoon
- Laboratory of Genetics, National Institute on Aging-Intramural Research Program, National Institutes of Health, Baltimore, MD 21224, USA.
| | - Kotb Abdelmohsen
- Laboratory of Genetics, National Institute on Aging-Intramural Research Program, National Institutes of Health, Baltimore, MD 21224, USA
| | - Myriam Gorospe
- Laboratory of Genetics, National Institute on Aging-Intramural Research Program, National Institutes of Health, Baltimore, MD 21224, USA.
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3354
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Suzuki H, Tsukahara T. A view of pre-mRNA splicing from RNase R resistant RNAs. Int J Mol Sci 2014; 15:9331-42. [PMID: 24865493 PMCID: PMC4100097 DOI: 10.3390/ijms15069331] [Citation(s) in RCA: 348] [Impact Index Per Article: 31.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2014] [Revised: 05/08/2014] [Accepted: 05/16/2014] [Indexed: 01/05/2023] Open
Abstract
During pre-mRNA splicing, exons in the primary transcript are precisely connected to generate an mRNA. Intron lariat RNAs are formed as by-products of this process. In addition, some exonic circular RNAs (circRNAs) may also result from exon skipping as by-products. Lariat RNAs and circRNAs are both RNase R resistant RNAs. RNase R is a strong 3' to 5' exoribonuclease, which efficiently degrades linear RNAs, such as mRNAs and rRNAs; therefore, the circular parts of lariat RNAs and the circRNAs can be segregated from eukaryotic total RNAs by their RNase R resistance. Thus, RNase R resistant RNAs could provide unexplored splicing information not available from mRNAs. Analyses of these RNAs identified repeating splicing phenomena, such as re-splicing of mature mRNAs and nested splicing. Moreover, circRNA might function as microRNA sponges. There is an enormous variety of endogenous circRNAs, which are generally synthesized in cells and tissues.
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Affiliation(s)
- Hitoshi Suzuki
- Center for Nano Materials and Technology, Japan Advanced Institute of Science and Technology, 1-1 Asahidai, Nomi, Ishikawa 923-1292, Japan.
| | - Toshifumi Tsukahara
- School of Materials Science, Japan Advanced Institute of Science and Technology, 1-1 Asahidai, Nomi, Ishikawa 923-1292, Japan.
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3355
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Noninvasive in vivo monitoring of tissue-specific global gene expression in humans. Proc Natl Acad Sci U S A 2014; 111:7361-6. [PMID: 24799715 DOI: 10.1073/pnas.1405528111] [Citation(s) in RCA: 236] [Impact Index Per Article: 21.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Circulating cell-free RNA in the blood provides a potential window into the health, phenotype, and developmental programs of a variety of human organs. We used high-throughput methods of RNA analysis such as microarrays and next-generation sequencing to characterize the global landscape circulating RNA in a cohort of human subjects. By focusing on genes whose expression is highly specific to certain tissues, we were able to identify the relative contributions of these tissues to circulating RNA and to monitor changes in tissue development and health. As one application of this approach, we performed a longitudinal study on pregnant women and analyzed their combined cell-free RNA transcriptomes across all three trimesters of pregnancy and after delivery. In addition to the analysis of mRNA, we observed and characterized noncoding species such as long noncoding RNA and circular RNA transcripts whose presence had not been previously observed in human plasma. We demonstrate that it is possible to track specific longitudinal phenotypic changes in both the mother and the fetus and that it is possible to directly measure transcripts from a variety of fetal tissues in the maternal blood sample. We also studied the role of neuron-specific transcripts in the blood of healthy adults and those suffering from the neurodegenerative disorder Alzheimer's disease and showed that disease specific neural transcripts are present at increased levels in the blood of affected individuals. Characterization of the cell-free transcriptome in its entirety may thus provide broad insights into human health and development without the need for invasive tissue sampling.
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3356
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Thomas LF, Sætrom P. Circular RNAs are depleted of polymorphisms at microRNA binding sites. Bioinformatics 2014; 30:2243-6. [PMID: 24764460 PMCID: PMC4207428 DOI: 10.1093/bioinformatics/btu257] [Citation(s) in RCA: 157] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Motivation: Circular RNAs (circRNAs) are an abundant class of highly stable RNAs that can affect gene regulation by binding and preventing microRNAs (miRNAs) from regulating their messenger RNA (mRNA) targets. Mammals have thousands of circRNAs with predicted miRNA binding sites, but only two circRNAs have been verified as being actual miRNA sponges. As it is unclear whether these thousands of predicted miRNA binding sites are functional, we investigated whether miRNA seed sites within human circRNAs are under selective pressure. Results: Using SNP data from the 1000 Genomes Project, we found a significant decrease in SNP density at miRNA seed sites compared with flanking sequences and random sites. This decrease was similar to that of miRNA seed sites in 3' untranslated regions, suggesting that many of the predicted miRNA binding sites in circRNAs are functional and under similar selective pressure as miRNA binding sites in mRNAs. Contact:pal.satrom@ntnu.no Supplementary information:Supplementary data are available at Bioinformatics online.
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Affiliation(s)
- Laurent F Thomas
- Department of Cancer Research and Molecular Medicine and Department of Computer and Information Science, Norwegian University of Science and Technology, N-7489 Trondheim, Norway
| | - Pål Sætrom
- Department of Cancer Research and Molecular Medicine and Department of Computer and Information Science, Norwegian University of Science and Technology, N-7489 Trondheim, NorwayDepartment of Cancer Research and Molecular Medicine and Department of Computer and Information Science, Norwegian University of Science and Technology, N-7489 Trondheim, Norway
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3357
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Taylor JM. Host RNA circles and the origin of hepatitis delta virus. World J Gastroenterol 2014; 20:2971-2978. [PMID: 24659888 PMCID: PMC3961984 DOI: 10.3748/wjg.v20.i11.2971] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2013] [Revised: 12/20/2013] [Accepted: 02/20/2014] [Indexed: 02/06/2023] Open
Abstract
Recent reports show that many cellular RNAs are processed to form circular species that are relatively abundant and resistant to host nucleases. In some cases, such circles actually bind host microRNAs. Such depletion of available microRNAs appears to have biological roles; for instance, in homeostasis and disease. These findings regarding host RNA circles support a speculative reappraisal of the origin and mode of replication of hepatitis delta virus, hepatitis delta virus (HDV), an agent with a small circular RNA genome; specifically, it is proposed that in hepatocytes infected with hepatitis B virus (HBV), some viral RNA species are processed to circular forms, which by a series of chance events lead to an RNA that can be both replicated by host enzymes and assembled, using HBV envelope proteins, to form particles some of which are infectious. Such a model also may provide some new insights into the potential pathogenic potential of HDV infections. In return, new insights into HDV might provide information leading to a better understanding of the roles of the host RNA circles.
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3358
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Abstract
A new variety on non-coding RNA has been discovered by several groups: circular RNA (circRNA). This discovery raises intriguing questions about the possibility of the existence of knotted RNA molecules and the existence of a new class of enzymes changing RNA topology, RNA topoisomerases.
