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Zhang S, Mao M, Lv Y, Yang Y, He W, Song Y, Wang Y, Yang Y, Al Abo M, Freedman JA, Patierno SR, Wang Y, Wang Z. A widespread length-dependent splicing dysregulation in cancer. SCIENCE ADVANCES 2022; 8:eabn9232. [PMID: 35977015 PMCID: PMC9385142 DOI: 10.1126/sciadv.abn9232] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Accepted: 07/01/2022] [Indexed: 06/15/2023]
Abstract
Dysregulation of alternative splicing is a key molecular hallmark of cancer. However, the common features and underlying mechanisms remain unclear. Here, we report an intriguing length-dependent splicing regulation in cancers. By systematically analyzing the transcriptome of thousands of cancer patients, we found that short exons are more likely to be mis-spliced and preferentially excluded in cancers. Compared to other exons, cancer-associated short exons (CASEs) are more conserved and likely to encode in-frame low-complexity peptides, with functional enrichment in GTPase regulators and cell adhesion. We developed a CASE-based panel as reliable cancer stratification markers and strong predictors for survival, which is clinically useful because the detection of short exon splicing is practical. Mechanistically, mis-splicing of CASEs is regulated by elevated transcription and alteration of certain RNA binding proteins in cancers. Our findings uncover a common feature of cancer-specific splicing dysregulation with important clinical implications in cancer diagnosis and therapies.
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Affiliation(s)
- Sirui Zhang
- CAS Key Laboratory of Computational Biology, CAS Center for Excellence in Molecular Cell Science, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Miaowei Mao
- CAS Key Laboratory of Computational Biology, CAS Center for Excellence in Molecular Cell Science, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Yuesheng Lv
- Institute of Cancer Stem Cell, Dalian Medical University, Dalian 116044, China
| | - Yingqun Yang
- CAS Key Laboratory of Computational Biology, CAS Center for Excellence in Molecular Cell Science, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
- Shanghai Tech University, Shanghai 200031, China
| | - Weijing He
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Yongmei Song
- State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Yongbo Wang
- Department of Cellular and Genetic Medicine, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China
| | - Yun Yang
- CAS Key Laboratory of Computational Biology, CAS Center for Excellence in Molecular Cell Science, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Muthana Al Abo
- Duke Cancer Institute, Duke University School of Medicine, Durham, NC 27710, USA
| | - Jennifer A. Freedman
- Duke Cancer Institute, Duke University School of Medicine, Durham, NC 27710, USA
- Division of Medical Oncology, Department of Medicine, Duke University Medical Center, Durham, NC 27710, USA
| | - Steven R. Patierno
- Duke Cancer Institute, Duke University School of Medicine, Durham, NC 27710, USA
- Division of Medical Oncology, Department of Medicine, Duke University Medical Center, Durham, NC 27710, USA
| | - Yang Wang
- Institute of Cancer Stem Cell, Dalian Medical University, Dalian 116044, China
| | - Zefeng Wang
- CAS Key Laboratory of Computational Biology, CAS Center for Excellence in Molecular Cell Science, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
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2
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Morel A, Baguet A, Perrard J, Demeret C, Jacquin E, Guenat D, Mougin C, Prétet JL. 5azadC treatment upregulates miR-375 level and represses HPV16 E6 expression. Oncotarget 2018; 8:46163-46176. [PMID: 28521287 PMCID: PMC5542257 DOI: 10.18632/oncotarget.17575] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2016] [Accepted: 04/10/2017] [Indexed: 01/06/2023] Open
Abstract
High-risk human papillomaviruses are the etiological agents of cervical cancer and HPV16 is the most oncogenic genotype. Immortalization and transformation of infected cells requires the overexpression of the two viral oncoproteins E6 and E7 following HPV DNA integration into the host cell genome. Integration often leads to the loss of the E2 open reading frame and the corresponding protein can no longer act as a transcriptional repressor on p97 promoter. Recently, it has been proposed that long control region methylation also contributes to the regulation of E6/E7 expression. To determine which epigenetic mechanism is involved in HPV16 early gene regulation, 5-aza-2′-deoxycytidine was used to demethylate Ca Ski and SiHa cell DNA. Decreased expression of E6 mRNA and protein levels was observed in both cell lines in an E2-independent manner. E6 repression was accompanied by neither a modification of the main cellular transcription factor expression involved in long control region regulation, nor by a modification of the E6 mRNA splicing pattern. In contrast, a pronounced upregulation of miR-375, known to destabilize HPV16 early viral mRNA, was observed. Finally, the use of miR-375 inhibitor definitively proved the involvement of miR-375 in E6 repression. These results highlight that cellular DNA methylation modulates HPV16 early gene expression and support a role for epigenetic events in high-risk HPV associated-carcinogenesis.
