1
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Do HTT, Shanak S, Barghash A, Helms V. Differential exon usage of developmental genes is associated with deregulated epigenetic marks. Sci Rep 2023; 13:12256. [PMID: 37507411 PMCID: PMC10382575 DOI: 10.1038/s41598-023-38879-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Accepted: 07/17/2023] [Indexed: 07/30/2023] Open
Abstract
Alternative exon usage is known to affect a large portion of genes in mammalian genomes. Importantly, different splice isoforms sometimes possess distinctly different protein functions. Here, we analyzed data from the Human Epigenome Atlas for 11 different human adult tissues and for 8 cultured cells that mimic early developmental stages. We found a significant enrichment of cases where differential usage of exons in various developmental stages of human cells and tissues is associated with differential epigenetic modifications in the flanking regions of individual exons. Many of the genes that were differentially regulated at the exon level and showed deregulated histone marks at the respective exon flanks are functionally associated with development and metabolism.
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Affiliation(s)
| | - Siba Shanak
- Department of Biology and Biotechnology, Arab American University, Jenin, Palestine
| | - Ahmad Barghash
- Department of Computer Science, German Jordanian University, Amman, Jordan
| | - Volkhard Helms
- Center for Bioinformatics, Saarland University, Saarbrücken, Germany.
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2
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Rekad Z, Izzi V, Lamba R, Ciais D, Van Obberghen-Schilling E. The Alternative Matrisome: alternative splicing of ECM proteins in development, homeostasis and tumor progression. Matrix Biol 2022; 111:26-52. [DOI: 10.1016/j.matbio.2022.05.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2022] [Revised: 04/19/2022] [Accepted: 05/04/2022] [Indexed: 12/14/2022]
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3
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Liu K, Su Q, Kang K, Chen M, Wang WX, Zhang WQ, Pang R. Genome-wide Analysis of Alternative Gene Splicing Associated with Virulence in the Brown Planthopper Nilaparvata lugens (Hemiptera: Delphacidae). JOURNAL OF ECONOMIC ENTOMOLOGY 2021; 114:2512-2523. [PMID: 34568947 DOI: 10.1093/jee/toab186] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Indexed: 06/13/2023]
Abstract
Alternative splicing of protein coding genes plays a profound role in phenotypic variation for many eukaryotic organisms. The development of high-throughput sequencing and bioinformatics algorithms provides the possibility of genome-wide identification of alternative splicing events in eukaryotes. However, for the brown planthopper Nilaparvata lugens, a destructive pest of rice crops, whole-genome distribution of alternative splicing events and the role of alternative splicing in the phenotypic plasticity of virulence have not previously been estimated. Here, we developed an analysis pipeline to identify alternative splicing events in the genome of N. lugens. Differential expression analysis and functional annotation were performed on datasets related to different virulence phenotypes. In total, 27,880 alternative splicing events corresponding to 9,787 multi-exon genes were detected in N. lugens. Among them, specifically expressed alternative splicing transcripts in the virulent Mudgo population were enriched in metabolic process categories, while transcripts in the avirulent TN1 population were enriched in regulator activity categories. In addition, genes encoding odorant receptor, secreted saliva protein and xenobiotic metabolic P450 monooxygenase showed different splicing patterns between Mudgo population and TN1 population. Host change experiment also revealed that an isoform of a P450 gene could be specially induced by the stimulation of resistant rice variety Mudgo. This research pioneered a genome-wide study of alternative gene splicing in the rice brown planthopper. Differences in alternative splicing between virulent and avirulent populations indicated that alternative splicing might play an important role in the formation of virulence phenotypes in N. lugens.