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3359
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Abstract
An unexpectedly large fraction of genes in metazoans (human, mouse, zebrafish, worm, fruit fly) express high levels of circularized RNAs containing canonical exons. Here we report that circular RNA isoforms are found in diverse species whose most recent common ancestor existed more than one billion years ago: fungi (Schizosaccharomyces pombe and Saccharomyces cerevisiae), a plant (Arabidopsis thaliana), and protists (Plasmodium falciparum and Dictyostelium discoideum). For all species studied to date, including those in this report, only a small fraction of the theoretically possible circular RNA isoforms from a given gene are actually observed. Unlike metazoans, Arabidopsis, D. discoideum, P. falciparum, S. cerevisiae, and S. pombe have very short introns (∼100 nucleotides or shorter), yet they still produce circular RNAs. A minority of genes in S. pombe and P. falciparum have documented examples of canonical alternative splicing, making it unlikely that all circular RNAs are by-products of alternative splicing or ‘piggyback’ on signals used in alternative RNA processing. In S. pombe, the relative abundance of circular to linear transcript isoforms changed in a gene-specific pattern during nitrogen starvation. Circular RNA may be an ancient, conserved feature of eukaryotic gene expression programs.
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3360
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Place RF, Noonan EJ. Non-coding RNAs turn up the heat: an emerging layer of novel regulators in the mammalian heat shock response. Cell Stress Chaperones 2014; 19:159-72. [PMID: 24002685 PMCID: PMC3933615 DOI: 10.1007/s12192-013-0456-5] [Citation(s) in RCA: 64] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2013] [Revised: 08/11/2013] [Accepted: 08/13/2013] [Indexed: 02/06/2023] Open
Abstract
The field of non-coding RNA (ncRNA) has expanded over the last decade following the discoveries of several new classes of regulatory ncRNA. A growing amount of evidence now indicates that ncRNAs are involved even in the most fundamental of cellular processes. The heat shock response is no exception as ncRNAs are being identified as integral components of this process. Although this area of research is only in its infancy, this article focuses on several classes of regulatory ncRNA (i.e., miRNA, lncRNA, and circRNA), while summarizing their activities in mammalian heat shock. We also present an updated model integrating the traditional heat shock response with the activities of regulatory ncRNA. Our model expands on the mechanisms for efficient execution of the stress response, while offering a more comprehensive summary of the major regulators and responders in heat shock signaling. It is our hope that much of what is discussed herein may help researchers in integrating the fields of heat shock and ncRNA in mammals.
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Affiliation(s)
- Robert F. Place
- />Anvil Biosciences, 3475 Edison Way, Ste J, Menlo Park, CA 94025 USA
| | - Emily J. Noonan
- />Division of Cancer Prevention, Cancer Prevention Fellowship Program, Rockville, MD USA
- />Laboratory of Human Carcinogenesis, Center for Cancer Research, 37 Convent Dr., Bldg. 37 Room 3060, Bethesda, MD 20892-4258 USA
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3361
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Tay Y, Rinn J, Pandolfi PP. The multilayered complexity of ceRNA crosstalk and competition. Nature 2014; 505:344-52. [PMID: 24429633 DOI: 10.1038/nature12986] [Citation(s) in RCA: 3055] [Impact Index Per Article: 277.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2013] [Accepted: 11/06/2013] [Indexed: 12/11/2022]
Abstract
Recent reports have described an intricate interplay among diverse RNA species, including protein-coding messenger RNAs and non-coding RNAs such as long non-coding RNAs, pseudogenes and circular RNAs. These RNA transcripts act as competing endogenous RNAs (ceRNAs) or natural microRNA sponges - they communicate with and co-regulate each other by competing for binding to shared microRNAs, a family of small non-coding RNAs that are important post-transcriptional regulators of gene expression. Understanding this novel RNA crosstalk will lead to significant insight into gene regulatory networks and have implications in human development and disease.
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Affiliation(s)
- Yvonne Tay
- Cancer Research Institute, Beth Israel Deaconess Cancer Center, Department of Medicine and Pathology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts 02215, USA
| | - John Rinn
- 1] Department of Pathology, Beth Israel Deaconess Medical Center, Boston, Massachusetts 02215, USA. [2] Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, Massachusetts 02138, USA. [3] Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Massachusetts 02142, USA
| | - Pier Paolo Pandolfi
- Cancer Research Institute, Beth Israel Deaconess Cancer Center, Department of Medicine and Pathology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts 02215, USA
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3362
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Hoffmann S, Otto C, Doose G, Tanzer A, Langenberger D, Christ S, Kunz M, Holdt LM, Teupser D, Hackermüller J, Stadler PF. A multi-split mapping algorithm for circular RNA, splicing, trans-splicing and fusion detection. Genome Biol 2014; 15:R34. [PMID: 24512684 PMCID: PMC4056463 DOI: 10.1186/gb-2014-15-2-r34] [Citation(s) in RCA: 205] [Impact Index Per Article: 18.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2013] [Accepted: 02/10/2014] [Indexed: 11/25/2022] Open
Abstract
Numerous high-throughput sequencing studies have focused on detecting conventionally spliced mRNAs in RNA-seq data. However, non-standard RNAs arising through gene fusion, circularization or trans-splicing are often neglected. We introduce a novel, unbiased algorithm to detect splice junctions from single-end cDNA sequences. In contrast to other methods, our approach accommodates multi-junction structures. Our method compares favorably with competing tools for conventionally spliced mRNAs and, with a gain of up to 40% of recall, systematically outperforms them on reads with multiple splits, trans-splicing and circular products. The algorithm is integrated into our mapping tool segemehl (http://www.bioinf.uni-leipzig.de/Software/segemehl/).
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Affiliation(s)
- Steve Hoffmann
- Junior Research Group Transcriptome Bioinformatics, Leipzig University, Haertelstrasse 16-18, Leipzig, Germany
- Interdisciplinary Center for Bioinformatics and Bioinformatics Group, University Leipzig, Haertelstrasse 16-18, Leipzig, Germany
- LIFE Research Center for Civilization Diseases, Leipzig University
| | - Christian Otto
- Junior Research Group Transcriptome Bioinformatics, Leipzig University, Haertelstrasse 16-18, Leipzig, Germany
- Interdisciplinary Center for Bioinformatics and Bioinformatics Group, University Leipzig, Haertelstrasse 16-18, Leipzig, Germany
- LIFE Research Center for Civilization Diseases, Leipzig University
| | - Gero Doose
- Junior Research Group Transcriptome Bioinformatics, Leipzig University, Haertelstrasse 16-18, Leipzig, Germany
- Interdisciplinary Center for Bioinformatics and Bioinformatics Group, University Leipzig, Haertelstrasse 16-18, Leipzig, Germany
- LIFE Research Center for Civilization Diseases, Leipzig University
| | - Andrea Tanzer
- Department of Theoretical Chemistry, University of Vienna, Währinger Strasse 17, Vienna, Austria
| | - David Langenberger
- Junior Research Group Transcriptome Bioinformatics, Leipzig University, Haertelstrasse 16-18, Leipzig, Germany
- Interdisciplinary Center for Bioinformatics and Bioinformatics Group, University Leipzig, Haertelstrasse 16-18, Leipzig, Germany
- LIFE Research Center for Civilization Diseases, Leipzig University
| | - Sabina Christ
- RNomics Group, Fraunhofer Institute for Cell Therapy and Immunology – IZI, Perlickstrasse 1, Leipzig, Germany
| | - Manfred Kunz
- Department of Dermatology, Venerology and Allergology, Leipzig University, Philipp-Rosenthal-Strasse 23, Leipzig, Germany
| | - Lesca M Holdt
- LIFE Research Center for Civilization Diseases, Leipzig University
- Institute of Laboratory Medicine, Ludwig Maximilian University, Marchioninistrasse 15, Munich, Germany
| | - Daniel Teupser
- LIFE Research Center for Civilization Diseases, Leipzig University
- Institute of Laboratory Medicine, Ludwig Maximilian University, Marchioninistrasse 15, Munich, Germany
| | - Jörg Hackermüller
- Interdisciplinary Center for Bioinformatics and Bioinformatics Group, University Leipzig, Haertelstrasse 16-18, Leipzig, Germany
