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Tabaglio T, Agarwal T, Cher WY, Ow JR, Chew AK, Sun PYQ, Reddy Gurrampati RS, Lu H, Naidu P, Ng HK, Le Guezennec X, Ng SY, Lakshmanan M, Guccione E, Wee KB. Unveiling sequence-agnostic mixed-chemical modification patterns for splice-switching oligonucleotides using the NATURA platform. MOLECULAR THERAPY. NUCLEIC ACIDS 2025; 36:102422. [PMID: 39926316 PMCID: PMC11803158 DOI: 10.1016/j.omtn.2024.102422] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Accepted: 12/10/2024] [Indexed: 02/11/2025]
Abstract
Chemical optimization of ribose has significantly advanced nucleic acid therapeutics (NATs) by improving the stability, specificity, and safety of therapies like small interfering RNAs, CRISPR-Cas9 guide RNAs, and GAPmers. Recent research has extended this approach to splice-switching oligonucleotides (SSOs), which target splicing events. Our study identifies a set of mixed-modification patterns-combining 2'-O-Methyl, 2'-MethOxyEthyl, 2'-Locked Nucleic Acid, and 2'-Constrained Ethyl ribose moieties (2'OMe, 2'MOE, LNA, and cET)-that enhance SSO potency. We term this strategy lateral mixed positional configuration, which improves SSO efficacy across various sequences and could reduce the trial-and-error process in SSO development. This advancement is supported by NAT Unlabeled Reporter Assay (NATURA), a novel platform for high-throughput quantification of NATs' functional delivery and potency. NATURA uses a reporter gene system and a comprehensive sequence library to test modifications and delivery methods, validated in a transgenic mouse model. This approach aims to accelerate NAT development and address challenges in delivering these therapies to patients.
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Affiliation(s)
- Tommaso Tabaglio
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), Singapore, Singapore
| | - Taniya Agarwal
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), Singapore, Singapore
| | - Wei Yuan Cher
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), Singapore, Singapore
| | - Jin Rong Ow
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), Singapore, Singapore
| | - Ah Keng Chew
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), Singapore, Singapore
| | - Priscila Yun Qian Sun
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), Singapore, Singapore
| | - Raja Sekhar Reddy Gurrampati
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), Singapore, Singapore
| | - Hongfang Lu
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), Singapore, Singapore
| | - Praveena Naidu
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), Singapore, Singapore
| | - Hong Kai Ng
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), Singapore, Singapore
| | - Xavier Le Guezennec
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), Singapore, Singapore
| | - Shi Yan Ng
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), Singapore, Singapore
| | - Manikandan Lakshmanan
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), Singapore, Singapore
| | - Ernesto Guccione
- Center for OncoGenomics and Innovative Therapeutics (COGIT), Center for Therapeutics Discovery, Department of Oncological Sciences and Pharmacological Sciences, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Keng Boon Wee
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), Singapore, Singapore
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2
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Ow JR, Imagawa E, Chen F, Cher WY, Chan SYT, Gurrampati RR, Ramadass V, Loke MF, Tabaglio T, Nishida H, Tsunogai T, Yazaki M, Ch'ng GS, Lakshmanan M, Lee SS, Ying JY, Guccione E, Oishi K, Wee KB. Developing splice-switching oligonucleotides for urea cycle disorder using an integrated diagnostic and therapeutic platform. J Hepatol 2025:S0168-8278(25)00083-2. [PMID: 39978599 DOI: 10.1016/j.jhep.2025.02.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2024] [Revised: 01/24/2025] [Accepted: 02/04/2025] [Indexed: 02/22/2025]
Abstract
BACKGROUNDS & AIMS Citrin deficiency (CD) is an autosomal recessive urea cycle disorder caused by biallelic loss-of-function variants in the SLC25A13 gene, leading to life-threatening hyperammonemia and hypoglycemia. Variants in deep introns can cause genetic diseases by altering splicing and are often missed by current diagnostic tools. Splice-switching oligonucleotides (SSOs) can resolve certain intronic variants, but patients harboring such variants need to be identified. We present a lean workflow from molecular diagnostics to SSO development to resolve splice-altering variants in deep introns that is applicable to other genetic disorders. METHODS A deep intronic-gene panel was designed to identify deep intronic variants. SSOs were then developed and validated in vitro using a minigene assay and induced hepatocytes, and target engagement was verified in vivo by hydrodynamic tail vein injection of minigenes and SSOs. RESULTS With the deep intronic-gene panel and RNA analysis, we identified a novel SLC25A13 c.469-2922G>T variant that promotes the inclusion of a premature stop codon-containing pseudo-exon, SLC25A13-PE5, thereby causing CD. By a stepwise rational SSO design approach, we identified potent candidates inhibiting SLC25A13-PE5 at EC50 <2 nM in vitro. Upon conjugating the SSOs with GalNAc (N-acetylgalactosamine), they were validated to rescue normal protein expression and restore ureagenesis and ammonia clearance, key urea cycle functions, in patient-derived induced hepatocytes. In vivo on-target efficacy of the clinical GalNAc-SSO candidate, in the absence of acute toxicity and inflammation, was observed in a mouse model with exogenous hepatic minigene expression. CONCLUSIONS Our data validates a platform to redefine the molecular diagnosis of urea cycle disorders and provides proof-of-concept for a precision therapy for patients with CD, for whom the only effective treatment is liver transplantation. IMPACT AND IMPLICATIONS Deep intronic variants are common causes of genetic diseases that are commonly neglected. In this study, we demonstrate an integrated precision diagnostic and therapeutic approach for urea cycle disorders. Specifically, we focus on citrin deficiency, going from the discovery of a novel splice variant in the SLC25A13 gene with our novel deep intronic-gene panel for urea cycle disorders, to the development and in vivo validation of an efficacious splice-switching oligonucleotide candidate for the pathogenic splice variant. We envision the possibility of extrapolating this pipeline to the diagnosis and development of treatments for other rare genetic diseases.
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Affiliation(s)
- Jin Rong Ow
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), Singapore
| | - Eri Imagawa
- Department of Pediatrics, The Jikei University School of Medicine, Tokyo, Japan
| | - Feng Chen
- King Faisal Specialist Hospital and Research Centre (KFSHRC), Riyadh, Saudi Arabia
| | - Wei Yuan Cher
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), Singapore
| | - Shermin Yu Tung Chan
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), Singapore
| | - Rajasekhar Reddy Gurrampati
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), Singapore
| | - Venkataramanan Ramadass
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), Singapore
| | | | - Tommaso Tabaglio
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), Singapore
| | - Hikaru Nishida
- Department of Pediatrics, The Jikei University School of Medicine, Tokyo, Japan
| | - Toshiki Tsunogai
- Department of Pediatrics, The Jikei University School of Medicine, Tokyo, Japan
| | - Masahide Yazaki
- Institute for Biomedical Sciences, Shinshu University, Matsumoto, Japan
| | - Gaik Siew Ch'ng
- Department of Genetics, Penang General Hospital, Penang, Malaysia
| | - Manikandan Lakshmanan
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), Singapore
| | - Su Seong Lee
- Department of Bioengineering and Nanomedicine, King Faisal Specialist Hospital & Research Centre, Riyadh, Saudi Arabia
| | - Jackie Y Ying
- Department of Bioengineering and Nanomedicine, King Faisal Specialist Hospital & Research Centre, P.O. Box 3354, Riyadh 11211, Saudi Arabia; Department of Bioengineering, King Fahd University of Petroleum & Minerals, Dhahran 31261, Saudi Arabia
| | - Ernesto Guccione
- Center for OncoGenomics and Innovative Therapeutics (COGIT), Center for Therapeutics Discovery, Department of Oncological Sciences and Pharmacological Sciences, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, USA.
| | - Kimihiko Oishi
- Department of Pediatrics, The Jikei University School of Medicine, Tokyo, Japan; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, USA.
| | - Keng Boon Wee
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), Singapore.
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3
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Thng DKH, Toh TB, Pigini P, Hooi L, Dan YY, Chow PK, Bonney GK, Rashid MBMA, Guccione E, Wee DKB, Chow EK. Splice-switch oligonucleotide-based combinatorial platform prioritizes synthetic lethal targets CHK1 and BRD4 against MYC-driven hepatocellular carcinoma. Bioeng Transl Med 2023; 8:e10363. [PMID: 36684069 PMCID: PMC9842033 DOI: 10.1002/btm2.10363] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 05/29/2022] [Accepted: 06/12/2022] [Indexed: 01/25/2023] Open
Abstract
Deregulation of MYC is among the most frequent oncogenic drivers in hepatocellular carcinoma (HCC). Unfortunately, the clinical success of MYC-targeted therapies is limited. Synthetic lethality offers an alternative therapeutic strategy by leveraging on vulnerabilities in tumors with MYC deregulation. While several synthetic lethal targets of MYC have been identified in HCC, the need to prioritize targets with the greatest therapeutic potential has been unmet. Here, we demonstrate that by pairing splice-switch oligonucleotide (SSO) technologies with our phenotypic-analytical hybrid multidrug interrogation platform, quadratic phenotypic optimization platform (QPOP), we can disrupt the functional expression of these targets in specific combinatorial tests to rapidly determine target-target interactions and rank synthetic lethality targets. Our SSO-QPOP analyses revealed that simultaneous attenuation of CHK1 and BRD4 function is an effective combination specific in MYC-deregulated HCC, successfully suppressing HCC progression in vitro. Pharmacological inhibitors of CHK1 and BRD4 further demonstrated its translational value by exhibiting synergistic interactions in patient-derived xenograft organoid models of HCC harboring high levels of MYC deregulation. Collectively, our work demonstrates the capacity of SSO-QPOP as a target prioritization tool in the drug development pipeline, as well as the therapeutic potential of CHK1 and BRD4 in MYC-driven HCC.