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Affiliation(s)
- Kai Liu
- Innovative Institute for Plant Health, College of Agriculture and Biology, Zhongkai University of Agriculture and Engineering, Guangzhou, China
- State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Qin Su
- State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Kui Kang
- State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Meng Chen
- State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Wei-Xia Wang
- State Key Laboratory of Rice Biology, China National Rice Research Institute, Hangzhou, Zhejiang, China
| | - Wen-Qing Zhang
- State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Rui Pang
- State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Microbial Safety and Health, State Key Laboratory of Applied Microbiology Southern China, Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou, China
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4
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Wang Y, Hu Z, Ye N, Yin H. IsoSplitter: identification and characterization of alternative splicing sites without a reference genome. RNA (NEW YORK, N.Y.) 2021; 27:rna.077834.120. [PMID: 34021065 PMCID: PMC8284324 DOI: 10.1261/rna.077834.120] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/20/2020] [Accepted: 05/17/2021] [Indexed: 06/12/2023]
Abstract
Long-read transcriptome sequencing is designed to sequence full-length RNA molecules and advantageous for identifying alternative splice isoforms; however, in the absence of a reference genome, it is difficult to accurately locate splice sites, because of the diversity of patterns of alternative splicing (AS). Based on long-read transcriptome data we developed a versatile tool, IsoSplitter, to reverse-trace and validate AS gene "split-sites" with the following features: (1) IsoSplitter initially invokes a modified SIM4 program to find transcript split-sites; (2) each split-site is then quantified, to reveal transcript diversity, and putative isoforms are grouped into gene clusters; (3) an optional step for aligning short-reads is provided, to validate split-sites by identifying unique junction reads, and revealing and quantifying tissue-specific alternative splice isoforms. We tested IsoSplitter AS prediction using datasets from multiple model and non-model plant species, and showed that IsoSplitter pipeline is efficient to handle different transcriptomes with high accuracy. Furthermore, we evaluated the IsoSplitter pipeline compared with that of the splice junction identification tools, Program to Assemble Spliced Alignments (PASA-software needs a reference genome for AS identification) and AStrap, using data from the model plant Arabidopsis thaliana. We found that, IsoSplitter determined more than twice as many AS events than AStrap analysis; and 94.13% of the IsoSplitter predicted AS events were also identified by the PASA analysis. Starting from a simple sequence file, IsoSplitter is an assembly-free tool for identification and characterization of AS. IsoSplitter is developed and implemented in Python 3.5 using the Linux platform and is freely available at https://github.com/Hengfu-Yin/IsoSplitter.
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Affiliation(s)
- Yupeng Wang
- College of Information Science and Technology, Nanjing Forestry University, Nanjing, China
| | - Zhikang Hu
- State Key Laboratory of Tree Genetics and Breeding, Research Institute of Subtropical Forestry, Chinese Academy of Forestry, Hangzhou, Zhejiang 311400, China
| | - Ning Ye
- College of Information Science and Technology, Nanjing Forestry University, Nanjing, China
| | - Hengfu Yin
- Research Institute of Subtropical Forestry, Chinese academy of forestry
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5
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Fang X, Xia L, Yu H, He W, Bai Z, Qin L, Jiang P, Zhao Y, Zhao Z, Yang R. Comparative Genome-Wide Alternative Splicing Analysis of Longissimus Dorsi Muscles Between Japanese Black (Wagyu) and Chinese Red Steppes Cattle. Front Vet Sci 2021; 8:634577. [PMID: 33996965 PMCID: PMC8116494 DOI: 10.3389/fvets.2021.634577] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2020] [Accepted: 03/10/2021] [Indexed: 11/13/2022] Open
Abstract
Alternative splicing is a ubiquitous regulatory mechanism in gene expression that allows a single gene generating multiple messenger RNAs (mRNAs). Significant differences in fat deposition ability and meat quality traits have been reported between Japanese black cattle (Wagyu) and Chinese Red Steppes, which presented a unique model for analyzing the effects of transcriptional level on marbling fat in livestock. In previous studies, the differentially expressed genes (DGEs) in longissimus dorsi muscle (LDM) samples between Wagyu and other breeds of beef cattle have been reported. In this study, we further investigated the differences in alternative splicing in LDM between Wagyu and Chinese Red Steppes cattle. We identified several alternative splicing types including cassette exon, mutually exclusive exons, alternative 5′ splice site, alternative 3′ splice site, alternative start exon, and intron retention. In total, 115 differentially expressed alternatively spliced genes were obtained, of which 17 genes were enriched in the metabolic pathway. Among the 17 genes, 5 genes, including MCAT, CPT1B, HADHB, SIRT2, and DGAT1, appeared to be the novel spliced candidates that affect the lipid metabolism in cattle. Additionally, another 17 genes were enriched in the Gene Ontology (GO) terms related to muscle development, such as NR4A1, UQCC2, YBX3/CSDA, ITGA7, etc. Overall, altered splicing and expression levels of these novel candidates between Japanese black cattle and Chinese Red Steppes revealed by RNA-seq suggest their potential involvement in the muscle development and fat deposition of beef cattle.