- RNomics Group, Fraunhofer Institute for Cell Therapy and Immunology – IZI, Perlickstrasse 1, Leipzig, Germany
- Young Investigators Group Bioinformatics and Transcriptomics, Department of Proteomics, Helmholtz Centre for Environmental Research – UFZ, Permoserstrasse 15, Leipzig, Germany
| | - Peter F Stadler
- Junior Research Group Transcriptome Bioinformatics, Leipzig University, Haertelstrasse 16-18, Leipzig, Germany
- Interdisciplinary Center for Bioinformatics and Bioinformatics Group, University Leipzig, Haertelstrasse 16-18, Leipzig, Germany
- LIFE Research Center for Civilization Diseases, Leipzig University
- Department of Theoretical Chemistry, University of Vienna, Währinger Strasse 17, Vienna, Austria
- Max Planck Institute for Mathematics in the Sciences, Inselstrasse 22, Leipzig, Germany
- Center for non-coding RNA in Technology and Health, University of Copenhagen, Grønnegårdsvej 3, Frederiksberg, Denmark
- Santa Fe Institute, 1399 Hyde Park Road, Santa Fe, NM, USA
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3363
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Valdmanis PN, Kay MA. The expanding repertoire of circular RNAs. Mol Ther 2014; 21:1112-4. [PMID: 23728253 DOI: 10.1038/mt.2013.101] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Affiliation(s)
- Paul N Valdmanis
- Department of Pediatrics, Stanford University, Stanford, California 94305, USA
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3364
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Kartha RV, Subramanian S. Competing endogenous RNAs (ceRNAs): new entrants to the intricacies of gene regulation. Front Genet 2014; 5:8. [PMID: 24523727 PMCID: PMC3906566 DOI: 10.3389/fgene.2014.00008] [Citation(s) in RCA: 293] [Impact Index Per Article: 26.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2013] [Accepted: 01/07/2014] [Indexed: 12/14/2022] Open
Abstract
The discovery of microRNAs (miRNAs) has led to a paradigm shift in our basic understanding of gene regulation. Competing endogenous RNAs (ceRNAs) are the recent entrants adding to the complexities of miRNA mediated gene regulation. ceRNAs are RNAs that share miRNA recognition elements (MREs) thereby regulating each other. It is apparent that miRNAs act as rheostats that fine-tune gene expression and maintain the functional balance of various gene networks. Thus MREs in coding and non-coding transcripts have evolved to become the crosstalk hubs of gene interactions, affecting the expression levels and activities of different ceRNAs. Decoding the crosstalk between MREs mediated by ceRNAs is critical to delineate the intricacies in gene regulation, and we have just begun to unravel this complexity.
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Affiliation(s)
- Reena V Kartha
- Center for Orphan Drug Research, Department of Experimental and Clinical Pharmacology, University of Minnesota Minneapolis, MN, USA
| | - Subbaya Subramanian
- Division of Basic and Translational Research Institute, Department of Surgery, University of Minnesota Minneapolis, MN, USA ; Masonic Cancer Center, University of Minnesota Minneapolis, MN, USA
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3365
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Novel kinin B₁ receptor splice variant and 5'UTR regulatory elements are responsible for cell specific B₁ receptor expression. PLoS One 2014; 9:e87175. [PMID: 24475248 PMCID: PMC3903636 DOI: 10.1371/journal.pone.0087175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2013] [Accepted: 12/20/2013] [Indexed: 12/04/2022] Open
Abstract
The kinin B1 receptor (B1R) is rapidly upregulated after tissue trauma or inflammation and is involved in cancer and inflammatory diseases such as asthma. However, the role of the: promoter; a postulated alternative promoter; and spliced variants in airway epithelial and other lung cells are poorly understood. We identified, in various lung cell lines and leucocytes, a novel, naturally occurring splice variant (SV) of human B1R gene with a shorter 5′untranslated region. This novel SV is ≈35% less stable than the wild-type (WT) transcript in lung adenocarcinoma cells (H2126), but does not influence translation efficiency. Cell-specific differences in splice variant expression were observed post des[Arg10]-kallidin stimulation with delayed upregulation of SV compared to WT suggesting potentially different regulatory responses to inflammation. Although an alternative promoter was not identified in our cell-lines, several cell-specific regulatory elements within the postulated alternative promoter region (negative response element (NRE) −1020 to −766 bp in H2126; positive response element (PRE) −766 to −410 bp in 16HBE; −410 to +1 region acts as a PRE in H2126 and NRE in 16HBE cells) were found. These findings reveal complex regulation of B1R receptor expression in pulmonary cells which may allow future therapeutic manipulation in chronic pulmonary inflammation and cancer.
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3366
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Abstract
High-throughput sequencing of RNAs crosslinked to Argonaute proteins reveals not only a multitude of atypical miRNA binding sites but also of miRNA targets with atypical functions, and can be used to infer quantitative models of miRNA-target interaction strength.
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3367
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The miRNA-mediated cross-talk between transcripts provides a novel layer of posttranscriptional regulation. ADVANCES IN GENETICS 2014; 85:149-99. [PMID: 24880735 DOI: 10.1016/b978-0-12-800271-1.00003-2] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Endogenously expressed transcripts that are posttranscriptionally regulated by the same microRNAs (miRNAs) will, in principle, compete for the binding of their shared small noncoding RNA regulators and modulate each other's abundance. Recently, the levels of some coding as well as noncoding transcripts have indeed been found to be regulated in this way. Transcripts that engage in such regulatory interactions are referred to as competitive endogenous RNAs (ceRNAs). This novel layer of posttranscriptional regulation has been shown to contribute to diverse aspects of organismal and cellular biology, despite the number of functionally characterized ceRNAs being as yet relatively low. Importantly, increasing evidence suggests that the dysregulation of some ceRNA interactions is associated with disease etiology, most preeminently with cancer. Here we review how posttranscriptional regulation by miRNAs contributes to the cross-talk between transcripts and review examples of known ceRNAs by highlighting the features underlying their interactions and what might be their biological relevance.
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3368
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The Potential Role of SRY in Epigenetic Gene Regulation During Brain Sexual Differentiation in Mammals. EPIGENETIC SHAPING OF SOCIOSEXUAL INTERACTIONS - FROM PLANTS TO HUMANS 2014; 86:135-65. [DOI: 10.1016/b978-0-12-800222-3.00007-3] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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3369
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Matsubara S, Kurihara M, Kimura AP. A long non-coding RNA transcribed from conserved non-coding sequences contributes to the mouse prolyl oligopeptidase gene activation. J Biochem 2013; 155:243-56. [PMID: 24369296 DOI: 10.1093/jb/mvt113] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
Prolyl oligopeptidase (POP) is a multifunctional protease which is involved in many physiological events, but its gene regulatory mechanism is poorly understood. To identify novel regulatory elements of the POP gene, we compared the genomic sequences at the mouse and human POP loci and found six conserved non-coding sequences (CNSs) at adjacent intergenic regions. From these CNSs, four long non-coding RNAs (lncRNAs) were transcribed and the expression pattern of one (lncPrep+96kb) was correlated with that of POP. lncPrep+96kb was transcribed as two forms due to the different transcriptional start sites and was localized at the nucleus and cytoplasm, although more was present at the nucleus. When we knocked down lncPrep+96kb in the primary ovarian granulosa cell and a hepatic cell line, the POP expression was decreased in both cells. In contrast, overexpression of lncPrep+96kb increased the POP expression only in the granulosa cell. Because lncPrep+96kb was upregulated with the same timing as POP in the hormone-treated ovary, this lncRNA could play a role in the POP gene activation in the granulosa cell. Moreover, a downstream region of the human POP gene was also transcribed. We propose a novel mechanism for the POP gene activation.