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Affiliation(s)
- Dexter Kai Hao Thng
- Cancer Science Institute of Singapore, National University of SingaporeSingaporeSingapore
| | - Tan Boon Toh
- The N.1 Institute for Health, National University of SingaporeSingaporeSingapore
- The Institute for Digital Medicine (WisDM), Yong Loo Lin School of Medicine, National University of SingaporeSingapore
| | - Paolo Pigini
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A*STAR)SingaporeSingapore
| | - Lissa Hooi
- Cancer Science Institute of Singapore, National University of SingaporeSingaporeSingapore
- NUS Centre for Cancer Research (N2CR), Yong Loo Lin School of MedicineNational University of SingaporeSingaporeSingapore
| | - Yock Young Dan
- Cancer Science Institute of Singapore, National University of SingaporeSingaporeSingapore
- Division of Gastroenterology and HepatologyNational University Health SystemSingaporeSingapore
- Department of Medicine, Yong Loo Lin School of MedicineNational University of SingaporeSingaporeSingapore
| | - Pierce Kah‐Hoe Chow
- Division of Surgical OncologyNational Cancer Centre SingaporeSingaporeSingapore
- Department of Hepato‐Pancreato‐Biliary and Transplant SurgerySingapore General HospitalSingaporeSingapore
- Duke‐NUS Medical SchoolSingaporeSingapore
| | - Glenn Kunnath Bonney
- NUS Centre for Cancer Research (N2CR), Yong Loo Lin School of MedicineNational University of SingaporeSingaporeSingapore
- Division of Hepatobiliary and Liver Transplantation SurgeryNational University Health SystemSingaporeSingapore
| | | | - Ernesto Guccione
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A*STAR)SingaporeSingapore
- Department of Oncological SciencesTisch Cancer Institute, Icahn School of Medicine at Mount SinaiNew YorkNew YorkUSA
- Mount Sinai Center for Therapeutics Discovery, Department of Oncological and Pharmacological SciencesIcahn School of Medicine at Mount SinaiNew YorkNew YorkUSA
| | - Dave Keng Boon Wee
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A*STAR)SingaporeSingapore
| | - Edward Kai‐Hua Chow
- Cancer Science Institute of Singapore, National University of SingaporeSingaporeSingapore
- The N.1 Institute for Health, National University of SingaporeSingaporeSingapore
- The Institute for Digital Medicine (WisDM), Yong Loo Lin School of Medicine, National University of SingaporeSingapore
- NUS Centre for Cancer Research (N2CR), Yong Loo Lin School of MedicineNational University of SingaporeSingaporeSingapore
- Department of Pharmacology, Yong Loo Lin School of MedicineNational University of SingaporeSingaporeSingapore
- Department of Biomedical Engineering, College of Design and EngineeringNational University of SingaporeSingaporeSingapore
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4
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Chiba S, Lim KRQ, Sheri N, Anwar S, Erkut E, Shah MNA, Aslesh T, Woo S, Sheikh O, Maruyama R, Takano H, Kunitake K, Duddy W, Okuno Y, Aoki Y, Yokota T. eSkip-Finder: a machine learning-based web application and database to identify the optimal sequences of antisense oligonucleotides for exon skipping. Nucleic Acids Res 2021; 49:W193-W198. [PMID: 34104972 PMCID: PMC8265194 DOI: 10.1093/nar/gkab442] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Revised: 04/18/2021] [Accepted: 05/12/2021] [Indexed: 01/13/2023] Open
Abstract
Exon skipping using antisense oligonucleotides (ASOs) has recently proven to be a powerful tool for mRNA splicing modulation. Several exon-skipping ASOs have been approved to treat genetic diseases worldwide. However, a significant challenge is the difficulty in selecting an optimal sequence for exon skipping. The efficacy of ASOs is often unpredictable, because of the numerous factors involved in exon skipping. To address this gap, we have developed a computational method using machine-learning algorithms that factors in many parameters as well as experimental data to design highly effective ASOs for exon skipping. eSkip-Finder (https://eskip-finder.org) is the first web-based resource for helping researchers identify effective exon skipping ASOs. eSkip-Finder features two sections: (i) a predictor of the exon skipping efficacy of novel ASOs and (ii) a database of exon skipping ASOs. The predictor facilitates rapid analysis of a given set of exon/intron sequences and ASO lengths to identify effective ASOs for exon skipping based on a machine learning model trained by experimental data. We confirmed that predictions correlated well with in vitro skipping efficacy of sequences that were not included in the training data. The database enables users to search for ASOs using queries such as gene name, species, and exon number.
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Affiliation(s)
- Shuntaro Chiba
- HPC- and AI-driven Drug Development Platform Division, RIKEN Center for Computational Science, Yokohama 230-0045, Japan
| | - Kenji Rowel Q Lim
- Department of Medical Genetics, University of Alberta Faculty of Medicine and Dentistry, 8613-114 St, Edmonton, AB, Canada
| | - Narin Sheri
- Department of Medical Genetics, University of Alberta Faculty of Medicine and Dentistry, 8613-114 St, Edmonton, AB, Canada
| | - Saeed Anwar
- Department of Medical Genetics, University of Alberta Faculty of Medicine and Dentistry, 8613-114 St, Edmonton, AB, Canada
| | - Esra Erkut
- Department of Medical Genetics, University of Alberta Faculty of Medicine and Dentistry, 8613-114 St, Edmonton, AB, Canada
| | - Md Nur Ahad Shah
- Department of Medical Genetics, University of Alberta Faculty of Medicine and Dentistry, 8613-114 St, Edmonton, AB, Canada
| | - Tejal Aslesh
- Department of Medical Genetics, University of Alberta Faculty of Medicine and Dentistry, 8613-114 St, Edmonton, AB, Canada
| | - Stanley Woo
- Department of Medical Genetics, University of Alberta Faculty of Medicine and Dentistry, 8613-114 St, Edmonton, AB, Canada
| | - Omar Sheikh
- Department of Medical Genetics, University of Alberta Faculty of Medicine and Dentistry, 8613-114 St, Edmonton, AB, Canada
| | - Rika Maruyama
- Department of Medical Genetics, University of Alberta Faculty of Medicine and Dentistry, 8613-114 St, Edmonton, AB, Canada
| | - Hiroaki Takano
- HPC- and AI-driven Drug Development Platform Division, RIKEN Center for Computational Science, Yokohama 230-0045, Japan
| | - Katsuhiko Kunitake
- Department of Molecular Therapy, National Institute of Neuroscience, National Center of Neurology and Psychiatry (NCNP), Kodaira, Tokyo 187-8551, Japan
| | - William Duddy
- Northern Ireland Center for Stratified Medicine, Biomedical Sciences Research Institute, C-TRIC, Altnagelvin Hospital Campus, Ulster University, Londonderry BT47 6SB, UK
| | - Yasushi Okuno
- HPC- and AI-driven Drug Development Platform Division, RIKEN Center for Computational Science, Yokohama 230-0045, Japan.,Department of Biomedical Data Intelligence, Graduate School of Medicine, Kyoto University, Kyoto 606-8507, Japan
| | - Yoshitsugu Aoki
- Department of Molecular Therapy, National Institute of Neuroscience, National Center of Neurology and Psychiatry (NCNP), Kodaira, Tokyo 187-8551, Japan
| | - Toshifumi Yokota
- Department of Medical Genetics, University of Alberta Faculty of Medicine and Dentistry, 8613-114 St, Edmonton, AB, Canada
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5
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Ceccarello E, Tabaglio T, Koh S, Oei V, Teo W, Jonathan OJ, Pavesi A, Chen Q, Bertoletti A, Wee KB, Guccione E. Splice-Switching Antisense Oligonucleotides as a Targeted Intrinsic Engineering Tool for Generating Armored Redirected T Cells. Nucleic Acid Ther 2021; 31:145-154. [PMID: 33567222 PMCID: PMC7997720 DOI: 10.1089/nat.2020.0905] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Modification of specificity of T cells for the use in adoptive transfer (CAR- or TCR-redirected T cells) has revolutionized the therapy of liquid tumors and some infectious diseases. However, several obstacles are still hampering the efficacy of such potent therapy, hence concurrent modification of the function is also required to obtain successful results. Here we show the use of splice-switching antisense oligonucleotides (SSOs) as a tool to transiently modify T cell function. We demonstrate the possibility to transfect SSOs and an exogenous TCR into primary human T cells in the same electroporation reaction, without affecting viability and function of the transfected T lymphocytes. Moreover, we show that SSOs targeting T cell-specific mRNAs induce the skipping of the targeted exons, and the reduction of the protein and consequent modification of T cell function. This technical work paves the way to the use of SSOs in immune cells, not only for the knockdown of the functional isoform of the targeted proteins, but also for the protein manipulation by elimination of specific domains encoded by targeted exons.