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Affiliation(s)
- Xibi Fang
- College of Animal Science, Jilin University, Changchun, China
| | - Lixin Xia
- College of Animal Science, Jilin University, Changchun, China
| | - Haibin Yu
- College of Coastal Agricultural Sciences, Guangdong Ocean University, Zhanjiang, China
| | - Wei He
- College of Animal Science, Jilin University, Changchun, China
| | - Zitong Bai
- College of Animal Science, Jilin University, Changchun, China
| | - Lihong Qin
- Branch of Animal Husbandry, Jilin Academy of Agricultural Sciences, Changchun, China
| | - Ping Jiang
- College of Coastal Agricultural Sciences, Guangdong Ocean University, Zhanjiang, China
| | - Yumin Zhao
- Branch of Animal Husbandry, Jilin Academy of Agricultural Sciences, Changchun, China
| | - Zhihui Zhao
- College of Animal Science, Jilin University, Changchun, China.,College of Coastal Agricultural Sciences, Guangdong Ocean University, Zhanjiang, China
| | - Runjun Yang
- College of Animal Science, Jilin University, Changchun, China
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Acharya S, Cui L, Pan Y. Multi-view feature selection for identifying gene markers: a diversified biological data driven approach. BMC Bioinformatics 2020; 21:483. [PMID: 33375940 PMCID: PMC7772934 DOI: 10.1186/s12859-020-03810-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Accepted: 10/13/2020] [Indexed: 12/02/2022] Open
Abstract
BACKGROUND In recent years, to investigate challenging bioinformatics problems, the utilization of multiple genomic and proteomic sources has become immensely popular among researchers. One such issue is feature or gene selection and identifying relevant and non-redundant marker genes from high dimensional gene expression data sets. In that context, designing an efficient feature selection algorithm exploiting knowledge from multiple potential biological resources may be an effective way to understand the spectrum of cancer or other diseases with applications in specific epidemiology for a particular population. RESULTS In the current article, we design the feature selection and marker gene detection as a multi-view multi-objective clustering problem. Regarding that, we propose an Unsupervised Multi-View Multi-Objective clustering-based gene selection approach called UMVMO-select. Three important resources of biological data (gene ontology, protein interaction data, protein sequence) along with gene expression values are collectively utilized to design two different views. UMVMO-select aims to reduce gene space without/minimally compromising the sample classification efficiency and determines relevant and non-redundant gene markers from three cancer gene expression benchmark data sets. CONCLUSION A thorough comparative analysis has been performed with five clustering and nine existing feature selection methods with respect to several internal and external validity metrics. Obtained results reveal the supremacy of the proposed method. Reported results are also validated through a proper biological significance test and heatmap plotting.