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Affiliation(s)
- Shin Matsubara
- Graduate School of Life Science and Department of Biological Sciences, Faculty of Science, Hokkaido University, Sapporo 060-0810, Japan
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3370
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Bak RO, Mikkelsen JG. miRNA sponges: soaking up miRNAs for regulation of gene expression. WILEY INTERDISCIPLINARY REVIEWS-RNA 2013; 5:317-33. [PMID: 24375960 DOI: 10.1002/wrna.1213] [Citation(s) in RCA: 177] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Received: 08/19/2013] [Revised: 09/12/2013] [Accepted: 09/13/2013] [Indexed: 12/17/2022]
Abstract
MicroRNAs (miRNAs) are small regulatory RNAs that act in an entangled web of interactions with target mRNAs to shape the cellular protein landscape by post-transcriptional control of mRNA decay and translation. miRNAs are themselves subject to numerous regulatory mechanisms that adjust their prevalence and activity. Emerging evidence suggests that miRNAs are themselves targeted by regulatory RNA species, and the identification of several classes of noncoding RNA molecules carrying miRNA binding sites has added a new intricate dimension to miRNA regulation. Such miRNA 'sponges' bind miRNAs and competitively sequester them from their natural targets. Endogenous miRNA sponges, also termed competing endogenous RNAs (ceRNAs), act to buffer the activity of miRNAs on physiologically relevant targets. This class of sponges includes endogenously transcribed pseudogenes, long noncoding RNAs, and recently discovered circular RNAs and may act in large complex networks in conjunction with miRNAs to regulate the output of protein. With the growing demand of regulating miRNA activity for experimental purposes and potential future clinical use, naturally occurring miRNA sponges are providing inspiration for engineering of gene vector-encoded sponges as potent inhibitors of miRNA activity. Combined with potent and versatile vector technologies, expression of custom-designed sponges provides new means of managing miRNAs and soaking up miRNAs for therapeutic regulation of gene expression.
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Affiliation(s)
- Rasmus O Bak
- Department of Biomedicine, Aarhus University, Aarhus C, Denmark
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3371
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Ghosal S, Das S, Sen R, Basak P, Chakrabarti J. Circ2Traits: a comprehensive database for circular RNA potentially associated with disease and traits. Front Genet 2013; 4:283. [PMID: 24339831 PMCID: PMC3857533 DOI: 10.3389/fgene.2013.00283] [Citation(s) in RCA: 374] [Impact Index Per Article: 31.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2013] [Accepted: 11/25/2013] [Indexed: 12/21/2022] Open
Abstract
Circular RNAs are new players in regulation of post transcriptional gene expression. Animal genomes express many circular RNAs from diverse genomic locations. A recent study has validated a fairly large number of circular RNAs in human, mouse, and nematode. Circular RNAs play a crucial role in fine tuning the level of miRNA mediated regulation of gene expression by sequestering the miRNAs. Their interaction with disease associated miRNAs indicates that circular RNAs are important for disease regulation. In this paper we studied the potential association of circular RNAs (circRNA) with human diseases in two different ways. Firstly, the interactions of circRNAs with disease associated miRNAs were identified, following which the likelihood of a circRNA being associated with a disease was calculated. For the miRNAs associated with individual diseases, we constructed a network of predicted interactions between the miRNAs and protein coding, long non-coding and circular RNA genes. We carried out gene ontology (GO) enrichment analysis on the set of protein coding genes in the miRNA- circRNA interactome of individual diseases to check the enrichment of genes associated with particular biological processes. Secondly, disease associated SNPs were mapped on circRNA loci, and Argonaute (Ago) interaction sites on circular RNAs were identified. We compiled a database of disease-circRNA association in Circ2Traits (http://gyanxet-beta.com/circdb/), the first comprehensive knowledgebase of potential association of circular RNAs with diseases in human.
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Affiliation(s)
- Suman Ghosal
- Computational Biology Group, Theory Department, Indian Association for the Cultivation of Science Kolkata, India
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3372
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Nitsche A, Doose G, Tafer H, Robinson M, Saha NR, Gerdol M, Canapa A, Hoffmann S, Amemiya CT, Stadler PF. Atypical RNAs in the coelacanth transcriptome. JOURNAL OF EXPERIMENTAL ZOOLOGY PART B-MOLECULAR AND DEVELOPMENTAL EVOLUTION 2013; 322:342-51. [PMID: 24174405 DOI: 10.1002/jez.b.22542] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/24/2013] [Revised: 07/22/2013] [Accepted: 08/16/2013] [Indexed: 01/15/2023]
Abstract
Circular and apparently trans-spliced RNAs have recently been reported as abundant types of transcripts in mammalian transcriptome data. Both types of non-colinear RNAs are also abundant in RNA-seq of different tissue from both the African and the Indonesian coelacanth. We observe more than 8,000 lincRNAs with normal gene structure and several thousands of circularized and trans-spliced products, showing that such atypical RNAs form a substantial contribution to the transcriptome. Surprisingly, the majority of the circularizing and trans-connecting splice junctions are unique to atypical forms, that is, are not used in normal isoforms.
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Affiliation(s)
- Anne Nitsche
- Department of Computer Science, Bioinformatics Group, University of Leipzig, Leipzig, Germany; Interdisciplinary Center for Bioinformatics, University of Leipzig, Leipzig, Germany
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3373
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Zhang Y, Yang L, Chen LL. Life without A tail: new formats of long noncoding RNAs. Int J Biochem Cell Biol 2013; 54:338-49. [PMID: 24513732 DOI: 10.1016/j.biocel.2013.10.009] [Citation(s) in RCA: 98] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2013] [Revised: 09/30/2013] [Accepted: 10/07/2013] [Indexed: 01/17/2023]
Abstract
While most long noncoding RNAs (lncRNAs) appear indistinguishable from mRNAs, having 5' cap structures and 3' poly(A) tails, recent work has revealed new formats. Rather than taking advantage of the canonical cleavage and polyadenylation for their 3' end maturation, such lncRNAs are processed and stablized by a number of other mechanisms, including the RNase P cleavage to generate a mature 3' end, or capped by snoRNP complexes at both ends, or by forming circular structures. Importantly, such lncRNAs have also been implicated in gene expression regulation in mammalian cells. Here, we highlight recent progress in our understanding of the biogenesis and function of lncRNAs without a poly(A) tail. This paper is part of a directed issue entitled: The Non-coding RNA Revolution.
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Affiliation(s)
- Yang Zhang
- State Key Laboratory of Molecular Biology, Institute of Biochemistry and Cell Biology, Shanghai, China
| | - Li Yang
- Key Laboratory of Computational Biology, CAS-MPG Partner Institute for Computational Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Ling-Ling Chen
- State Key Laboratory of Molecular Biology, Institute of Biochemistry and Cell Biology, Shanghai, China.