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Affiliation(s)
- Erica Ceccarello
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.,Duke-NUS Medical School, Singapore, Singapore.,IMMUNOA Pte Ltd, Singapore, Singapore
| | - Tommaso Tabaglio
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Sarene Koh
- Lion TCR Pte Ltd, Singapore, Singapore.,Singapore Immunology Network, Agency for Science and Technology (A*STAR), Singapore, Singapore
| | - Vincent Oei
- Duke-NUS Medical School, Singapore, Singapore
| | - Winnie Teo
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Owen Julianto Jonathan
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Andrea Pavesi
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Qingfeng Chen
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | | | - Keng Boon Wee
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Ernesto Guccione
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.,Department of Oncological Sciences and Pharmacological Sciences, Center for Therapeutics Discovery, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, New York, USA
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6
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Akpulat U, Wang H, Becker K, Contreras A, Partridge TA, Novak JS, Cirak S. Shorter Phosphorodiamidate Morpholino Splice-Switching Oligonucleotides May Increase Exon-Skipping Efficacy in DMD. MOLECULAR THERAPY-NUCLEIC ACIDS 2018; 13:534-542. [PMID: 30396145 PMCID: PMC6222172 DOI: 10.1016/j.omtn.2018.10.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/20/2018] [Revised: 10/03/2018] [Accepted: 10/04/2018] [Indexed: 12/20/2022]
Abstract
Duchenne muscular dystrophy is a fatal muscle disease, caused by mutations in DMD, leading to loss of dystrophin expression. Phosphorodiamidate morpholino splice-switching oligonucleotides (PMO-SSOs) have been used to elicit the restoration of a partially functional truncated dystrophin by excluding disruptive exons from the DMD messenger. The 30-mer PMO eteplirsen (EXONDYS51) developed for exon 51 skipping is the first dystrophin-restoring, conditionally FDA-approved drug in history. Clinical trials had shown a dose-dependent variable and patchy dystrophin restoration. The main obstacle for efficient dystrophin restoration is the inadequate uptake of PMOs into skeletal muscle fibers at low doses. The excessive cost of longer PMOs has limited the utilization of higher dosing. We designed shorter 25-mer PMOs directed to the same eteplirsen-targeted region of exon 51 and compared their efficacies in vitro and in vivo in the mdx52 murine model. Our results showed that skipped-dystrophin induction was comparable between the 30-mer PMO sequence of eteplirsen and one of the shorter PMOs, while the other 25-mer PMOs showed lower exon-skipping efficacies. Shorter PMOs would make higher doses economically feasible, and high dosing would result in better drug uptake into muscle, induce higher levels of dystrophin restoration in DMD muscle, and, ultimately, increase the clinical efficacy.
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Affiliation(s)
- Ugur Akpulat
- Center for Molecular Medicine Cologne (CMMC), University of Cologne, Cologne 50931, Germany; Department of Pediatrics, University Hospital Cologne, Cologne 50937, Germany; Department of Medical Biology, Faculty of Medicine, Kastamonu University, Kastamonu 37100, Turkey
| | - Haicui Wang
- Center for Molecular Medicine Cologne (CMMC), University of Cologne, Cologne 50931, Germany; Department of Pediatrics, University Hospital Cologne, Cologne 50937, Germany
| | - Kerstin Becker
- Center for Molecular Medicine Cologne (CMMC), University of Cologne, Cologne 50931, Germany; Department of Pediatrics, University Hospital Cologne, Cologne 50937, Germany
| | - Adriana Contreras
- Center for Molecular Medicine Cologne (CMMC), University of Cologne, Cologne 50931, Germany; Department of Pediatrics, University Hospital Cologne, Cologne 50937, Germany
| | - Terence A Partridge
- Center for Genetic Medicine Research, Children's Research Institute, Children's National Health System, Washington, DC 20010, USA; Department of Genomics and Precision Medicine, The George Washington University School of Medicine and Health Sciences, Washington, DC 20010, USA
| | - James S Novak
- Center for Genetic Medicine Research, Children's Research Institute, Children's National Health System, Washington, DC 20010, USA; Department of Genomics and Precision Medicine, The George Washington University School of Medicine and Health Sciences, Washington, DC 20010, USA
| | - Sebahattin Cirak
- Center for Molecular Medicine Cologne (CMMC), University of Cologne, Cologne 50931, Germany.
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7
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Watanabe N, Nagata T, Satou Y, Masuda S, Saito T, Kitagawa H, Komaki H, Takagaki K, Takeda S. NS-065/NCNP-01: An Antisense Oligonucleotide for Potential Treatment of Exon 53 Skipping in Duchenne Muscular Dystrophy. MOLECULAR THERAPY. NUCLEIC ACIDS 2018; 13:442-449. [PMID: 30388618 PMCID: PMC6202794 DOI: 10.1016/j.omtn.2018.09.017] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/01/2018] [Revised: 09/24/2018] [Accepted: 09/24/2018] [Indexed: 01/16/2023]
Abstract
Duchenne muscular dystrophy (DMD), the most common lethal heritable childhood disease, is caused by mutations in the DMD gene that result in the absence of functional dystrophin protein. Exon skipping mediated by antisense oligonucleotides has recently emerged as an effective approach for the restoration of dystrophin, and skipping of exon 51 of DMD has received accelerated approval. Identifying antisense sequences that can provide the highest possible skipping efficiency is crucial for future clinical applications. Herein, we systematically tested two-step antisense oligonucleotide walks along human DMD exon 53 in order to define sequence-dependent effects of antisense oligonucleotide binding sites in human rhabdomyosarcoma cell lines. The first rough whole-exon 53 walk enabled the identification of a target region, and a second walk of this region was used to determine an optimal antisense oligonucleotide sequence (NS-065/NCNP-01) for exon 53 skipping. This oligonucleotide strongly promoted exon 53 skipping in a dose-dependent manner during pre-mRNA splicing in rhabdomyosarcoma and DMD patient-derived cells, and it restored dystrophin protein levels in patient-derived cells. NS-065/NCNP-01, a phosphorodiamidate morpholino oligomer, appears to be a promising candidate for treating exon 53 skipping, and it is potentially applicable to 10.1% of patients with DMD.
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Affiliation(s)
- Naoki Watanabe
- Discovery Research Laboratories in Tsukuba, Nippon Shinyaku Co., Ltd., Tsukuba, Ibaraki, Japan
| | - Tetsuya Nagata
- Department of Molecular Therapy, National Institute of Neuroscience, National Center of Neurology and Psychiatry (NCNP), Kodaira, Tokyo, Japan; Department of Neurology and Neurological Science, Graduate School of Medicine, Tokyo Medical and Dental University, Tokyo, Japan
| | - Youhei Satou
- Discovery Research Laboratories in Tsukuba, Nippon Shinyaku Co., Ltd., Tsukuba, Ibaraki, Japan
| | - Satoru Masuda
- Department of Molecular Therapy, National Institute of Neuroscience, National Center of Neurology and Psychiatry (NCNP), Kodaira, Tokyo, Japan
| | - Takashi Saito
- Department of Molecular Therapy, National Institute of Neuroscience, National Center of Neurology and Psychiatry (NCNP), Kodaira, Tokyo, Japan
| | - Hidetoshi Kitagawa
- Discovery Research Laboratories in Tsukuba, Nippon Shinyaku Co., Ltd., Tsukuba, Ibaraki, Japan
| | - Hirofumi Komaki
- Department of Molecular Therapy, National Institute of Neuroscience, National Center of Neurology and Psychiatry (NCNP), Kodaira, Tokyo, Japan
| | - Kazuchika Takagaki
- Discovery Research Laboratories in Tsukuba, Nippon Shinyaku Co., Ltd., Tsukuba, Ibaraki, Japan
| | - Shin'ichi Takeda
- Department of Molecular Therapy, National Institute of Neuroscience, National Center of Neurology and Psychiatry (NCNP), Kodaira, Tokyo, Japan.
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8
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Tabaglio T, Low DH, Teo WKL, Goy PA, Cywoniuk P, Wollmann H, Ho J, Tan D, Aw J, Pavesi A, Sobczak K, Wee DKB, Guccione E. MBNL1 alternative splicing isoforms play opposing roles in cancer. Life Sci Alliance 2018; 1:e201800157. [PMID: 30456384 PMCID: PMC6238595 DOI: 10.26508/lsa.201800157] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2018] [Revised: 08/27/2018] [Accepted: 08/29/2018] [Indexed: 12/20/2022] Open
Abstract
MBNL1 proteins lacking exon 7 (−ex7) are antisurvival factors with tumor suppressive role that cancer cells tend to down-regulate in favor of MBNL +ex7 isoforms. The extent of and the oncogenic role played by alternative splicing (AS) in cancer are well documented. Nonetheless, only few studies have attempted to dissect individual gene function at an isoform level. Here, we focus on the AS of splicing factors during prostate cancer progression, as these factors are known to undergo extensive AS and have the potential to affect hundreds of downstream genes. We identified exon 7 (ex7) in the MBNL1 (Muscleblind-like 1) transcript as being the most differentially included exon in cancer, both in cell lines and in patients' samples. In contrast, MBNL1 overall expression was down-regulated, consistently with its described role as a tumor suppressor. This observation holds true in the majority of cancer types analyzed. We first identified components associated to the U2 splicing complex (SF3B1, SF3A1, and PHF5A) as required for efficient ex7 inclusion and we confirmed that this exon is fundamental for MBNL1 protein homodimerization. We next used splice-switching antisense oligonucleotides (AONs) or siRNAs to compare the effect of MBNL1 splicing isoform switching with knockdown. We report that whereas the absence of MBNL1 is tolerated in cancer cells, the expression of isoforms lacking ex7 (MBNL1 Δex7) induces DNA damage and inhibits cell viability and migration, acting as dominant negative proteins. Our data demonstrate the importance of studying gene function at the level of alternative spliced isoforms and support our conclusion that MBNL1 Δex7 proteins are antisurvival factors with a defined tumor suppressive role that cancer cells tend to down-regulate in favor of MBNL +ex7 isoforms.