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Affiliation(s)
- Sudipta Acharya
- College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, People’s Republic of China
| | - Laizhong Cui
- College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, People’s Republic of China
| | - Yi Pan
- Department of Computer Science, Georgia State University, Atlanta, USA
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7
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Gasparini S, Licursi V, Presutti C, Mannironi C. The Secret Garden of Neuronal circRNAs. Cells 2020; 9:E1815. [PMID: 32751850 PMCID: PMC7463782 DOI: 10.3390/cells9081815] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Revised: 07/24/2020] [Accepted: 07/28/2020] [Indexed: 12/15/2022] Open
Abstract
High-throughput transcriptomic profiling approaches have revealed that circular RNAs (circRNAs) are important transcriptional gene products, identified across a broad range of organisms throughout the eukaryotic tree of life. In the nervous system, they are particularly abundant, developmentally regulated, region-specific, and enriched in genes for neuronal proteins and synaptic factors. These features suggested that circRNAs are key components of an important layer of neuronal gene expression regulation, with known and anticipated functions. Here, we review major recognized aspects of circRNA biogenesis, metabolism and biological activities, examining potential new functions in the context of the nervous system.
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Affiliation(s)
- Silvia Gasparini
- Department of Biology and Biotechnology Charles Darwin, Sapienza University of Rome, 00185 Rome, Italy
| | - Valerio Licursi
- Department of Biology and Biotechnology Charles Darwin, Sapienza University of Rome, 00185 Rome, Italy
| | - Carlo Presutti
- Department of Biology and Biotechnology Charles Darwin, Sapienza University of Rome, 00185 Rome, Italy
| | - Cecilia Mannironi
- Institute of Molecular Biology and Pathology, National Research Council, 00185 Rome, Italy
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8
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Abstract
Alternative splicing (AS) is a fundamental regulatory process in all higher eukaryotes. However, AS landscapes for a number of animals, including goats, have not been explored to date. Here, we sequenced 60 samples representing 5 tissues from 4 developmental stages in triplicate using RNA-seq to elucidate the goat AS landscape. In total, 14,521 genes underwent AS (AS genes), accounting for 85.53% of intron-containing genes (16,697). Among these AS genes, 6,342 were differentially expressed in different tissues. Of the AS events identified, retained introns were most prevalent (37.04% of total AS events). Functional enrichment analysis of differential and specific AS genes indicated goat AS mainly involved in organ function and development. Particularly, AS genes identified in leg muscle were associated with the “regulation of skeletal muscle tissue development” GO term. Given genes were associated with this term, four of which (NRG4, IP6K3, AMPD1, and DYSF) might play crucial roles in skeletal muscle development. Further investigation indicated these five genes, harbored 13 ASs, spliced exclusively in leg muscle, likely played a role in goat leg muscle development. These results provide novel insights into goat AS landscapes and a valuable resource for investigation of goat transcriptome complexity and gene regulation.
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9
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Van Moerbeke M, Kasim A, Shkedy Z. The Usage of Exon-Exon Splice Junctions for the Detection of Alternative Splicing using the REIDS model. Sci Rep 2018; 8:8331. [PMID: 29844567 PMCID: PMC5974242 DOI: 10.1038/s41598-018-26695-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2017] [Accepted: 05/17/2018] [Indexed: 02/08/2023] Open
Abstract
Alternative gene splicing is a common phenomenon in which a single gene gives rise to multiple transcript isoforms. The process is strictly guided and involves a multitude of proteins and regulatory complexes. Unfortunately, aberrant splicing events have been linked to genetic disorders. Therefore, understanding mechanisms of alternative splicing regulation and differences in splicing events between diseased and healthy tissues is crucial in advancing personalized medicine and drug developments. We propose a linear mixed model, Random Effects for the Identification of Differential Splicing (REIDS), for the identification of alternative splicing events using Human Transcriptome Arrays (HTA). For each exon, a splicing score is calculated based on two scores, an exon score and an array score. The junction information is used to rank the identified exons from strongly confident to less confident candidates for alternative splicing. The design of junctions was also discussed to highlight the complexity of exon-exon and exon-junction interactions. Based on a list of Rt-PCR validated probe sets, REIDS outperforms AltAnalyze and iGems in the % recall rate.