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3374
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Wu CS, Yu CY, Chuang CY, Hsiao M, Kao CF, Kuo HC, Chuang TJ. Integrative transcriptome sequencing identifies trans-splicing events with important roles in human embryonic stem cell pluripotency. Genome Res 2013; 24:25-36. [PMID: 24131564 PMCID: PMC3875859 DOI: 10.1101/gr.159483.113] [Citation(s) in RCA: 83] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Trans-splicing is a post-transcriptional event that joins exons from separate pre-mRNAs. Detection of trans-splicing is usually severely hampered by experimental artifacts and genetic rearrangements. Here, we develop a new computational pipeline, TSscan, which integrates different types of high-throughput long-/short-read transcriptome sequencing of different human embryonic stem cell (hESC) lines to effectively minimize false positives while detecting trans-splicing. Combining TSscan screening with multiple experimental validation steps revealed that most chimeric RNA products were platform-dependent experimental artifacts of RNA sequencing. We successfully identified and confirmed four trans-spliced RNAs, including the first reported trans-spliced large intergenic noncoding RNA (“tsRMST”). We showed that these trans-spliced RNAs were all highly expressed in human pluripotent stem cells and differentially expressed during hESC differentiation. Our results further indicated that tsRMST can contribute to pluripotency maintenance of hESCs by suppressing lineage-specific gene expression through the recruitment of NANOG and the PRC2 complex factor, SUZ12. Taken together, our findings provide important insights into the role of trans-splicing in pluripotency maintenance of hESCs and help to facilitate future studies into trans-splicing, opening up this important but understudied class of post-transcriptional events for comprehensive characterization.
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Affiliation(s)
- Chan-Shuo Wu
- Genomics Research Center, Academia Sinica, Taipei 11529, Taiwan
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3375
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Ho JJD, Marsden PA. Competition and collaboration between RNA-binding proteins and microRNAs. WILEY INTERDISCIPLINARY REVIEWS-RNA 2013; 5:69-86. [PMID: 24124109 DOI: 10.1002/wrna.1197] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/22/2013] [Revised: 08/21/2013] [Accepted: 08/27/2013] [Indexed: 01/08/2023]
Abstract
Posttranscriptional regulation of mRNA species represents a major regulatory checkpoint in the control of gene expression. Historically, RNA-binding proteins (RBPs) have been regarded as the primary regulators of mRNA stability and translation. More recently, however, microRNAs have emerged as a class of potent and pervasive posttranscriptional rheostats that similarly affect mRNA stability and translation. The observation that both microRNAs and RBPs regulate mRNA stability and translation has initiated a newer area of research that involves the examination of dynamic interactions between these two important classes of posttranscriptional regulators, the myriad of factors that influence these biological interactions, and ultimately, their effects on target mRNAs. Specifically, microRNAs and RBPs can act synergistically to effect mRNA destabilization and translational inhibition. They can also engage in competition with each other and exert opposing effects on target mRNAs. To date, several key studies have provided critical details regarding the mechanisms and principles of interaction between these molecules. Additionally, these findings raise important questions regarding the regulation of these interactions, including the roles of posttranslational modification, subcellular localization, target inhibition versus activation, and changes in expression levels of these regulatory factors, especially under stimulus- and cell-specific conditions. Indeed, further experimentation is warranted to address these key issues that pertain to the collaboration and competition between microRNAs and RBPs. Significantly, the elucidation of these important details bears critical implications for disease management, especially for those diseases in which these cellular factors are dysregulated.
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Affiliation(s)
- J J David Ho
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada; Department of Medicine, Keenan Research Centre, Li Ka Shing Knowledge Institute, St. Michael's Hospital, University of Toronto, Toronto, Ontario, Canada
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3376
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de Giorgio A, Krell J, Harding V, Stebbing J, Castellano L. Emerging roles of competing endogenous RNAs in cancer: insights from the regulation of PTEN. Mol Cell Biol 2013; 33:3976-82. [PMID: 23918803 PMCID: PMC3811677 DOI: 10.1128/mcb.00683-13] [Citation(s) in RCA: 62] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
The capacity of noncoding RNA to regulate gene expression in health and disease is epitomized by the microRNAs, small ∼22-nucleotide RNAs that target mRNAs to repress their translation into protein. Recently a previously unrecognized gene regulatory layer has emerged, characterized by the ability of a wide range of RNA transcripts to vie for microRNA binding and alleviate the repressive effect of microRNAs on their mRNA targets. Termed competing endogenous RNAs (ceRNAs), these participate in a microRNA-dependent cross talk, producing robust networks that when perturbed may lead to cancer. To date, the tumor suppressor PTEN has been most extensively validated as competing with a variety of ceRNAs in different cancers: reducing these ceRNAs appears to reduce PTEN levels, tipping cells toward cancer progression. In this review we look at ceRNA networks in cancer, their characteristics, and constituent parts, focusing on the insights that can be gained from the studies conducted on PTEN. We also explore the conditions that facilitate ceRNA cross talk, proposing that the disruption of these conditions may represent a general phenomenon in carcinogenesis.
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Affiliation(s)
- Alexander de Giorgio
- Division of Oncology, Department of Surgery and Cancer, Imperial Centre for Translational and Experimental Medicine, Imperial College, London, United Kingdom
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3377
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Abstract
PURPOSE OF REVIEW Since 2007, genome-wide association studies (GWAS) have led to the identification of numerous loci of atherosclerotic cardiovascular disease. The majority of these loci harbor genes previously not known to be involved in atherogenesis. In this review, we summarize the recent progress in understanding the pathophysiology of genetic variants in atherosclerosis. RECENT FINDINGS Fifty-eight loci with P < 10⁻⁷ have been identified in GWAS for coronary heart disease and myocardial infarction. Of these, 23 loci (40%) overlap with GWAS loci of classical risk factors such as lipids, blood pressure, and diabetes mellitus, suggesting a potential causal relation. The vast majority of the remaining 35 loci (60%) are at genomic regions where the mechanism in atherogenesis is unclear. Loci most frequently found in independent GWAS were at Chr9p21.3 (ANRIL/CDKN2B-AS1), Chr6p24.1 (PHACTR1), and Chr1p13.3 (CELSR2, PSRC1, MYBPHL, SORT1). Recent work suggests that Chr9p21.3 exerts its effects through epigenetic regulation of target genes, whereas mechanisms at Chr6p24.1 remain obscure, and Chr1p13.3 affects plasma LDL cholesterol. SUMMARY Novel GWAS loci indicate that our understanding of atherosclerosis is limited and implicate a role of hitherto unknown mechanisms, such as epigenetic gene regulation in atherogenesis.
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Affiliation(s)
- Lesca M Holdt
- Institute of Laboratory Medicine, University Hospital Munich-LMU and Ludwig-Maximilians-University Munich, Munich, Germany
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3378
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Abstract
UNLABELLED The cancer transcriptome is characterized by aberrant expression of both protein-coding and noncoding transcripts. Similar to mRNAs, a significant portion of the noncoding transcriptome, including long noncoding RNAs and pseudogenes, harbors microRNA (miRNA)-response elements (MRE). The recent discovery of competitive endogenous RNAs (ceRNA), natural decoys that compete for a common pool of miRNAs, provides a framework to systematically functionalize MRE-harboring noncoding RNAs and integrate them with the protein-coding RNA dimension in complex ceRNA networks. Functional interactions in ceRNA networks aid in coordinating a number of biologic processes and, when perturbed, contribute to disease pathogenesis. In this review, we discuss recent discoveries that implicate natural miRNA decoys in the development of cancer. SIGNIFICANCE Cross-talk between ceRNAs through shared miRNAs represents a novel layer of gene regulation that plays important roles in the physiology and development of diseases such as cancer. As cross-talk can be predicted on the basis of the overlap of miRNA-binding sites, we are now one step closer to a complete functionalization of the human transcriptome, especially the noncoding space.
