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Ondono R, Lirio Á, Elvira C, Álvarez-Marimon E, Provenzano C, Cardinali B, Pérez-Alonso M, Perálvarez-Marín A, Borrell JI, Falcone G, Estrada-Tejedor R. Design of novel small molecule base-pair recognizers of toxic CUG RNA transcripts characteristics of DM1. Comput Struct Biotechnol J 2020; 19:51-61. [PMID: 33363709 PMCID: PMC7753043 DOI: 10.1016/j.csbj.2020.11.053] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2020] [Revised: 11/25/2020] [Accepted: 11/28/2020] [Indexed: 01/11/2023] Open
Abstract
Myotonic Dystrophy type 1 (DM1) is an incurable neuromuscular disorder caused by toxic DMPK transcripts that carry CUG repeat expansions in the 3' untranslated region (3'UTR). The intrinsic complexity and lack of crystallographic data makes noncoding RNA regions challenging targets to study in the field of drug discovery. In DM1, toxic transcripts tend to stall in the nuclei forming complex inclusion bodies called foci and sequester many essential alternative splicing factors such as Muscleblind-like 1 (MBNL1). Most DM1 phenotypic features stem from the reduced availability of free MBNL1 and therefore many therapeutic efforts are focused on recovering its normal activity. For that purpose, herein we present pyrido[2,3-d]pyrimidin-7-(8H)-ones, a privileged scaffold showing remarkable biological activity against many targets involved in human disorders including cancer and viral diseases. Their combination with a flexible linker meets the requirements to stabilise DM1 toxic transcripts, and therefore, enabling the release of MBNL1. Therefore, a set of novel pyrido[2,3-d]pyrimidin-7-(8H)-ones derivatives (1a-e) were obtained using click chemistry. 1a exerted over 20% MBNL1 recovery on DM1 toxic RNA activity in primary cell biology studies using patient-derived myoblasts. 1a promising anti DM1 activity may lead to subsequent generations of ligands, highlighting a new affordable treatment against DM1.
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Affiliation(s)
- Raul Ondono
- IQS School of Engineering, Universitat Ramon Llull, Barcelona, Spain
| | - Ángel Lirio
- IQS School of Engineering, Universitat Ramon Llull, Barcelona, Spain
| | - Carlos Elvira
- IQS School of Engineering, Universitat Ramon Llull, Barcelona, Spain
| | - Elena Álvarez-Marimon
- Biophysics Unit, Department of Biochemistry and Molecular Biology, School of Medicine, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Spain
| | - Claudia Provenzano
- Institute of Biochemistry and Cell Biology, National Research Council, Monterotondo, Rome, Italy
| | - Beatrice Cardinali
- Institute of Biochemistry and Cell Biology, National Research Council, Monterotondo, Rome, Italy
| | - Manuel Pérez-Alonso
- Translational Genomics Group, Incliva Health Research Institute, Valencia, Spain
- Department of Genetics and Interdisciplinary Research Structure for Biotechnology and Biomedicine, University of Valencia, Valencia, Spain
| | - Alex Perálvarez-Marín
- Biophysics Unit, Department of Biochemistry and Molecular Biology, School of Medicine, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Spain
| | - José I. Borrell
- IQS School of Engineering, Universitat Ramon Llull, Barcelona, Spain
| | - Germana Falcone
- Institute of Biochemistry and Cell Biology, National Research Council, Monterotondo, Rome, Italy
| | - Roger Estrada-Tejedor
- IQS School of Engineering, Universitat Ramon Llull, Barcelona, Spain
- Corresponding author.