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Affiliation(s)
- Tommaso Tabaglio
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research, Singapore.,Department of Biochemistry, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Diana Hp Low
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research, Singapore.,Cancer Science Institute, Singapore
| | - Winnie Koon Lay Teo
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research, Singapore
| | - Pierre Alexis Goy
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research, Singapore.,Department of Biochemistry, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Piotr Cywoniuk
- Department of Gene Expression, Institute of Molecular Biology and Biotechnology, Adam Mickiewicz University, Poznan, Poland
| | - Heike Wollmann
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research, Singapore
| | - Jessica Ho
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research, Singapore
| | - Damien Tan
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research, Singapore
| | - Joey Aw
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research, Singapore
| | - Andrea Pavesi
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research, Singapore
| | - Krzysztof Sobczak
- Department of Gene Expression, Institute of Molecular Biology and Biotechnology, Adam Mickiewicz University, Poznan, Poland
| | - Dave Keng Boon Wee
- Institute of High Performance Computing, Agency for Science, Technology and Research, Singapore.,Bioinformatics Institute, Agency for Science, Technology and Research, Singapore
| | - Ernesto Guccione
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research, Singapore.,Department of Biochemistry, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.,Cancer Science Institute, Singapore.,National Cancer Centre Singapore, Singapore.,Department of Oncological Sciences, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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9
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Nakamura A, Aoki Y, Tsoumpra M, Yokota T, Takeda S. In Vitro Multiexon Skipping by Antisense PMOs in Dystrophic Dog and Exon 7-Deleted DMD Patient. Methods Mol Biol 2018; 1828:151-163. [PMID: 30171540 PMCID: PMC6557157 DOI: 10.1007/978-1-4939-8651-4_9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Antisense oligonucleotide induced exon skipping emerges as a promising therapeutic strategy for patients suffering from a devastating muscle disorder Duchenne muscular dystrophy (DMD). Systemic administration of antisense phosphorodiamidate morpholino oligomers (PMOs) targeting exons 6 and 8 in dystrophin mRNA of the canine X-linked muscular dystrophy model in Japan (CXMDJ) that lacks exon 7, restored dystrophin expression throughout skeletal muscle and ameliorated skeletal muscle pathology and function. However, the antisense PMO regime used in CXMDJ could not be considered for a direct application to DMD patients so far, because this type of mutation is quite rare. We have identified a DMD patient with an exon 7 deletion; and tried a direct translation of the antisense PMOs used in dog models to the DMD patient's cells. We converted fibroblasts obtained from CXMDJ dogs and from the DMD patient to myotubes by MyoD transduction using fluorescence-activated cell sorting (FACS). We subsequently designed antisense PMOs targeting identical regions of dog and human dystrophin exons 6 and 8 and administered them as a cocktail to the in vitro generated dog or human myotubes. In both cases, we observed comparable skipping efficacy of exons 6 and 8 and restoration of dystrophin protein. The accompanying skipping of exon 9, which does not alter the reading frame, varied according to the cell origin. The antisense PMOs originally administered to the CXMDJ dog model were capable of inducing multi-exon skipping of the dystrophin gene on the FACS-aided MyoD-transduced fibroblasts derived from an exon 7-deleted DMD patient. These data support the suitability of dog as a laboratory model for DMD because the similarity of dystrophin sequences allowed a successful translation of the dog's PMOs to DMD patients cells.
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Affiliation(s)
- Akinori Nakamura
- Third Department of Medicine, Shinshu University School of Medicine, Matsumoto, Japan.
- Department of Neurology, Matsumoto Medical Center, National Hospital Organization, Matsumoto, Japan.
| | - Yoshitsugu Aoki
- Department of Molecular Therapy, National Institute of Neuroscience, National Center of Neurology and Psychiatry, Kodaira, Japan
| | - Maria Tsoumpra
- Department of Molecular Therapy, National Institute of Neuroscience, National Center of Neurology and Psychiatry, Kodaira, Japan
| | - Toshifumi Yokota
- Department of Medical Genetics, University of Alberta Faculty of Medicine and Dentistry, Edmonton, AB, Canada
| | - Shin'ichi Takeda
- Department of Molecular Therapy, National Institute of Neuroscience, National Center of Neurology and Psychiatry, Kodaira, Japan
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10
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Lin J, Lee JHJ, Paramasivam K, Pathak E, Wang Z, Pramono ZAD, Lim B, Wee KB, Surana U. Induced-Decay of Glycine Decarboxylase Transcripts as an Anticancer Therapeutic Strategy for Non-Small-Cell Lung Carcinoma. MOLECULAR THERAPY-NUCLEIC ACIDS 2017; 9:263-273. [PMID: 29246305 PMCID: PMC5675722 DOI: 10.1016/j.omtn.2017.10.001] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/23/2017] [Revised: 10/03/2017] [Accepted: 10/03/2017] [Indexed: 01/04/2023]
Abstract
Self-renewing tumor-initiating cells (TICs) are thought to be responsible for tumor recurrence and chemo-resistance. Glycine decarboxylase, encoded by the GLDC gene, is reported to be overexpressed in TIC-enriched primary non-small-cell lung carcinoma (NSCLC). GLDC is a component of the mitochondrial glycine cleavage system, and its high expression is required for growth and tumorigenic capacity. Currently, there are no therapeutic agents against GLDC. As a therapeutic strategy, we have designed and tested splicing-modulating steric hindrance antisense oligonucleotides (shAONs) that efficiently induce exon skipping (half maximal inhibitory concentration [IC50] at 3.5–7 nM), disrupt the open reading frame (ORF) of GLDC transcript (predisposing it for nonsense-mediated decay), halt cell proliferation, and prevent colony formation in both A549 cells and TIC-enriched NSCLC tumor sphere cells (TS32). One candidate shAON causes 60% inhibition of tumor growth in mice transplanted with TS32. Thus, our shAONs candidates can effectively inhibit the expression of NSCLC-associated metabolic enzyme GLDC and may have promising therapeutic implications.
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Affiliation(s)
- Jing Lin
- Bioinformatics Institute, A*STAR, 30 Biopolis Street, Singapore 138671, Singapore; Institute of High Performance Computing, A*STAR, 1 Fusionopolis Way, Singapore 138632, Singapore
| | - Jia Hui Jane Lee
- Genome Institute of Singapore, A*STAR, 60 Biopolis Street, Singapore 138672, Singapore
| | - Kathirvel Paramasivam
- Department of Pharmacology, National University of Singapore, 16 Medical Drive, Singapore 117660, Singapore
| | - Elina Pathak
- Genome Institute of Singapore, A*STAR, 60 Biopolis Street, Singapore 138672, Singapore
| | - Zhenxun Wang
- Genome Institute of Singapore, A*STAR, 60 Biopolis Street, Singapore 138672, Singapore
| | | | - Bing Lim
- Genome Institute of Singapore, A*STAR, 60 Biopolis Street, Singapore 138672, Singapore
| | - Keng Boon Wee
- Bioinformatics Institute, A*STAR, 30 Biopolis Street, Singapore 138671, Singapore; Institute of High Performance Computing, A*STAR, 1 Fusionopolis Way, Singapore 138632, Singapore.
| | - Uttam Surana
- Department of Pharmacology, National University of Singapore, 16 Medical Drive, Singapore 117660, Singapore; Bioprocessing Technology Institute, A*STAR, 20 Biopolis Way, Singapore 138668, Singapore; Institute of Molecular and Cellular Biology, A*STAR, 61 Biopolis Drive, Singapore 138673, Singapore.