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Affiliation(s)
- Florian A Karreth
- Cancer Genetics Program, Beth Israel Deaconess Cancer Center, Department of Medicine and Pathology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts
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3379
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Zhang Y, Zhang XO, Chen T, Xiang JF, Yin QF, Xing YH, Zhu S, Yang L, Chen LL. Circular intronic long noncoding RNAs. Mol Cell 2013; 51:792-806. [PMID: 24035497 DOI: 10.1016/j.molcel.2013.08.017] [Citation(s) in RCA: 1739] [Impact Index Per Article: 144.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2013] [Revised: 06/27/2013] [Accepted: 08/06/2013] [Indexed: 12/15/2022]
Abstract
We describe the identification and characterization of circular intronic long noncoding RNAs in human cells, which accumulate owing to a failure in debranching. The formation of such circular intronic RNAs (ciRNAs) can be recapitulated using expression vectors, and their processing depends on a consensus motif containing a 7 nt GU-rich element near the 5' splice site and an 11 nt C-rich element close to the branchpoint site. In addition, we show that ciRNAs are abundant in the nucleus and have little enrichment for microRNA target sites. Importantly, knockdown of ciRNAs led to the reduced expression of their parent genes. One abundant such RNA, ci-ankrd52, largely accumulates to its sites of transcription, associates with elongation Pol II machinery, and acts as a positive regulator of Pol II transcription. This study thus suggests a cis-regulatory role of noncoding intronic transcripts on their parent coding genes.
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Affiliation(s)
- Yang Zhang
- State Key Laboratory of Molecular Biology, Institute of Biochemistry and Cell Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai 200031, China
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3380
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Abstract
Thousands of loci in the human and mouse genomes give rise to circular RNA transcripts; at many of these loci, the predominant RNA isoform is a circle. Using an improved computational approach for circular RNA identification, we found widespread circular RNA expression in Drosophila melanogaster and estimate that in humans, circular RNA may account for 1% as many molecules as poly(A) RNA. Analysis of data from the ENCODE consortium revealed that the repertoire of genes expressing circular RNA, the ratio of circular to linear transcripts for each gene, and even the pattern of splice isoforms of circular RNAs from each gene were cell-type specific. These results suggest that biogenesis of circular RNA is an integral, conserved, and regulated feature of the gene expression program.
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3381
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Noncoding RNA in oncogenesis: a new era of identifying key players. Int J Mol Sci 2013; 14:18319-49. [PMID: 24013378 PMCID: PMC3794782 DOI: 10.3390/ijms140918319] [Citation(s) in RCA: 88] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2013] [Revised: 08/23/2013] [Accepted: 08/30/2013] [Indexed: 12/19/2022] Open
Abstract
New discoveries and accelerating progresses in the field of noncoding RNAs (ncRNAs) continuously challenges our deep-rooted doctrines in biology and sometimes our imagination. A growing body of evidence indicates that ncRNAs are important players in oncogenesis. While a stunning list of ncRNAs has been discovered, only a small portion of them has been examined for their biological activities and very few have been characterized for the molecular mechanisms of their action. To date, ncRNAs have been shown to regulate a wide range of biological processes, including chromatin remodeling, gene transcription, mRNA translation and protein function. Dysregulation of ncRNAs contributes to the pathogenesis of a variety of cancers and aberrant ncRNA expression has a high potential to be prognostic in some cancers. Thus, a new cancer research era has begun to identify novel key players of ncRNAs in oncogenesis. In this review, we will first discuss the function and regulation of miRNAs, especially focusing on the interplay between miRNAs and several key cancer genes, including p53, PTEN and c-Myc. We will then summarize the research of long ncRNAs (lncRNAs) in cancers. In this part, we will discuss the lncRNAs in four categories based on their activities, including regulating gene expression, acting as miRNA decoys, mediating mRNA translation, and modulating protein activities. At the end, we will also discuss recently unraveled activities of circular RNAs (circRNAs).
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3382
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Bussotti G, Notredame C, Enright AJ. Detecting and comparing non-coding RNAs in the high-throughput era. Int J Mol Sci 2013; 14:15423-58. [PMID: 23887659 PMCID: PMC3759867 DOI: 10.3390/ijms140815423] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2013] [Revised: 07/16/2013] [Accepted: 07/17/2013] [Indexed: 02/07/2023] Open
Abstract
In recent years there has been a growing interest in the field of non-coding RNA. This surge is a direct consequence of the discovery of a huge number of new non-coding genes and of the finding that many of these transcripts are involved in key cellular functions. In this context, accurately detecting and comparing RNA sequences has become important. Aligning nucleotide sequences is a key requisite when searching for homologous genes. Accurate alignments reveal evolutionary relationships, conserved regions and more generally any biologically relevant pattern. Comparing RNA molecules is, however, a challenging task. The nucleotide alphabet is simpler and therefore less informative than that of amino-acids. Moreover for many non-coding RNAs, evolution is likely to be mostly constrained at the structural level and not at the sequence level. This results in very poor sequence conservation impeding comparison of these molecules. These difficulties define a context where new methods are urgently needed in order to exploit experimental results to their full potential. This review focuses on the comparative genomics of non-coding RNAs in the context of new sequencing technologies and especially dealing with two extremely important and timely research aspects: the development of new methods to align RNAs and the analysis of high-throughput data.
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Affiliation(s)
- Giovanni Bussotti
- European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SD, UK; E-Mail:
| | - Cedric Notredame
- Bioinformatics and Genomics Program, Centre for Genomic Regulation (CRG), Aiguader, 88, 08003 Barcelona, Spain; E-Mail:
| | - Anton J. Enright
- European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SD, UK; E-Mail:
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3383
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Lariat sequencing in a unicellular yeast identifies regulated alternative splicing of exons that are evolutionarily conserved with humans. Proc Natl Acad Sci U S A 2013; 110:12762-7. [PMID: 23861491 DOI: 10.1073/pnas.1218353110] [Citation(s) in RCA: 51] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Alternative splicing is a potent regulator of gene expression that vastly increases proteomic diversity in multicellular eukaryotes and is associated with organismal complexity. Although alternative splicing is widespread in vertebrates, little is known about the evolutionary origins of this process, in part because of the absence of phylogenetically conserved events that cross major eukaryotic clades. Here we describe a lariat-sequencing approach, which offers high sensitivity for detecting splicing events, and its application to the unicellular fungus, Schizosaccharomyces pombe, an organism that shares many of the hallmarks of alternative splicing in mammalian systems but for which no previous examples of exon-skipping had been demonstrated. Over 200 previously unannotated splicing events were identified, including examples of regulated alternative splicing. Remarkably, an evolutionary analysis of four of the exons identified here as subject to skipping in S. pombe reveals high sequence conservation and perfect length conservation with their homologs in scores of plants, animals, and fungi. Moreover, alternative splicing of two of these exons have been documented in multiple vertebrate organisms, making these the first demonstrations of identical alternative-splicing patterns in species that are separated by over 1 billion y of evolution.