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Affiliation(s)
- Marijke Van Moerbeke
- Hasselt University, Interuniversity institute for biostatistics and statistical bioinformatics, Hasselt, 3500, Belgium.
| | - Adetayo Kasim
- Durham University, Wolfson Research Institute for Health and Wellbeing, Durham, United Kingdom
- Durham University, Department of Anthropology, Durham, United Kingdom
| | - Ziv Shkedy
- Hasselt University, Interuniversity institute for biostatistics and statistical bioinformatics, Hasselt, 3500, Belgium
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10
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Jiang W, Liu L, Chen Y. Simultaneous Detection of Human C-Terminal p53 Isoforms by Single Template Molecularly Imprinted Polymers (MIPs) Coupled with Liquid Chromatography-Tandem Mass Spectrometry (LC-MS/MS)-Based Targeted Proteomics. Anal Chem 2018; 90:3058-3066. [DOI: 10.1021/acs.analchem.7b02890] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Affiliation(s)
- Wenting Jiang
- School of Pharmacy, Nanjing Medical University, 818 Tian Yuan East Road, Nanjing, Jiangsu, China, 211166
| | - Liang Liu
- School of Pharmacy, Nanjing Medical University, 818 Tian Yuan East Road, Nanjing, Jiangsu, China, 211166
| | - Yun Chen
- School of Pharmacy, Nanjing Medical University, 818 Tian Yuan East Road, Nanjing, Jiangsu, China, 211166
- China State Key Laboratory of Reproductive Medicine, Nanjing, China 210029
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11
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Powles J, Ko K. Alternative splice variants of rhomboid proteins: Comparative analysis of database entries for select model organisms and validation of functional potential. F1000Res 2018; 7:139. [PMID: 32201561 PMCID: PMC7065720 DOI: 10.12688/f1000research.13383.2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/23/2018] [Indexed: 11/20/2022] Open
Abstract
Background: Rhomboid serine proteases are present across many species and are often encoded in each species by more than one predicted gene. Based on protein sequence comparisons, rhomboids can be differentiated into groups - secretases, presenilin-like associated rhomboid-like (PARL) proteases, iRhoms, and "inactive" rhomboid proteins. Although these rhomboid groups are distinct, the different types can operate simultaneously. Studies in Arabidopsis showed that the number of rhomboid proteins working simultaneously can be further diversified by alternative splicing. This phenomenon was confirmed for the Arabidopsis plastid rhomboid proteins At1g25290 and At1g74130. Although alternative splicing was determined to be a significant mechanism for diversifying these two Arabidopsis plastid rhomboids, there has yet to be an assessment as to whether this mechanism extends to other rhomboids and to other species. Methods: We thus conducted a comparative analysis of select databases to determine if the alternative splicing mechanism observed for the two Arabidopsis plastid rhomboids was utilized in other species to expand the repertoire of rhomboid proteins. To help verify the in silico observations, select splice variants from different groups were tested for activity using transgenic- and additive-based assays. These assays aimed to uncover evidence that the selected splice variants display capacities to influence processes like antimicrobial sensitivity. Results: A comparison of database entries of six widely used eukaryotic experimental models (human, mouse, Arabidopsis, Drosophila, nematode, and yeast) revealed robust usage of alternative splicing to diversify rhomboid protein structure across the various motifs or regions, especially in human, mouse and Arabidopsis. Subsequent validation studies uncover evidence that the splice variants selected for testing displayed functionality in the different activity assays. Conclusions: The combined results support the hypothesis that alternative splicing is likely used to diversify and expand rhomboid protein functionality, and this potentially occurred across the various motifs or regions of the protein.