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Wang Y, Zhang X, Xiao X, Zhang FR, Yan X, Feng X, Zhao Z, Guan Y, Wang J. Accurately estimating the length distributions of genomic micro-satellites by tumor purity deconvolution. BMC Bioinformatics 2020; 21:82. [PMID: 32164528 PMCID: PMC7069170 DOI: 10.1186/s12859-020-3349-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Genomic micro-satellites are the genomic regions that consist of short and repetitive DNA motifs. Estimating the length distribution and state of a micro-satellite region is an important computational step in cancer sequencing data pipelines, which is suggested to facilitate the downstream analysis and clinical decision supporting. Although several state-of-the-art approaches have been proposed to identify micro-satellite instability (MSI) events, they are limited in dealing with regions longer than one read length. Moreover, based on our best knowledge, all of these approaches imply a hypothesis that the tumor purity of the sequenced samples is sufficiently high, which is inconsistent with the reality, leading the inferred length distribution to dilute the data signal and introducing the false positive errors. RESULTS In this article, we proposed a computational approach, named ELMSI, which detected MSI events based on the next generation sequencing technology. ELMSI can estimate the specific length distributions and states of micro-satellite regions from a mixed tumor sample paired with a control one. It first estimated the purity of the tumor sample based on the read counts of the filtered SNVs loci. Then, the algorithm identified the length distributions and the states of short micro-satellites by adding the Maximum Likelihood Estimation (MLE) step to the existing algorithm. After that, ELMSI continued to infer the length distributions of long micro-satellites by incorporating a simplified Expectation Maximization (EM) algorithm with central limit theorem, and then used statistical tests to output the states of these micro-satellites. Based on our experimental results, ELMSI was able to handle micro-satellites with lengths ranging from shorter than one read length to 10kbps. CONCLUSIONS To verify the reliability of our algorithm, we first compared the ability of classifying the shorter micro-satellites from the mixed samples with the existing algorithm MSIsensor. Meanwhile, we varied the number of micro-satellite regions, the read length and the sequencing coverage to separately test the performance of ELMSI on estimating the longer ones from the mixed samples. ELMSI performed well on mixed samples, and thus ELMSI was of great value for improving the recognition effect of micro-satellite regions and supporting clinical decision supporting. The source codes have been uploaded and maintained at https://github.com/YixuanWang1120/ELMSI for academic use only.
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Affiliation(s)
- Yixuan Wang
- School of Computer Science and Technology, Xi’an Jiaotong University, Xi’an, 710048 People’s Republic of China
- Shaanxi Engineering Research Center of Medical and Health Big Data, School of Computer Science and Technology, Xi’an Jiaotong University, Xi’an, 710048 People’s Republic of China
| | - Xuanping Zhang
- School of Computer Science and Technology, Xi’an Jiaotong University, Xi’an, 710048 People’s Republic of China
- Shaanxi Engineering Research Center of Medical and Health Big Data, School of Computer Science and Technology, Xi’an Jiaotong University, Xi’an, 710048 People’s Republic of China
| | - Xiao Xiao
- Institute of Health Administration and Policy, School of Public Policy and Administration, Xi’an Jiaotong University, Xi’an, 710048 People’s Republic of China
| | - Fei-Ran Zhang
- Department of General Surgery, The First Affiliated Hospital of Shantou University Medical College, Shantou, 515041 Guangdong People’s Republic of China
| | - Xinxing Yan
- School of Computer Science and Technology, Xi’an Jiaotong University, Xi’an, 710048 People’s Republic of China
- Shaanxi Engineering Research Center of Medical and Health Big Data, School of Computer Science and Technology, Xi’an Jiaotong University, Xi’an, 710048 People’s Republic of China
| | - Xuan Feng
- School of Computer Science and Technology, Xi’an Jiaotong University, Xi’an, 710048 People’s Republic of China
- Shaanxi Engineering Research Center of Medical and Health Big Data, School of Computer Science and Technology, Xi’an Jiaotong University, Xi’an, 710048 People’s Republic of China
| | - Zhongmeng Zhao
- School of Computer Science and Technology, Xi’an Jiaotong University, Xi’an, 710048 People’s Republic of China
- Shaanxi Engineering Research Center of Medical and Health Big Data, School of Computer Science and Technology, Xi’an Jiaotong University, Xi’an, 710048 People’s Republic of China
| | - Yanfang Guan
- School of Computer Science and Technology, Xi’an Jiaotong University, Xi’an, 710048 People’s Republic of China
- Shaanxi Engineering Research Center of Medical and Health Big Data, School of Computer Science and Technology, Xi’an Jiaotong University, Xi’an, 710048 People’s Republic of China
- Geneplus Beijing Institute, Beijing, 100061 People’s Republic of China
| | - Jiayin Wang
- School of Computer Science and Technology, Xi’an Jiaotong University, Xi’an, 710048 People’s Republic of China
- Shaanxi Engineering Research Center of Medical and Health Big Data, School of Computer Science and Technology, Xi’an Jiaotong University, Xi’an, 710048 People’s Republic of China
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Dieu BTM, Zwart MP, Vlak JM. Can VNTRs be used to study genetic variation within white spot syndrome virus isolates? JOURNAL OF FISH DISEASES 2010; 33:689-693. [PMID: 20487140 DOI: 10.1111/j.1365-2761.2010.01163.x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
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4