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3384
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Holdt LM, Hoffmann S, Sass K, Langenberger D, Scholz M, Krohn K, Finstermeier K, Stahringer A, Wilfert W, Beutner F, Gielen S, Schuler G, Gäbel G, Bergert H, Bechmann I, Stadler PF, Thiery J, Teupser D. Alu elements in ANRIL non-coding RNA at chromosome 9p21 modulate atherogenic cell functions through trans-regulation of gene networks. PLoS Genet 2013; 9:e1003588. [PMID: 23861667 PMCID: PMC3701717 DOI: 10.1371/journal.pgen.1003588] [Citation(s) in RCA: 302] [Impact Index Per Article: 25.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2013] [Accepted: 05/09/2013] [Indexed: 01/01/2023] Open
Abstract
The chromosome 9p21 (Chr9p21) locus of coronary artery disease has been identified in the first surge of genome-wide association and is the strongest genetic factor of atherosclerosis known today. Chr9p21 encodes the long non-coding RNA (ncRNA) antisense non-coding RNA in the INK4 locus (ANRIL). ANRIL expression is associated with the Chr9p21 genotype and correlated with atherosclerosis severity. Here, we report on the molecular mechanisms through which ANRIL regulates target-genes in trans, leading to increased cell proliferation, increased cell adhesion and decreased apoptosis, which are all essential mechanisms of atherogenesis. Importantly, trans-regulation was dependent on Alu motifs, which marked the promoters of ANRIL target genes and were mirrored in ANRIL RNA transcripts. ANRIL bound Polycomb group proteins that were highly enriched in the proximity of Alu motifs across the genome and were recruited to promoters of target genes upon ANRIL over-expression. The functional relevance of Alu motifs in ANRIL was confirmed by deletion and mutagenesis, reversing trans-regulation and atherogenic cell functions. ANRIL-regulated networks were confirmed in 2280 individuals with and without coronary artery disease and functionally validated in primary cells from patients carrying the Chr9p21 risk allele. Our study provides a molecular mechanism for pro-atherogenic effects of ANRIL at Chr9p21 and suggests a novel role for Alu elements in epigenetic gene regulation by long ncRNAs. Chromosome 9p21 is the strongest genetic factor for coronary artery disease and encodes the long non-coding RNA (ncRNA) ANRIL. Here, we show that increased ANRIL expression mediates atherosclerosis risk through trans-regulation of gene networks leading to pro-atherogenic cellular properties, such as increased proliferation and adhesion. ANRIL may act as a scaffold, guiding effector-proteins to chromatin. These functions depend on an Alu motif present in ANRIL RNA and mirrored several thousand-fold in the genome. Alu elements are a family of primate-specific short interspersed repeat elements (SINEs) and have been linked with genetic disease. Current models propose that either exonisation of Alu elements or changes of cis-regulation of adjacent genes are the underlying disease mechanisms. Our work extends the function of Alu transposons to regulatory components of long ncRNAs with a central role in epigenetic trans-regulation. Furthermore, it implies a pivotal role for Alu elements in genetically determined vascular disease and describes a plausible molecular mechanism for a pro-atherogenic function of ANRIL at chromosome 9p21.
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Affiliation(s)
- Lesca M. Holdt
- LIFE – Leipzig Research Center for Civilization Diseases, Universität Leipzig, Leipzig, Germany
- Institute of Laboratory Medicine, Clinical Chemistry and Molecular Diagnostics, University Hospital Leipzig, Leipzig, Germany
- Institute of Laboratory Medicine, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Steve Hoffmann
- LIFE – Leipzig Research Center for Civilization Diseases, Universität Leipzig, Leipzig, Germany
- Transcriptome Bioinformatics Group and Interdisciplinary Centre for Bioinformatics, University Leipzig, Leipzig, Germany
| | - Kristina Sass
- Institute of Laboratory Medicine, Clinical Chemistry and Molecular Diagnostics, University Hospital Leipzig, Leipzig, Germany
| | - David Langenberger
- LIFE – Leipzig Research Center for Civilization Diseases, Universität Leipzig, Leipzig, Germany
- Transcriptome Bioinformatics Group and Interdisciplinary Centre for Bioinformatics, University Leipzig, Leipzig, Germany
| | - Markus Scholz
- LIFE – Leipzig Research Center for Civilization Diseases, Universität Leipzig, Leipzig, Germany
- Institute for Medical Informatics, Statistics and Epidemiology, University Leipzig, Leipzig, Germany
| | - Knut Krohn
- LIFE – Leipzig Research Center for Civilization Diseases, Universität Leipzig, Leipzig, Germany
- Interdisciplinary Center for Clinical Research, University Leipzig, Leipzig, Germany
| | - Knut Finstermeier
- LIFE – Leipzig Research Center for Civilization Diseases, Universität Leipzig, Leipzig, Germany
- Institute of Laboratory Medicine, Clinical Chemistry and Molecular Diagnostics, University Hospital Leipzig, Leipzig, Germany
| | - Anika Stahringer
- Institute of Laboratory Medicine, Clinical Chemistry and Molecular Diagnostics, University Hospital Leipzig, Leipzig, Germany
- Institute of Laboratory Medicine, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Wolfgang Wilfert
- Institute of Laboratory Medicine, Clinical Chemistry and Molecular Diagnostics, University Hospital Leipzig, Leipzig, Germany
- Institute of Laboratory Medicine, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Frank Beutner
- LIFE – Leipzig Research Center for Civilization Diseases, Universität Leipzig, Leipzig, Germany
- Institute of Laboratory Medicine, Clinical Chemistry and Molecular Diagnostics, University Hospital Leipzig, Leipzig, Germany
- Department of Internal Medicine/Cardiology, Heart Center, University Leipzig, Leipzig, Germany
| | - Stephan Gielen
- LIFE – Leipzig Research Center for Civilization Diseases, Universität Leipzig, Leipzig, Germany
- Department of Internal Medicine/Cardiology, Heart Center, University Leipzig, Leipzig, Germany
| | - Gerhard Schuler
- LIFE – Leipzig Research Center for Civilization Diseases, Universität Leipzig, Leipzig, Germany
- Department of Internal Medicine/Cardiology, Heart Center, University Leipzig, Leipzig, Germany
| | - Gabor Gäbel
- Department of General, Thoracic, and Vascular Surgery, University Dresden, Dresden, Germany
| | - Hendrik Bergert
- Department of General, Thoracic, and Vascular Surgery, University Dresden, Dresden, Germany
| | - Ingo Bechmann
- Institute of Anatomy, University Leipzig, Leipzig, Germany
| | - Peter F. Stadler
- LIFE – Leipzig Research Center for Civilization Diseases, Universität Leipzig, Leipzig, Germany
- Transcriptome Bioinformatics Group and Interdisciplinary Centre for Bioinformatics, University Leipzig, Leipzig, Germany
- Max Planck Institute for Mathematics in the Sciences, Leipzig, Germany
- Santa Fe Institute, Santa Fe, New Mexico, United States of America
| | - Joachim Thiery
- LIFE – Leipzig Research Center for Civilization Diseases, Universität Leipzig, Leipzig, Germany
- Institute of Laboratory Medicine, Clinical Chemistry and Molecular Diagnostics, University Hospital Leipzig, Leipzig, Germany
| | - Daniel Teupser
- LIFE – Leipzig Research Center for Civilization Diseases, Universität Leipzig, Leipzig, Germany
- Institute of Laboratory Medicine, Clinical Chemistry and Molecular Diagnostics, University Hospital Leipzig, Leipzig, Germany
- Institute of Laboratory Medicine, Ludwig-Maximilians-University Munich, Munich, Germany
- * E-mail:
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3385
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The intertwining of transposable elements and non-coding RNAs. Int J Mol Sci 2013; 14:13307-28. [PMID: 23803660 PMCID: PMC3742188 DOI: 10.3390/ijms140713307] [Citation(s) in RCA: 80] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2013] [Revised: 06/05/2013] [Accepted: 06/05/2013] [Indexed: 12/15/2022] Open
Abstract
Growing evidence shows a close association of transposable elements (TE) with non-coding RNAs (ncRNA), and a significant number of small ncRNAs originate from TEs. Further, ncRNAs linked with TE sequences participate in a wide-range of regulatory functions. Alu elements in particular are critical players in gene regulation and molecular pathways. Alu sequences embedded in both long non-coding RNAs (lncRNA) and mRNAs form the basis of targeted mRNA decay via short imperfect base-pairing. Imperfect pairing is prominent in most ncRNA/target RNA interactions and found throughout all biological kingdoms. The piRNA-Piwi complex is multifunctional, but plays a major role in protection against invasion by transposons. This is an RNA-based genetic immune system similar to the one found in prokaryotes, the CRISPR system. Thousands of long intergenic non-coding RNAs (lincRNAs) are associated with endogenous retrovirus LTR transposable elements in human cells. These TEs can provide regulatory signals for lincRNA genes. A surprisingly large number of long circular ncRNAs have been discovered in human fibroblasts. These serve as "sponges" for miRNAs. Alu sequences, encoded in introns that flank exons are proposed to participate in RNA circularization via Alu/Alu base-pairing. Diseases are increasingly found to have a TE/ncRNA etiology. A single point mutation in a SINE/Alu sequence in a human long non-coding RNA leads to brainstem atrophy and death. On the other hand, genomic clusters of repeat sequences as well as lncRNAs function in epigenetic regulation. Some clusters are unstable, which can lead to formation of diseases such as facioscapulohumeral muscular dystrophy. The future may hold more surprises regarding diseases associated with ncRNAs andTEs.