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11
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Discovery of Influenza A Virus Sequence Pairs and Their Combinations for Simultaneous Heterosubtypic Targeting that Hedge against Antiviral Resistance. PLoS Comput Biol 2016; 12:e1004663. [PMID: 26771381 PMCID: PMC4714944 DOI: 10.1371/journal.pcbi.1004663] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2014] [Accepted: 11/17/2015] [Indexed: 12/27/2022] Open
Abstract
The multiple circulating human influenza A virus subtypes coupled with the perpetual genomic mutations and segment reassortment events challenge the development of effective therapeutics. The capacity to drug most RNAs motivates the investigation on viral RNA targets. 123,060 segment sequences from 35,938 strains of the most prevalent subtypes also infecting humans-H1N1, 2009 pandemic H1N1, H3N2, H5N1 and H7N9, were used to identify 1,183 conserved RNA target sequences (≥15-mer) in the internal segments. 100% theoretical coverage in simultaneous heterosubtypic targeting is achieved by pairing specific sequences from the same segment ("Duals") or from two segments ("Doubles"); 1,662 Duals and 28,463 Doubles identified. By combining specific Duals and/or Doubles to form a target graph wherein an edge connecting two vertices (target sequences) represents a Dual or Double, it is possible to hedge against antiviral resistance besides maintaining 100% heterosubtypic coverage. To evaluate the hedging potential, we define the hedge-factor as the minimum number of resistant target sequences that will render the graph to become resistant i.e. eliminate all the edges therein; a target sequence or a graph is considered resistant when it cannot achieve 100% heterosubtypic coverage. In an n-vertices graph (n ≥ 3), the hedge-factor is maximal (= n- 1) when it is a complete graph i.e. every distinct pair in a graph is either a Dual or Double. Computational analyses uncover an extensive number of complete graphs of different sizes. Monte Carlo simulations show that the mutation counts and time elapsed for a target graph to become resistant increase with the hedge-factor. Incidentally, target sequences which were reported to reduce virus titre in experiments are included in our target graphs. The identity of target sequence pairs for heterosubtypic targeting and their combinations for hedging antiviral resistance are useful toolkits to construct target graphs for different therapeutic objectives.
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12
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Kamola PJ, Kitson JDA, Turner G, Maratou K, Eriksson S, Panjwani A, Warnock LC, Douillard Guilloux GA, Moores K, Koppe EL, Wixted WE, Wilson PA, Gooderham NJ, Gant TW, Clark KL, Hughes SA, Edbrooke MR, Parry JD. In silico and in vitro evaluation of exonic and intronic off-target effects form a critical element of therapeutic ASO gapmer optimization. Nucleic Acids Res 2015; 43:8638-50. [PMID: 26338776 PMCID: PMC4605310 DOI: 10.1093/nar/gkv857] [Citation(s) in RCA: 81] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2014] [Accepted: 08/12/2015] [Indexed: 11/23/2022] Open
Abstract
With many safety and technical limitations partly mitigated through chemical modifications, antisense oligonucleotides (ASOs) are gaining recognition as therapeutic entities. The increase in potency realized by ‘third generation chemistries’ may, however, simultaneously increase affinity to unintended targets with partial sequence complementarity. However, putative hybridization-dependent off-target effects (OTEs), a risk historically regarded as low, are not being adequately investigated. Here we show an unexpectedly high OTEs confirmation rate during screening of fully phosphorothioated (PS)-LNA gapmer ASOs designed against the BACH1 transcript. We demonstrate in vitro mRNA and protein knockdown of off-targets with a wide range of mismatch (MM) and gap patterns. Furthermore, with RNase H1 activity residing within the nucleus, hybridization predicted against intronic regions of pre-mRNAs was tested and confirmed. This dramatically increased ASO-binding landscape together with relatively high potency of such interactions translates into a considerable safety concern. We show here that with base pairing-driven target recognition it is possible to predict the putative off-targets and address the liability during lead design and optimization phases. Moreover, in silico analysis performed against both primary as well as spliced transcripts will be invaluable in elucidating the mechanism behind the hepatoxicity observed with some LNA-modified gapmers.
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Affiliation(s)
- Piotr J Kamola
- Department of Surgery and Cancer, Imperial College London, London SW7 2AZ, UK GlaxoSmithKline R&D, Ware SG12 0DP, UK GlaxoSmithKline R&D, Stevenage SG1 2NY, UK Centre for Radiation, Chemical and Environmental Hazards, Public Health England, Harwell Science and Innovation Campus OX11 0RQ, UK
| | | | | | | | | | | | | | | | | | | | | | | | - Nigel J Gooderham
- Department of Surgery and Cancer, Imperial College London, London SW7 2AZ, UK
| | - Timothy W Gant
- Centre for Radiation, Chemical and Environmental Hazards, Public Health England, Harwell Science and Innovation Campus OX11 0RQ, UK
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13
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Koh CM, Bezzi M, Low DHP, Ang WX, Teo SX, Gay FPH, Al-Haddawi M, Tan SY, Osato M, Sabò A, Amati B, Wee KB, Guccione E. MYC regulates the core pre-mRNA splicing machinery as an essential step in lymphomagenesis. Nature 2015; 523:96-100. [PMID: 25970242 DOI: 10.1038/nature14351] [Citation(s) in RCA: 291] [Impact Index Per Article: 29.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2014] [Accepted: 02/24/2015] [Indexed: 12/29/2022]
Abstract
Deregulated expression of the MYC transcription factor occurs in most human cancers and correlates with high proliferation, reprogrammed cellular metabolism and poor prognosis. Overexpressed MYC binds to virtually all active promoters within a cell, although with different binding affinities, and modulates the expression of distinct subsets of genes. However, the critical effectors of MYC in tumorigenesis remain largely unknown. Here we show that during lymphomagenesis in Eµ-myc transgenic mice, MYC directly upregulates the transcription of the core small nuclear ribonucleoprotein particle assembly genes, including Prmt5, an arginine methyltransferase that methylates Sm proteins. This coordinated regulatory effect is critical for the core biogenesis of small nuclear ribonucleoprotein particles, effective pre-messenger-RNA splicing, cell survival and proliferation. Our results demonstrate that MYC maintains the splicing fidelity of exons with a weak 5' donor site. Additionally, we identify pre-messenger-RNAs that are particularly sensitive to the perturbation of the MYC-PRMT5 axis, resulting in either intron retention (for example, Dvl1) or exon skipping (for example, Atr, Ep400). Using antisense oligonucleotides, we demonstrate the contribution of these splicing defects to the anti-proliferative/apoptotic phenotype observed in PRMT5-depleted Eµ-myc B cells. We conclude that, in addition to its well-documented oncogenic functions in transcription and translation, MYC also safeguards proper pre-messenger-RNA splicing as an essential step in lymphomagenesis.
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Affiliation(s)
- Cheryl M Koh
- Institute of Molecular and Cell Biology (IMCB), A*STAR (Agency for Science, Technology and Research), Singapore 138673, Singapore
| | - Marco Bezzi
- 1] Institute of Molecular and Cell Biology (IMCB), A*STAR (Agency for Science, Technology and Research), Singapore 138673, Singapore [2] Department of Biochemistry, Yong Loo Lin School of Medicine, National University of Singapore, 8 Medical Drive, Singapore 117597, Singapore
| | - Diana H P Low
- Institute of Molecular and Cell Biology (IMCB), A*STAR (Agency for Science, Technology and Research), Singapore 138673, Singapore
| | - Wei Xia Ang
- Institute of Molecular and Cell Biology (IMCB), A*STAR (Agency for Science, Technology and Research), Singapore 138673, Singapore
| | - Shun Xie Teo
- Institute of Molecular and Cell Biology (IMCB), A*STAR (Agency for Science, Technology and Research), Singapore 138673, Singapore
| | - Florence P H Gay
- Institute of Molecular and Cell Biology (IMCB), A*STAR (Agency for Science, Technology and Research), Singapore 138673, Singapore
| | - Muthafar Al-Haddawi
- Institute of Molecular and Cell Biology (IMCB), A*STAR (Agency for Science, Technology and Research), Singapore 138673, Singapore
| | - Soo Yong Tan
- Institute of Molecular and Cell Biology (IMCB), A*STAR (Agency for Science, Technology and Research), Singapore 138673, Singapore
| | - Motomi Osato
- Cancer Science Institute of Singapore (CSI), National University of Singapore, 14 Medical Drive, Singapore 117599, Singapore
| | - Arianna Sabò
- Center for Genomic Science of IIT@SEMM, Fondazione Istituto Italiano di Tecnologia (IIT), Via Adamello 16, 20139 Milan, Italy
| | - Bruno Amati
- 1] Center for Genomic Science of IIT@SEMM, Fondazione Istituto Italiano di Tecnologia (IIT), Via Adamello 16, 20139 Milan, Italy [2] Department of Experimental Oncology, European Institute of Oncology (IEO), Via Adamello 16, 20139 Milan, Italy
| | - Keng Boon Wee
- 1] Institute of High Performance Computing (IHPC), A*STAR (Agency for Science, Technology and Research), Connexis, Singapore 138632, Singapore [2] Bioinformatics Institute (BII), A*STAR (Agency for Science, Technology and Research), Singapore 138671, Singapore
| | - Ernesto Guccione
- 1] Institute of Molecular and Cell Biology (IMCB), A*STAR (Agency for Science, Technology and Research), Singapore 138673, Singapore [2] Department of Biochemistry, Yong Loo Lin School of Medicine, National University of Singapore, 8 Medical Drive, Singapore 117597, Singapore [3] Cancer Science Institute of Singapore (CSI), National University of Singapore, 14 Medical Drive, Singapore 117599, Singapore
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14
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Echigoya Y, Mouly V, Garcia L, Yokota T, Duddy W. In silico screening based on predictive algorithms as a design tool for exon skipping oligonucleotides in Duchenne muscular dystrophy. PLoS One 2015; 10:e0120058. [PMID: 25816009 PMCID: PMC4376395 DOI: 10.1371/journal.pone.0120058] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2014] [Accepted: 02/03/2015] [Indexed: 12/27/2022] Open
Abstract
The use of antisense 'splice-switching' oligonucleotides to induce exon skipping represents a potential therapeutic approach to various human genetic diseases. It has achieved greatest maturity in exon skipping of the dystrophin transcript in Duchenne muscular dystrophy (DMD), for which several clinical trials are completed or ongoing, and a large body of data exists describing tested oligonucleotides and their efficacy. The rational design of an exon skipping oligonucleotide involves the choice of an antisense sequence, usually between 15 and 32 nucleotides, targeting the exon that is to be skipped. Although parameters describing the target site can be computationally estimated and several have been identified to correlate with efficacy, methods to predict efficacy are limited. Here, an in silico pre-screening approach is proposed, based on predictive statistical modelling. Previous DMD data were compiled together and, for each oligonucleotide, some 60 descriptors were considered. Statistical modelling approaches were applied to derive algorithms that predict exon skipping for a given target site. We confirmed (1) the binding energetics of the oligonucleotide to the RNA, and (2) the distance in bases of the target site from the splice acceptor site, as the two most predictive parameters, and we included these and several other parameters (while discounting many) into an in silico screening process, based on their capacity to predict high or low efficacy in either phosphorodiamidate morpholino oligomers (89% correctly predicted) and/or 2'O Methyl RNA oligonucleotides (76% correctly predicted). Predictions correlated strongly with in vitro testing for sixteen de novo PMO sequences targeting various positions on DMD exons 44 (R² 0.89) and 53 (R² 0.89), one of which represents a potential novel candidate for clinical trials. We provide these algorithms together with a computational tool that facilitates screening to predict exon skipping efficacy at each position of a target exon.