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Affiliation(s)
- Adrien Morel
- EA3181, Université Bourgogne Franche-Comté, LabEx LipSTIC ANR-11-LABX-0021, Besançon, France
| | - Aurélie Baguet
- EA3181, Université Bourgogne Franche-Comté, LabEx LipSTIC ANR-11-LABX-0021, Besançon, France
| | - Jérôme Perrard
- EA3181, Université Bourgogne Franche-Comté, LabEx LipSTIC ANR-11-LABX-0021, Besançon, France
| | - Caroline Demeret
- Département de Virologie, Institut Pasteur, Unité de Génétique Moléculaire des Virus à ARN, CNRS UMR 3569, Université Paris Diderot, Sorbonne Paris Cité, Paris, France
| | - Elise Jacquin
- Signalling Department, The Babraham Institute, Babraham Research Campus, Cambridge, United Kingdom
| | - David Guenat
- Centre Hospitalier Régional Universitaire, Besançon, France.,Department of Medicine, Division of Oncology, Stanford Cancer Institute, Stanford University, Stanford, California, USA
| | - Christiane Mougin
- EA3181, Université Bourgogne Franche-Comté, LabEx LipSTIC ANR-11-LABX-0021, Besançon, France.,Centre Hospitalier Régional Universitaire, Besançon, France
| | - Jean-Luc Prétet
- EA3181, Université Bourgogne Franche-Comté, LabEx LipSTIC ANR-11-LABX-0021, Besançon, France.,Centre Hospitalier Régional Universitaire, Besançon, France
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3
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Salvermoser M, Chotewutmontri S, Braspenning-Wesch I, Hasche D, Rösl F, Vinzón SE. Transcriptome analysis of Mastomys natalensis papillomavirus in productive lesions after natural infection. J Gen Virol 2016; 97:1658-1669. [PMID: 27043420 DOI: 10.1099/jgv.0.000471] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Mastomys coucha, an African rodent, is a useful animal model of papillomavirus infection, as it develops both premalignant and malignant skin tumors as a consequence of a persistent infection with Mastomys natalensis papillomavirus (MnPV). In this study, we mapped the MnPV transcriptome in productive lesions by both classical molecular techniques and high-throughput RNA sequencing. Combination of these methods revealed a complex and comprehensive transcription map, with novel splicing events not described in other papillomaviruses. Furthermore, these splicing occurrences could potentially lead to the expression of novel E2, E1∧E4, E7 and L2 isoforms. Expression level estimation of each transcript showed that late-region mRNAs considerably outnumber early transcripts, with species coding for L1 and E1∧E4 being the most abundant. In summary, the full transcription map assembled in this study will allow us to further understand MnPV gene expression and the mechanisms that lead to natural tumour development.
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Affiliation(s)
- Melanie Salvermoser
- Division of Viral Transformation Mechanisms, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Sasithorn Chotewutmontri
- Genomics and Proteomics Core Facilities, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Ilona Braspenning-Wesch
- Division of Viral Transformation Mechanisms, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Daniel Hasche
- Division of Viral Transformation Mechanisms, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Frank Rösl
- Division of Viral Transformation Mechanisms, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Sabrina E Vinzón
- Division of Viral Transformation Mechanisms, German Cancer Research Center (DKFZ), Heidelberg, Germany
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4
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Zhang XHF, Arias MA, Ke S, Chasin LA. Splicing of designer exons reveals unexpected complexity in pre-mRNA splicing. RNA (NEW YORK, N.Y.) 2009; 15:367-76. [PMID: 19155327 PMCID: PMC2657016 DOI: 10.1261/rna.1498509] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/14/2008] [Accepted: 12/04/2008] [Indexed: 05/27/2023]
Abstract
Pre-messengerRNA (mRNA) splicing requires the accurate recognition of splice sites by the cellular RNA processing machinery. In addition to sequences that comprise the branchpoint and the 3' and 5' splice sites, the cellular splicing machinery relies on additional information in the form of exonic and intronic splicing enhancer and silencer sequences. The high abundance of these motifs makes it difficult to investigate their effects using standard genetic perturbations, since their disruption often leads to the formation of yet new elements. To lessen this problem, we have designed synthetic exons comprised of multiple copies of a single prototypical exonic enhancer and a single prototypical exonic silencer sequence separated by neutral spacer sequences. The spacer sequences buffer the exon against the formation of new elements as the number and order of the original elements are varied. Over 100 such designer exons were constructed by random ligation of enhancer, silencer, and neutral elements. Each exon was positioned as the central exon in a 3-exon minigene and tested for exon inclusion after transient transfection. The level of inclusion of the test exons was seen to be dependent on the provision of enhancers and could be decreased by the provision of silencers. In general, there was a good quantitative correlation between the proportion of enhancers and splicing. However, widely varying inclusion levels could be produced by different permutations of the enhancer and silencer elements, indicating that even in this simplified system splicing decisions rest on complex interplays of yet to be determined parameters.