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3386
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Bak RO, Hollensen AK, Mikkelsen JG. Managing microRNAs with vector-encoded decoy-type inhibitors. Mol Ther 2013; 21:1478-85. [PMID: 23752312 DOI: 10.1038/mt.2013.113] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2013] [Accepted: 04/26/2013] [Indexed: 01/16/2023] Open
Abstract
A rapidly growing understanding of the complex circuitry of microRNA (miRNA)-mediated gene regulation is attracting attention to miRNAs as new drug targets. Targeted miRNA suppression is achieved in a sequence-specific manner by antisense RNA "decoy" molecules. Such synthetic miRNA inhibitors have reached the clinic with remarkable pace and may soon appear as new therapeutic modalities in several diseases. Shortcomings, however, include high production costs, the requirement for repeated administration, and difficulty achieving tissue-specific delivery. With the many recent landmark achievements in clinical gene therapy, new and refined vector-encoded miRNA suppression technologies are attractive for many applications, not least as tools in innumerable daily studies of miRNA biology in laboratories worldwide. Here, we provide an overview of the strategies that have been used to adapt vector-encoded inhibitors for miRNA suppression and discuss advantages related to spatiotemporal and long-term miRNA attenuation. With the remarkable new discovery of miRNA management by naturally occurring circular RNAs, RNA circles generated by trans-splicing mechanisms may prove to be well-suited carriers of decoy-type miRNA inhibitors. The community will aspire to combine circles with high-affinity miRNA decoy methodologies, and such "vectorized" RNA circles may represent new solid ways to deliver miRNA inhibitors, perhaps even with therapeutic applications.
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Affiliation(s)
- Rasmus O Bak
- Department of Biomedicine, Aarhus University, DK-8000 Aarhus C, Denmark
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3387
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Doose G, Alexis M, Kirsch R, Findeiß S, Langenberger D, Machné R, Mörl M, Hoffmann S, Stadler PF. Mapping the RNA-Seq trash bin: unusual transcripts in prokaryotic transcriptome sequencing data. RNA Biol 2013; 10:1204-10. [PMID: 23702463 DOI: 10.4161/rna.24972] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
Prokaryotic transcripts constitute almost always uninterrupted intervals when mapped back to the genome. Split reads, i.e., RNA-seq reads consisting of parts that only map to discontiguous loci, are thus disregarded in most analysis pipelines. There are, however, some well-known exceptions, in particular, tRNA splicing and circularized small RNAs in Archaea as well as self-splicing introns. Here, we reanalyze a series of published RNA-seq data sets, screening them specifically for non-contiguously mapping reads. We recover most of the known cases together with several novel archaeal ncRNAs associated with circularized products. In Eubacteria, only a handful of interesting candidates were obtained beyond a few previously described group I and group II introns. Most of the atypically mapping reads do not appear to correspond to well-defined, specifically processed products. Whether this diffuse background is, at least in part, an incidental by-product of prokaryotic RNA processing or whether it consists entirely of technical artifacts of reverse transcription or amplification remains unknown.
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Affiliation(s)
- Gero Doose
- Bioinformatics Group; Department of Computer Science, and Interdisciplinary Center for Bioinformatics; University of Leipzig; Leipzig, Germany; Transcriptome Bioinformatics; LIFE - Leipzig Research Center for Civilization Diseases; University of Leipzig; Leipzig, Germany
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3388
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Affiliation(s)
- Jeremy E Wilusz
- Koch Institute for Integrative Cancer Research and Department of Biology, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
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3389
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Taulli R, Loretelli C, Pandolfi PP. From pseudo-ceRNAs to circ-ceRNAs: a tale of cross-talk and competition. Nat Struct Mol Biol 2013; 20:541-3. [PMID: 23649362 PMCID: PMC4141855 DOI: 10.1038/nsmb.2580] [Citation(s) in RCA: 109] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
RNA is believed to have been the first reservoir of genetic information, but despite its ancient history, RNA continues to fascinate and is only now beginning to be understood in its entire variety and communication modality. New discoveries include the pseudogene RNA network regulating PTEN transcription and translation and the identification of circular RNAs as a new class of competing endogenous RNA molecules that sequester microRNAs to suppress their function.
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Affiliation(s)
- Riccardo Taulli
- Cancer Genetics Program, Beth Israel Deaconess Cancer Center, Departments of Medicine and Pathology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA. Department of Oncology, University of Turin School of Medicine, Turin, Italy
| | - Cristian Loretelli
- Cancer Genetics Program, Beth Israel Deaconess Cancer Center, Departments of Medicine and Pathology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Pier Paolo Pandolfi
- Cancer Genetics Program, Beth Israel Deaconess Cancer Center, Departments of Medicine and Pathology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
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3390
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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. Circular RNAs are a large class of animal RNAs with regulatory potency. Nature 2013; 495:333-338. [PMID: 23446348 DOI: 10.1038/nature11928] [Citation(s) in RCA: 5977] [Impact Index Per Article: 498.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2012] [Accepted: 01/24/2013] [Indexed: 02/06/2023]
Abstract
Circular RNAs (circRNAs) in animals are an enigmatic class of RNA with unknown function. To explore circRNAs systematically, we sequenced and computationally analysed human, mouse and nematode RNA. We detected thousands of well-expressed, stable circRNAs, often showing tissue/developmental-stage-specific expression. Sequence analysis indicated important regulatory functions for circRNAs. We found that a human circRNA, antisense to the cerebellar degeneration-related protein 1 transcript (CDR1as), is densely bound by microRNA (miRNA) effector complexes and harbours 63 conserved binding sites for the ancient miRNA miR-7. Further analyses indicated that CDR1as functions to bind miR-7 in neuronal tissues. Human CDR1as expression in zebrafish impaired midbrain development, similar to knocking down miR-7, suggesting that CDR1as is a miRNA antagonist with a miRNA-binding capacity ten times higher than any other known transcript. Together, our data provide evidence that circRNAs form a large class of post-transcriptional regulators. Numerous circRNAs form by head-to-tail splicing of exons, suggesting previously unrecognized regulatory potential of coding sequences.
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Affiliation(s)
- Sebastian Memczak
- Systems Biology of Gene Regulatory Elements, Max-Delbrück-Center for Molecular Medicine, Robert-Rössle-Strasse 10, 13125 Berlin, Germany
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3391
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Affiliation(s)
- Matthias W Hentze
- Directors' Research, European Molecular Biology Laboratory (EMBL), Heidelberg, Germany
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