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Affiliation(s)
- Yusuke Echigoya
- University of Alberta, Faculty of Medicine and Dentistry, Department of Medical Genetics, Edmonton, Alberta, Canada
| | - Vincent Mouly
- UPMC-Sorbonne Universités-Univ. Paris 6, UPMC/INSERM UMRS974, CNRS FRE 3617, Center of Research in Myology, Paris, 75651 cedex 13, France
| | - Luis Garcia
- UFR des Sciences de la Santé, Université de Versailles Saint-Quentin-en-Yvelines, 78180 Montigny-le-Bretonneux, France
| | - Toshifumi Yokota
- University of Alberta, Faculty of Medicine and Dentistry, Department of Medical Genetics, Edmonton, Alberta, Canada; Muscular Dystrophy Canada Research Chair, University of Alberta, Edmonton, Alberta, Canada
| | - William Duddy
- UPMC-Sorbonne Universités-Univ. Paris 6, UPMC/INSERM UMRS974, CNRS FRE 3617, Center of Research in Myology, Paris, 75651 cedex 13, France
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15
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Dual masking of specific negative splicing regulatory elements resulted in maximal exon 7 inclusion of SMN2 gene. Mol Ther 2013; 22:854-61. [PMID: 24317636 DOI: 10.1038/mt.2013.276] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2013] [Accepted: 12/01/2013] [Indexed: 12/18/2022] Open
Abstract
Spinal muscular atrophy (SMA) is a fatal autosomal recessive disease caused by survival motor neuron (SMN) protein insufficiency due to SMN1 mutations. Boosting SMN2 expression is a potential therapy for SMA. SMN2 has identical coding sequence as SMN1 except for a silent C-to-T transition at the 6th nucleotide of exon 7, converting a splicing enhancer to a silencer motif. Consequently, most SMN2 transcripts lack exon 7. More than ten putative splicing regulatory elements (SREs) were reported to regulate exon 7 splicing. To investigate the relative strength of each negative SRE in inhibiting exon 7 inclusion, antisense oligonucleotides (AONs) were used to mask each element, and the fold increase of full-length SMN transcripts containing exon 7 were compared. The most potent negative SREs are at intron 7 (in descending order): ISS-N1, 3' splice site of exon 8 (ex8 3'ss) and ISS+100. Dual-targeting AONs were subsequently used to mask two nonadjacent SREs simultaneously. Notably, masking of both ISS-N1 and ex8 3'ss induced the highest fold increase of full-length SMN transcripts and proteins. Therefore, efforts should be directed towards the two elements simultaneously for the development of optimal AONs for SMA therapy.
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16
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Mizrahi RA, Schirle NT, Beal PA. Potent and selective inhibition of A-to-I RNA editing with 2'-O-methyl/locked nucleic acid-containing antisense oligoribonucleotides. ACS Chem Biol 2013; 8:832-9. [PMID: 23394403 DOI: 10.1021/cb300692k] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
ADARs (adenosine deaminases acting on RNA) are RNA editing enzymes that bind double helical RNAs and deaminate select adenosines (A). The product inosine (I) is read during translation as guanosine (G), so such changes can alter codon meaning. ADAR-catalyzed A to I changes occur in coding sequences for several proteins of importance to the nervous system. However, these sites constitute only a very small fraction of known A to I sites in the human transcriptome, and the significance of editing at the vast majority sites is unknown at this time. Site-selective inhibitors of RNA editing are needed to advance our understanding of the function of editing at specific sites. Here we show that 2'-O-methyl/locked nucleic acid (LNA) mixmer antisense oligonucleotides are potent and selective inhibitors of RNA editing on two different target RNAs. These reagents are capable of binding with high affinity to RNA editing substrates and remodeling the secondary structure by a strand-invasion mechanism. The potency observed here for 2'-O-methyl/LNA mixmers suggests this backbone structure is superior to the morpholino backbone structure for inhibition of RNA editing. Finally, we demonstrate antisense inhibition of editing of the mRNA for the DNA repair glycosylase NEIL1 in cultured human cells, providing a new approach to exploring the link between RNA editing and the cellular response to oxidative DNA damage.
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Affiliation(s)
- Rena A. Mizrahi
- Department of Chemistry, University of California, Davis, California 95616, United States
| | - Nicole T. Schirle
- Department of Chemistry, University of California, Davis, California 95616, United States
| | - Peter A. Beal
- Department of Chemistry, University of California, Davis, California 95616, United States
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17
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Pramono ZAD, Wee KB, Wang JL, Chen YJ, Xiong QB, Lai PS, Yee WC. A prospective study in the rational design of efficient antisense oligonucleotides for exon skipping in the DMD gene. Hum Gene Ther 2012; 23:781-90. [PMID: 22486275 DOI: 10.1089/hum.2011.205] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Antisense oligonucleotide (AON)-mediated exon skipping to restore dystrophin expression in Duchenne muscular dystrophy (DMD) therapy shown promise in a number of human clinical trials. Current AON design methods are semi-empirical, involving either trial-and-error and/or preliminary experimentations. Therefore, a rational approach to design efficient AONs to address the wide spectrum of patients' mutations is desirable. Retrospective studies have extracted many AON design variables, but they were not tested prospectively to design AONs for skipping DMD exons. Not only did the variables differ among the various studies, no numerical cutoff for each variable was inferred, which makes their use in AON design difficult. The challenge is to thus select a minimal set of key independent variables that can consistently design efficient AONs. In this prospective study, a novel set of design variables with respective cutoff values was used to design 23 novel AONs, each to skip one of nine DMD exons. Nineteen AONs were found to be efficacious in inducing specific exon skipping (83% of total), of which 14 were considered efficient (61% of total), i.e., they induced exon skipping in >25% of total transcripts. Notably, the satisfactory success rates were achieved by using only three design variables; namely, co-transcriptional binding accessibility of target site, presence of exonic splicing enhancers, and target length. Retrospective analyses revealed that the most efficient AON in every exon targeted has the lowest average cumulative position (ACP) score. Taking the prospective and retrospective studies together, we propose that design guidelines recommend using the ACP score to select the most efficient AON for each exon.
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18
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Abstract
Antisense-mediated exon skipping is an attractive tool to study gene function as well as a promising therapeutic application for a number of diseases. In order for antisense oligonucleotides (AONs) to induce effective exon skipping during pre-mRNA splicing, they have to fulfill certain criteria. These include resistance against endo- and exonucleases and RNase H-induced cleavage and suitable thermodynamic properties. Furthermore, the AON-target sequence needs to be accessible and should contain sequence motives that are essential for proper inclusion of the exon into the mRNA. For most genes, only a few AONs have been designed, with the exception of the DMD gene, for which over 400 AONs targeting the majority of DMD exons have been reported. This allows retrospective analysis of effective and ineffective AONs to obtain guidelines to optimize future AON design.
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Affiliation(s)
- Annemieke Aartsma-Rus
- Department of Human Genetics, Leiden University Medical Center, Leiden, The Netherlands.
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19
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Lubkowska L, Maharjan AS, Komissarova N. RNA folding in transcription elongation complex: implication for transcription termination. J Biol Chem 2011; 286:31576-85. [PMID: 21730066 DOI: 10.1074/jbc.m111.249359] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Intrinsic transcription termination signal in DNA consists of a short inverted repeat followed by a T-rich stretch. Transcription of this sequence by RNA polymerase (RNAP) results in formation of a "termination hairpin" (TH) in the nascent RNA and in rapid dissociation of the transcription elongation complex (EC) at termination points located 7-8 nt downstream of the base of TH stem. RNAP envelops 15 nt of the RNA following RNA growing 3'-end, suggesting that folding of the TH is impeded by a tight protein environment when RNAP reaches the termination points. To monitor TH folding under this constraint, we halted Escherichia coli ECs at various distances downstream from a TH and treated them with single-strand specific RNase T1. The EC interfered with TH formation when halted at 6, 7, and 8, but not 9, nt downstream from the base of the potential stem. Thus, immediately before termination, the downstream arm of the TH is protected from complementary interactions with the upstream arm. This protection makes TH folding extremely sensitive to the sequence context, because the upstream arm easily engages in competing interactions with the rest of the nascent RNA. We demonstrate that by de-synchronizing TH formation and transcription of the termination points, this subtle competition significantly affects the efficiency of transcription termination. This finding can explain previous puzzling observations that sequences far upstream of the TH or point mutations in the terminator that preserve TH stability affect termination. These results can help understand other time sensitive co-transcriptional processes in pro- and eukaryotes.