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Affiliation(s)
- Xiang H-F Zhang
- Department of Biological Sciences, Columbia University, New York, New York 10027, USA
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5
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Wang Z, Burge CB. Splicing regulation: from a parts list of regulatory elements to an integrated splicing code. RNA (NEW YORK, N.Y.) 2008; 14:802-13. [PMID: 18369186 PMCID: PMC2327353 DOI: 10.1261/rna.876308] [Citation(s) in RCA: 697] [Impact Index Per Article: 43.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
Alternative splicing of pre-mRNAs is a major contributor to both proteomic diversity and control of gene expression levels. Splicing is tightly regulated in different tissues and developmental stages, and its disruption can lead to a wide range of human diseases. An important long-term goal in the splicing field is to determine a set of rules or "code" for splicing that will enable prediction of the splicing pattern of any primary transcript from its sequence. Outside of the core splice site motifs, the bulk of the information required for splicing is thought to be contained in exonic and intronic cis-regulatory elements that function by recruitment of sequence-specific RNA-binding protein factors that either activate or repress the use of adjacent splice sites. Here, we summarize the current state of knowledge of splicing cis-regulatory elements and their context-dependent effects on splicing, emphasizing recent global/genome-wide studies and open questions.
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Affiliation(s)
- Zefeng Wang
- Department of Pharmacology, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA.
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6
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Newman EA, Muh SJ, Hovhannisyan RH, Warzecha CC, Jones RB, McKeehan WL, Carstens RP. Identification of RNA-binding proteins that regulate FGFR2 splicing through the use of sensitive and specific dual color fluorescence minigene assays. RNA (NEW YORK, N.Y.) 2006; 12:1129-41. [PMID: 16603716 PMCID: PMC1464843 DOI: 10.1261/rna.34906] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/23/2006] [Accepted: 02/16/2006] [Indexed: 05/04/2023]
Abstract
We have developed a series of fluorescent splicing reporter minigenes for the establishment of cell-based screens to identify splicing regulatory proteins. A key technical advance in the application of these reporters was the use of two different fluorescent proteins: EGFP and monomeric Red Fluorescent Protein (mRFP). Through establishment of stable cell lines expressing such dual color fluorescent reporters, these minigenes can be used to perform enhanced screens for splicing regulatory proteins. As an example of such applications we generated fluorescent minigenes that can be used to determine the splicing of mutually exclusive FGFR2 exons IIIb and IIIc by flow cytometry. One minigene contained a coding sequence for EGFP whose translation was dependent on splicing of exon IIIb, whereas a second minigene required exon IIIc splicing for translation of an mRFP coding sequence. Stable incorporation of both minigenes into cells that express endogenous FGFR2-IIIb or FGFR2-IIIc resulted in EGFP or mRFP fluorescence, respectively. Cells stably transfected with both minigenes were used to screen a panel of cDNAs encoding known splicing regulatory proteins, and several were identified that induced a switch in splicing that could be detected specifically by an increase in green, but not red, fluorescence. We further demonstrated additional minigenes that can be used in dual color fluorescent screens for identification of splicing regulatory proteins that function through specific intronic splicing enhancer elements (ISEs). The methods and minigene designs described here should be adaptable for broader applications in identification of factors and mechanisms involved in alternative splicing of numerous other gene transcripts.