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Tabbada KA, De Ungria MCA, Faustino LP, Athanasiadou D, Stradmann-Bellinghausen B, Schneider PM. Development of a pentaplex X-chromosomal short tandem repeat typing system and population genetic studies. Forensic Sci Int 2005; 154:173-80. [PMID: 16182963 DOI: 10.1016/j.forsciint.2004.10.005] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2004] [Revised: 06/10/2004] [Accepted: 10/15/2004] [Indexed: 10/26/2022]
Abstract
Quadruplex and pentaplex systems for polymerase chain reaction amplification of X-chromosomal short tandem repeats DXS101, HPRTB, DXS8377, DXS981 (STRX1) and DXS6789 were developed for automated profiling of liquid and membrane-bound DNA samples. Chinese, Japanese and Thai populations were typed using a quadruplex system, while German and Philippine populations were analyzed using a five-locus system. Out of 88 meioses studied in Philippine family samples at each locus, a possible one repeat deletion (allele 51 to 50) at DXS8377 was observed in a father-daughter pair. Exact tests performed on genotype data from females in the Philippine, German and Thai populations indicated that these groups conform to Hardy-Weinberg equilibrium. Exact tests for population differentiation indicate significant variations in allele distributions, particularly at loci DXS101, DXS981 and DXS6789. Considered individually, DXS8377 was the most polymorphic and HPRTB the least polymorphic locus in these five populations. When the forensic efficiency of the quadruplex system was calculated, the combined power of discrimination among males (PD(M)) was no lower than 0.998, while among females the combined PD(F) was at least 0.9999 in all populations. The combined power of paternity exclusion was a minimum of 0.998 in trio cases and 0.98 in motherless cases. The addition of locus DXS6789 to the German and Philippine population databases using a pentaplex increased the forensic efficiency of the analysis system.
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Affiliation(s)
- Kristina A Tabbada
- DNA Analysis Laboratory, Natural Sciences Research Institute, University of the Philippines, Diliman, Quezon City
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Bornet B, Muller C, Paulus F, Branchard M. Highly informative nature of inter simple sequence repeat (ISSR) sequences amplified using tri- and tetra-nucleotide primers from DNA of cauliflower (Brassica oleracea var. botrytis L.). Genome 2002; 45:890-6. [PMID: 12416621 DOI: 10.1139/g02-061] [Citation(s) in RCA: 41] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Inter simple sequence repeat (ISSR) sequences as molecular markers can lead to the detection of polymorphism and also be a new approach to the study of SSR distribution and frequency. In this study, ISSR amplification with nonanchored primer was performed in closely related cauliflower lines. Fourty-four different amplified fragments were sequenced. Sequences of PCR products are delimited by the expected motifs and number of repeats, which validates the ISSR nonanchored primer amplification technique. DNA and amino acids homology search between internal sequences and databases (i) show that the majority of the internal regions of ISSR had homologies with known sequences, mainly with genes coding for proteins implicated in DNA interaction or gene expression, which reflected the significance of amplified ISSR sequences and (ii) display long and numerous homologies with the Arabidopsis thaliana genome. ISSR amplifications revealed a high conservation of these sequences between Arabidopsis thaliana and Brassica oleracea var. botrytis. Thirty-four of the 44 ISSRs had one or several perfect or imperfect internal microsatellites. Such distribution indicates the presence in genomes of highly concentrated regions of SSR, or "SSR hot spots." Among the four nonanchored primers used in this study, trinucleotide repeats, and especially (CAA)5, were the most powerful primers for ISSR amplifications regarding the number of amplified bands, level of polymorphism, and their nature.
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Affiliation(s)
- B Bornet
- Laboratoire de Biotechnologie et Physiologie Végétales, ISAMOR-Université de Bretagne Occidentale, Plouzane-Brest, France.
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Abstract
1. Recent developments in technologies permit systematic screening of the entire human genome as a strategy for identification of susceptibility genes of small effect that influence risk to complex traits, like schizophrenia (Schz), inflammatory bowel disease, bipolar affective disorder (BPAD) etc. 2. Schizophrenia is known to have a high heritability and a complex inheritance pattern. Several studies provide evidence that both genes and environment play a role in the etiology of schizophrenia. Linkage studies have observed racial and sex bias in the genetic constitution of schizophrenia. Schizophrenia also manifests clinical anticipation and genomic imprinting. 3. "Dynamic mutations" or "tandem repeat expansions" in DNA, explain a number of observations associated with clinical anticipation and genomic imprinting. In patient populations, the repeat expands well beyond the normal range, altering the biological function of the gene. These sequence are unstable and increase in size between family members in successive generations, giving rise to greater severity of disease. 4. Several workers have reported an association of trinucleotide repeat length with adult- and child-onset schizophrenia. One such expanded allele has been found at the CTG18.1 locus on the 18th chromosome. Other genes known to have similar mutation are SEF2-1, which codes for a helix-loop-helix protein, hSKCa3 gene, which codes for a calcium-activated potassium channel and the transthyretin gene. In schizophrenic patients, significant difference in allele frequency distribution of these genes has been reported. 5. Population based genetic research would not only help identify different subgroups of this of schizophrenia.