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Affiliation(s)
- Lucyna Lubkowska
- NCI Center for Cancer Research, Frederick Cancer Research and Development Center, Frederick, Maryland 21702, USA
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Wilton SD, Fletcher S. Novel compounds for the treatment of Duchenne muscular dystrophy: emerging therapeutic agents. APPLICATION OF CLINICAL GENETICS 2011; 4:29-44. [PMID: 23776365 PMCID: PMC3681176 DOI: 10.2147/tacg.s8762] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
The identification of dystrophin and the causative role of mutations in this gene in Duchenne and Becker muscular dystrophies (D/BMD) was expected to lead to timely development of effective therapies. Despite over 20 years of research, corticosteroids remain the only available pharmacological treatment for DMD, although significant benefits and extended life have resulted from advances in the clinical care and management of DMD individuals. Effective treatment of DMD will require dystrophin restitution in skeletal, cardiac, and smooth muscles and nonmuscle tissues; however, modulation of muscle loss and regeneration has the potential to play an important role in altering the natural history of DMD, particularly in combination with other treatments. Emerging biological, molecular, and small molecule therapeutics are showing promise in ameliorating this devastating disease, and it is anticipated that regulatory environments will need to display some flexibility in order to accommodate the new treatment paradigms.
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Affiliation(s)
- Steve D Wilton
- Centre for Neuromuscular and Neurological Disorders, University of Western Australia, Crawley, Perth, WA, Australia
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Saito T, Nakamura A, Aoki Y, Yokota T, Okada T, Osawa M, Takeda S. Antisense PMO found in dystrophic dog model was effective in cells from exon 7-deleted DMD patient. PLoS One 2010; 5:e12239. [PMID: 20805873 PMCID: PMC2923599 DOI: 10.1371/journal.pone.0012239] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2010] [Accepted: 07/21/2010] [Indexed: 12/27/2022] Open
Abstract
Background Antisense oligonucleotide-induced exon skipping is a promising approach for treatment of Duchenne muscular dystrophy (DMD). We have systemically administered an antisense phosphorodiamidate morpholino oligomer (PMO) targeting dystrophin exons 6 and 8 to a dog with canine X-linked muscular dystrophy in Japan (CXMDJ) lacking exon 7 and achieved recovery of dystrophin in skeletal muscle. To date, however, antisense chemical compounds used in DMD animal models have not been directly applied to a DMD patient having the same type of exon deletion. We recently identified a DMD patient with an exon 7 deletion and tried direct translation of the antisense PMO used in dog models to the DMD patient's cells. Methodology/Principal Findings We converted fibroblasts of CXMDJ and the DMD patient to myotubes by FACS-aided MyoD transduction. Antisense PMOs targeting identical regions of dog and human dystrophin exons 6 and 8 were designed. These antisense PMOs were mixed and administered as a cocktail to either dog or human cells in vitro. In the CXMDJ and human DMD cells, we observed a similar efficacy of skipping of exons 6 and 8 and a similar extent of dystrophin protein recovery. The accompanying skipping of exon 9, which did not alter the reading frame, was different between cells of these two species. Conclusion/Significance Antisense PMOs, the effectiveness of which has been demonstrated in a dog model, achieved multi-exon skipping of dystrophin gene on the FACS-aided MyoD-transduced fibroblasts from an exon 7-deleted DMD patient, suggesting the feasibility of systemic multi-exon skipping in humans.
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Affiliation(s)
- Takashi Saito
- Department of Molecular Therapy, National Institute of Neuroscience, National Center of Neurology and Psychiatry, Kodaira, Tokyo, Japan
- Department of Pediatrics, School of Medicine, Tokyo Women's Medical University, Shinjuku, Tokyo, Japan
| | - Akinori Nakamura
- Department of Molecular Therapy, National Institute of Neuroscience, National Center of Neurology and Psychiatry, Kodaira, Tokyo, Japan
| | - Yoshitsugu Aoki
- Department of Molecular Therapy, National Institute of Neuroscience, National Center of Neurology and Psychiatry, Kodaira, Tokyo, Japan
| | - Toshifumi Yokota
- Research Center for Genetic Medicine, Children's National Medical Center, Washington, District of Columbia, United States of America
| | - Takashi Okada
- Department of Molecular Therapy, National Institute of Neuroscience, National Center of Neurology and Psychiatry, Kodaira, Tokyo, Japan
| | - Makiko Osawa
- Department of Pediatrics, School of Medicine, Tokyo Women's Medical University, Shinjuku, Tokyo, Japan
| | - Shin'ichi Takeda
- Department of Molecular Therapy, National Institute of Neuroscience, National Center of Neurology and Psychiatry, Kodaira, Tokyo, Japan
- * E-mail:
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22
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Aartsma-Rus A, Houlleberghs H, van Deutekom JCT, van Ommen GJB, 't Hoen PAC. Exonic sequences provide better targets for antisense oligonucleotides than splice site sequences in the modulation of Duchenne muscular dystrophy splicing. Oligonucleotides 2010; 20:69-77. [PMID: 20377429 DOI: 10.1089/oli.2009.0215] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Antisense-mediated exon skipping is currently the most promising therapeutic approach for Duchenne muscular dystrophy (DMD). The rationale is to use antisense oligonucleotides (AONs) to hide exons from the splicing machinery, causing them to be skipped from the mature mRNA. Thus, the mutated, out-of-frame dystrophin transcripts as seen in DMD are reframed, allowing the generation of internally deleted, partly functional dystrophin proteins, rather than prematurely truncated, nonfunctional ones. This approach is mutation specific, so multiple AONs targeting all internal DMD exons have been designed and tested. Here, we have retrospectively compared our own set of 156 exon-internal AONs and 256 AONs as present in patents and publications from Dr. Wilton (Australia), which includes exon-internal as well as splice site-targeting AONs. Effective AONs are significantly more often exon-internal and, as anticipated, have better thermodynamic properties. Comparison of splice site and exon-internal AONs revealed that exon-internal AONs are more efficient and target more predicted exonic splicing enhancer and less predicted exon splicing silencer sites, but also have better thermodynamic properties. This suggests that exons may be better AON targets than introns per se, because of their higher GC content, which generally will result in improved AON binding.
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Affiliation(s)
- Annemieke Aartsma-Rus
- Department of Human Genetics, Leiden University Medical Center, Leiden, The Netherlands.
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SUGITA H, TAKEDA S. Progress in muscular dystrophy research with special emphasis on gene therapy. PROCEEDINGS OF THE JAPAN ACADEMY. SERIES B, PHYSICAL AND BIOLOGICAL SCIENCES 2010; 86:748-756. [PMID: 20689232 PMCID: PMC3066538 DOI: 10.2183/pjab.86.748] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/14/2010] [Accepted: 06/03/2010] [Indexed: 05/29/2023]
Abstract
Duchenne muscular dystrophy (DMD) is an X-linked, progressive muscle-wasting disease caused by mutations in the DMD gene. Since the disease was described by physicians in the 19th century, information about the subject has been accumulated. One author (Sugita) was one of the coworkers who first reported that the serum creatine kinase (CK) level is elevated in progressive muscular dystrophy patients. Even 50 years after that first report, an elevated serum CK level is still the most useful marker in the diagnosis of DMD, a sensitive index of the state of skeletal muscle, and useful to evaluate therapeutic effects. In the latter half of this article, we describe recent progress in the therapy of DMD, with an emphasis on gene therapies, particularly exon skipping.
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Affiliation(s)
- Hideo SUGITA
- National Center of Neurology and Psychiatry, Tokyo, Japan
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Perales R, Bentley D. "Cotranscriptionality": the transcription elongation complex as a nexus for nuclear transactions. Mol Cell 2009; 36:178-91. [PMID: 19854129 DOI: 10.1016/j.molcel.2009.09.018] [Citation(s) in RCA: 286] [Impact Index Per Article: 17.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2009] [Revised: 07/07/2009] [Accepted: 08/06/2009] [Indexed: 12/27/2022]
Abstract
Much of the complex process of RNP biogenesis takes place at the gene cotranscriptionally. The target for RNA binding and processing factors is, therefore, not a solitary RNA molecule but, rather, a transcription elongation complex (TEC) comprising the growing nascent RNA and RNA polymerase traversing a chromatin template with associated passenger proteins. RNA maturation factors are not the only nuclear machines whose work is organized cotranscriptionally around the TEC scaffold. Additionally, DNA repair, covalent chromatin modification, "gene gating" at the nuclear pore, Ig gene hypermutation, and sister chromosome cohesion have all been demonstrated or suggested to involve a cotranscriptional component. From this perspective, TECs can be viewed as potent "community organizers" within the nucleus.