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Affiliation(s)
- Emily A Newman
- Department of Medicine, University of Pennsylvania School of Medicine, Philadelphia, 19104, USA
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7
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Rothrock CR, House AE, Lynch KW. HnRNP L represses exon splicing via a regulated exonic splicing silencer. EMBO J 2005; 24:2792-802. [PMID: 16001081 PMCID: PMC1182240 DOI: 10.1038/sj.emboj.7600745] [Citation(s) in RCA: 116] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2005] [Accepted: 06/17/2005] [Indexed: 11/09/2022] Open
Abstract
Skipping of mammalian exons during pre-mRNA splicing is commonly mediated by the activity of exonic splicing silencers (ESSs). We have recently identified a regulated ESS within variable exon 4 of the CD45 gene, named ESS1, that is necessary and sufficient for partial exon repression in resting T cells and has additional silencing activity upon T-cell activation. In this study, we identify three heterogeneous nuclear ribonucleoproteins (hnRNPs) that bind specifically to ESS1. The binding of one of these proteins, hnRNP-L, is significantly decreased by mutations that disrupt both the basal and induced activities of ESS1. Recombinant hnRNP-L functions to repress exon inclusion in vitro in an ESS1-dependent manner. Moreover, depletion of hnRNP-L, either in vitro or in vivo, leads to increased exon inclusion. In contrast, the other ESS1-binding proteins, PTB and hnRNP E2, do not discriminate between wild-type and mutant ESS1 in binding studies, and do not specifically alter ESS1-dependent splicing in vitro. Together, these studies demonstrate that hnRNP-L is the primary protein through which CD45 exon 4 silencing is mediated by the regulatory sequence ESS1.
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Affiliation(s)
- Caryn R Rothrock
- Department of Biochemistry, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Amy E House
- Department of Biochemistry, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Kristen W Lynch
- Department of Biochemistry, University of Texas Southwestern Medical Center, Dallas, TX, USA
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8
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Han K, Yeo G, An P, Burge CB, Grabowski PJ. A combinatorial code for splicing silencing: UAGG and GGGG motifs. PLoS Biol 2005. [PMID: 15828859 DOI: 10.1371/journal.pbio.00301058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/08/2023] Open
Abstract
Alternative pre-mRNA splicing is widely used to regulate gene expression by tuning the levels of tissue-specific mRNA isoforms. Few regulatory mechanisms are understood at the level of combinatorial control despite numerous sequences, distinct from splice sites, that have been shown to play roles in splicing enhancement or silencing. Here we use molecular approaches to identify a ternary combination of exonic UAGG and 5'-splice-site-proximal GGGG motifs that functions cooperatively to silence the brain-region-specific CI cassette exon (exon 19) of the glutamate NMDA R1 receptor (GRIN1) transcript. Disruption of three components of the motif pattern converted the CI cassette into a constitutive exon, while predominant skipping was conferred when the same components were introduced, de novo, into a heterologous constitutive exon. Predominant exon silencing was directed by the motif pattern in the presence of six competing exonic splicing enhancers, and this effect was retained after systematically repositioning the two exonic UAGGs within the CI cassette. In this system, hnRNP A1 was shown to mediate silencing while hnRNP H antagonized silencing. Genome-wide computational analysis combined with RT-PCR testing showed that a class of skipped human and mouse exons can be identified by searches that preserve the sequence and spatial configuration of the UAGG and GGGG motifs. This analysis suggests that the multi-component silencing code may play an important role in the tissue-specific regulation of the CI cassette exon, and that it may serve more generally as a molecular language to allow for intricate adjustments and the coordination of splicing patterns from different genes.
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Affiliation(s)
- Kyoungha Han
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
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9
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Mohn F, Bühler M, Mühlemann O. Nonsense-associated alternative splicing of T-cell receptor beta genes: no evidence for frame dependence. RNA (NEW YORK, N.Y.) 2005; 11:147-56. [PMID: 15613535 PMCID: PMC1370704 DOI: 10.1261/rna.7182905] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
Mutations that generate premature translation-termination codons (PTCs) often result in production of alternatively spliced mRNAs. While in many cases, the PTC-causing mutation was found to affect splicing directly by disrupting an exonic splicing enhancer, induction of alternative splicing of TCR-beta pre-mRNA has been reported to be specific for mutations that prematurely terminate the open reading frame. During testing of a cyto-nuclear feedback model that would have explained how cytoplasmic translation could influence nuclear splicing of TCR-beta transcripts, control experiments questioned the frame dependence of the nonsense-associated altered splicing (NAS) of TCR-beta pre-mRNA. A subsequent detailed analysis of alternatively spliced TCR-beta mRNA expressed from different minigene constructs with nonsense, silent, or frame-shift mutations at various positions revealed no correlation between truncation of the reading frame and production of alternatively spliced mRNA. Our study thus contradicts the previously reported PTC specificity of TCR-beta NAS and points out the need for systematically testing the PTC specificity in other cases where NAS has been observed.
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Affiliation(s)
- Fabio Mohn
- Institute of Cell Biology, University of Bern, Baltzerstrasse 4, CH-3012 Bern, Switzerland
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