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Affiliation(s)
- M Vaswani
- Department of Psychiatry, All India Institute of Medical Sciences, New Delhi
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7
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Napierała M, Krzyzosiak WJ. CUG repeats present in myotonin kinase RNA form metastable "slippery" hairpins. J Biol Chem 1997; 272:31079-85. [PMID: 9388259 DOI: 10.1074/jbc.272.49.31079] [Citation(s) in RCA: 137] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
We show that CUG repeats form "slippery" hairpins in their natural sequence context of the myotonin kinase gene transcript. This novel type of RNA structure is characterized by strong S1 and T1 nuclease and lead cleavages in the terminal loop and by mild lead cleavages in the hairpin stem. The latter effect indicates a relaxed metastable structure of the stem. (CUG)5 repeats do not form any detectable secondary structure, whereas hairpins of increasing stability are formed by (CUG)11, (CUG)21, and (CUG)49. The potential role of the RNA hairpin structure in the pathogenesis of myotonic dystrophy is discussed.
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Affiliation(s)
- M Napierała
- Laboratory of Cancer Genetics, Institute of Bioorganic Chemistry, Polish Academy of Sciences, Noskowskiego 12/14, 61-704 Poznań, Poland
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Reddy PH, Stockburger E, Gillevet P, Tagle DA. Mapping and characterization of novel (CAG)n repeat cDNAs from adult human brain derived by the oligo capture method. Genomics 1997; 46:174-82. [PMID: 9417904 DOI: 10.1006/geno.1997.5044] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
The expansion of a (CAG)n trinucleotide repeat has been associated with at least eight neurological disorders in which the repeats code for polyglutamine in the protein. To identify additional genes that possess (CAG)n repeats, single-stranded cDNA clones derived from adult human brain were screened using biotinylated oligonucleotide (CAG)8, and the hybridizing complexes were isolated with strepavidin-coated paramagnetic beads. A total of 119 cDNA clones were isolated and initially characterized by end sequencing. BLAST homology searches were used to reduce redundancies with overlapping clones and to eliminate those that show sequence identity with previously published cDNAs with triplet repeats. Only cDNA clones with more than five CAG repeats were pursued for analysis. A total of 19 novel cDNAs were further characterized by determining chromosomal assignments using the Stanford G3 and Genebridge radiation-reduced hybrid mapping panels. Transcript sizes and tissue expression patterns were determined by Northern blot analysis. Two of 19 clones showed specific or high expression in brain. These cDNAs are ideal candidate genes for other neurodegenerative disorders, such as spinocerebellar ataxia types 5 and 7, and may also be implicated in psychiatric diseases such as bipolar affected disorder and schizophrenia.
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Affiliation(s)
- P H Reddy
- Genetics and Molecular Biology Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland 20892-4442, USA
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9
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Gortner G, Pfenninger M, Kahl G, Weising K. Northern blot analysis of simple repetitive sequence transcription in plants. Electrophoresis 1996; 17:1183-9. [PMID: 8855401 DOI: 10.1002/elps.1150170702] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
The presence of simple repetitive sequence motifs in RNA from various plant species was probed by Northern blot analysis. Hybridization of total, poly(A)(+)- and poly(A)(-)-RNA with microsatellite-complementary oligonucleotide probes revealed distinct bands with most but not all probe/species combinations, demonstrating the presence of di-, tri- and tetranucleotide repeat motifs in plant transcripts. Only trinucleotide repeat-derived hybridization signals were found to be enriched in the poly(A)(+)-fraction. The quality of Northern blot signals proved to be highly dependent on hybridization stringency. Thus, under the stringency conditions usually applied for oligonucleotide hybridization, some probes [(GT)8, (CAC)5, (TCC)5, and (CCTA)4] cross-hybridized to bands corresponding in size to 18S and/or 26S rRNA. Cross-hybridization to rRNA was significantly reduced at higher stringencies. These results stress the importance of carefully adjusting the hybridization conditions in Northern blot analysis of simple sequence transcripts.
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Affiliation(s)
- G Gortner
- Department of Biology, University of Frankfurt am Main, Germany
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