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Affiliation(s)
- Roberto Perales
- Department of Biochemistry and Molecular Genetics, University of Colorado School of Medicine, UCHSC, MS8101, P.O. Box 6511, Aurora CO, 80045, USA
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25
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Chou LS, Liu CSJ, Boese B, Zhang X, Mao R. DNA sequence capture and enrichment by microarray followed by next-generation sequencing for targeted resequencing: neurofibromatosis type 1 gene as a model. Clin Chem 2009; 56:62-72. [PMID: 19910506 DOI: 10.1373/clinchem.2009.132639] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
BACKGROUND The introduction and use of next-generation sequencing (NGS) techniques have taken genomic research into a new era; however, implementing such powerful techniques in diagnostics laboratories for applications such as resequencing of targeted disease genes requires attention to technical issues, including sequencing template enrichment, management of massive data, and high interference by homologous sequences. METHODS In this study, we investigated a process for enriching DNA samples that uses a customized high-density oligonucleotide microarray to enrich a targeted 280-kb region of the NF1 (neurofibromin 1) gene. The captured DNA was sequenced with the Roche/454 GS FLX system. Two NF1 samples (CN1 and CN2) with known genotypes were tested with this protocol. RESULTS Targeted microarray capture may also capture sequences from nontargeted regions in the genome. The capture specificity estimated for the targeted NF1 region was approximately 60%. The de novo Alu insertion was partially detected in sample CN1 by additional de novo assembly with 50% base-match stringency; the single-base deletion in sample CN2 was successfully detected by reference mapping. Interferences by pseudogene sequences were removed by means of dual-mode reference-mapping analysis, which reduced the risk of generating false-positive data. The risk of generating false-negative data was minimized with higher sequence coverage (>30x). CONCLUSIONS We used a clinically relevant complex genomic target to evaluate a microarray-based sample-enrichment process and an NGS instrument for clinical resequencing purposes. The results allowed us to develop a systematic data-analysis strategy and algorithm to fit potential clinical applications.
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Affiliation(s)
- Lan-Szu Chou
- Institute for Clinical and Experimental Pathology, ARUP Laboratories, Salt Lake City, UT 84108-1221, USA
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26
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Sedlácková J, Vondrácek P, Hermanová M, Zámecník J, Hrubá Z, Haberlová J, Kraus J, Maríková T, Hedvicáková P, Vohánka S, Fajkusová L. Point mutations in Czech DMD/BMD patients and their phenotypic outcome. Neuromuscul Disord 2009; 19:749-53. [PMID: 19783145 DOI: 10.1016/j.nmd.2009.08.011] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2009] [Revised: 07/31/2009] [Accepted: 08/24/2009] [Indexed: 11/08/2022]
Abstract
Duchenne and Becker muscular dystrophies (DMD/BMD) are associated with mutations in the DMD gene. We determined the mutation status of 47 patients with dystrophinopathy without deletion or duplication in the DMD gene by screening performed by reverse transcription-PCR, protein truncation test, and DNA sequencing. We describe three patients with a mutation creating a premature termination codon (p.E55X, p.E1110X, and p.S3497PfsX2) but with a mild phenotype, which present three different ways of rescuing the DMD phenotype. In one patient we detected the insertion of a repetitive sequence AluYa5 in intron 56, which led to skipping of exon 57. Further, using quantitative analysis of DMD mRNA carrying various mutated alleles, we examine levels of mRNA degradation due to nonsense mediated mRNA decay. The quantity of dystrophin mRNA is different depending on the presence of a mutation leading to a premature termination codon, and position of the analysed mRNA region with respect to its 5' end or 3' end. Average relative amounts of DMD mRNAs carrying a premature termination codon is 48% and 17%, when using primers amplifying the 5' and 3' cDNA regions, respectively.
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Affiliation(s)
- Jana Sedlácková
- Centre of Molecular Biology and Gene Therapy, University Hospital Brno and Masaryk University, Brno, Czech Republic
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Tuffery-Giraud S, Béroud C, Leturcq F, Yaou RB, Hamroun D, Michel-Calemard L, Moizard MP, Bernard R, Cossée M, Boisseau P, Blayau M, Creveaux I, Guiochon-Mantel A, de Martinville B, Philippe C, Monnier N, Bieth E, Khau Van Kien P, Desmet FO, Humbertclaude V, Kaplan JC, Chelly J, Claustres M. Genotype-phenotype analysis in 2,405 patients with a dystrophinopathy using the UMD-DMD database: a model of nationwide knowledgebase. Hum Mutat 2009; 30:934-45. [PMID: 19367636 DOI: 10.1002/humu.20976] [Citation(s) in RCA: 270] [Impact Index Per Article: 16.9] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
UMD-DMD France is a knowledgebase developed through a multicenter academic effort to provide an up-to-date resource of curated information covering all identified mutations in patients with a dystrophinopathy. The current release includes 2,411 entries consisting in 2,084 independent mutational events identified in 2,046 male patients and 38 expressing females, which corresponds to an estimated number of 39 people per million with a genetic diagnosis of dystrophinopathy in France. Mutations consist in 1,404 large deletions, 215 large duplications, and 465 small rearrangements, of which 39.8% are nonsense mutations. The reading frame rule holds true for 96% of the DMD patients and 93% of the BMD patients. Quality control relies on the curation by four experts for the DMD gene and related diseases. Data on dystrophin and RNA analysis, phenotypic groups, and transmission are also available. About 24% of the mutations are de novo events. This national centralized resource will contribute to a greater understanding of prevalence of dystrophinopathies in France, and in particular, of the true frequency of BMD, which was found to be almost half (43%) that of DMD. UMD-DMD is a searchable anonymous database that includes numerous newly developed tools, which can benefit to all the scientific community interested in dystrophinopathies. Dedicated functions for genotype-based therapies allowed the prediction of a new multiexon skipping (del 45-53) potentially applicable to 53% of the deleted DMD patients. Finally, such a national database will prove to be useful to implement the international global DMD patients' registries under development.
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Popplewell LJ, Trollet C, Dickson G, Graham IR. Design of phosphorodiamidate morpholino oligomers (PMOs) for the induction of exon skipping of the human DMD gene. Mol Ther 2009; 17:554-61. [PMID: 19142179 DOI: 10.1038/mt.2008.287] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Duchenne muscular dystrophy (DMD) is caused by out-of-frame mutations of the human DMD gene. Antisense oligonucleotides (AOs) have previously been used to skip additional exons that border the deletions such that the reading frame is restored and internally truncated, but functional, dystrophin expressed. We have designed phosphorodiamidate morpholino oligomer (PMO) AOs to various exons of the human dystrophin gene. PMOs were designed to have their target sites overlapping areas of open RNA structure, as defined by hybridization-array analysis, and likely exonic splicing enhancer (ESE)/silencer sites on the target RNA. The ability of each PMO to produce exon skipping was tested in vitro in normal human skeletal muscle cells. Retrospective analysis of design parameters used and PMO variables revealed that active PMOs were longer, bound to their targets more strongly, had their target sites closer to the acceptor splice site of the exon, overlapped areas of open conformation (as defined by the hybridization or the RNA secondary structure prediction software), and could interfere with the binding of certain SR proteins. No other parameter appeared to show significant association to PMO-skipping efficacy. No design tool is strong enough in isolation; however, if used in conjunction with other significant parameters it can aid AO design.
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Affiliation(s)
- Linda J Popplewell
- School of Biological Sciences, Royal Holloway-University of London, Egham, UK
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Aartsma-Rus A, van Vliet L, Hirschi M, Janson AAM, Heemskerk H, de Winter CL, de Kimpe S, van Deutekom JCT, 't Hoen PAC, van Ommen GJB. Guidelines for antisense oligonucleotide design and insight into splice-modulating mechanisms. Mol Ther 2008; 17:548-53. [PMID: 18813282 DOI: 10.1038/mt.2008.205] [Citation(s) in RCA: 107] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
Antisense oligonucleotides (AONs) can interfere with mRNA processing through RNase H-mediated degradation, translational arrest, or modulation of splicing. The antisense approach relies on AONs to efficiently bind to target sequences and depends on AON length, sequence content, secondary structure, thermodynamic properties, and target accessibility. We here performed a retrospective analysis of a series of 156 AONs (104 effective, 52 ineffective) previously designed and evaluated for splice modulation of the dystrophin transcript. This showed that the guanine-cytosine content and the binding energies of AON-target and AON-AON complexes were significantly higher for effective AONs. Effective AONs were also located significantly closer to the acceptor splice site (SS). All analyzed AONs are exon-internal and may act through steric hindrance of Ser-Arg-rich (SR) proteins to exonic splicing enhancer (ESE) sites. Indeed, effective AONs were significantly enriched for ESEs predicted by ESE software programs, except for predicted binding sites of SR protein Tra2beta, which were significantly enriched in ineffective AONs. These findings compile guidelines for development of AONs and provide more insight into the mechanism of antisense-mediated exon skipping. On the basis of only four parameters, we could correctly classify 79% of all AONs as effective or ineffective, suggesting these parameters can be used to more optimally design splice-modulating AONs.
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Affiliation(s)
- Annemieke Aartsma-Rus
- Department of Human Genetics, Leiden University Medical Center, Leiden, The Netherlands.
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