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Affiliation(s)
- Joshua Powles
- Department of Biology, Queen's University, Kingston, Ontario, K7L 3N6, Canada
| | - Kenton Ko
- Department of Biology, Queen's University, Kingston, Ontario, K7L 3N6, Canada
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12
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Narasimhan A, Greiner R, Bathe OF, Baracos V, Damaraju S. Differentially expressed alternatively spliced genes in skeletal muscle from cancer patients with cachexia. J Cachexia Sarcopenia Muscle 2018; 9:60-70. [PMID: 28984045 PMCID: PMC5803615 DOI: 10.1002/jcsm.12235] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2017] [Revised: 07/20/2017] [Accepted: 08/03/2017] [Indexed: 01/02/2023] Open
Abstract
BACKGROUND Alternative splicing (AS) is a post-transcriptional gene regulatory mechanism that contributes to proteome diversity. Aberrant splicing mechanisms contribute to various cancers and muscle-related conditions such as Duchenne muscular dystrophy. However, dysregulation of AS in cancer cachexia (CC) remains unexplored. Our objectives were (i) to profile alternatively spliced genes (ASGs) on a genome-wide scale and (ii) to identify differentially expressed alternatively spliced genes (DASGs) associated with CC. METHODS Rectus abdominis muscle biopsies obtained from cancer patients were stratified into cachectic cases (n = 21, classified based on International consensus diagnostic framework for CC) and non-cachectic controls (n = 19, weight stable cancer patients). Human transcriptome array 2.0 was used for profiling ASGs using the total RNA isolated from muscle biopsies. Representative DASG signatures were validated using semi-quantitative RT-PCR. RESULTS We identified 8960 ASGs, of which 922 DASGs (772 up-regulated and 150 down-regulated) were identified at ≥1.4 fold-change and P < 0.05. Representative DASGs validated by semi-quantitative RT-PCR confirmed the primary findings from the human transcriptome arrays. Identified DASGs were associated with myogenesis, adipogenesis, protein ubiquitination, and inflammation. Up to 10% of the DASGs exhibited cassette exon (exon included or skipped) as a predominant form of AS event. We also observed other forms of AS events such as intron retention, alternate promoters. CONCLUSIONS Overall, we have, for the first time, conducted global profiling of muscle tissue to identify DASGs associated with CC. The mechanistic roles of the identified DASGs in CC pathophysiology using model systems is warranted, as well as replication of findings in independent cohorts.
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Affiliation(s)
- Ashok Narasimhan
- Department of Laboratory Medicine and PathologyUniversity of AlbertaEdmontonABT6G 1Z2Canada
| | - Russell Greiner
- Department of Computing SciencesUniversity of AlbertaEdmontonABT6G 2E8Canada
| | - Oliver F. Bathe
- Departments of Surgery and OncologyUniversity of CalgaryCalgaryABT2N 1N4Canada
| | - Vickie Baracos
- Department of OncologyUniversity of AlbertaEdmontonABT6G 1Z2Canada
- Cross Cancer InstituteEdmontonABT6G 1Z2Canada
| | - Sambasivarao Damaraju
- Department of Laboratory Medicine and PathologyUniversity of AlbertaEdmontonABT6G 1Z2Canada
- Cross Cancer InstituteEdmontonABT6G 1Z2Canada
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13
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Guan Y, Martin GB. Cellular and molecular responses of adult testis to changes in nutrition: novel insights from the sheep model. Reproduction 2017; 154:R133-R141. [DOI: 10.1530/rep-17-0061] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2017] [Revised: 08/20/2017] [Accepted: 08/29/2017] [Indexed: 12/30/2022]
Abstract
This review explores the cellular and molecular mechanisms that regulate spermatogenesis in the post-pubertal testis that is regressing in response to mild undernutrition, using the sexually mature male sheep as a model. Testis regression leads to reductions in daily sperm production and in the quality of ejaculated spermatozoa (poorer movement, DNA damage). There is also a reduction in spermatogenic efficiency that appears to be caused, at least partially, by increases in germ cell apoptosis. Sertoli cell number does not change with testis regression, although about 1% of Sertoli cells do appear to retain proliferative ability after puberty. On the other hand, Sertoli cell function is disrupted during testis regression, as evidenced by a disorganization of tight junctions and indications that cell differentiation and maturation are reversed. Disrupted Sertoli cell function can explain, at least partially, the increase in germ cell apoptosis and any decrease in the rate of spermatogenesis, the two major contributors to spermatogenic efficiency. These outcomes seem to be mediated by changes in two RNA-based processes: (i) the expression of small non-coding RNAs that are involved in the regulation of Sertoli cell function, spermatogenesis and germ cell apoptosis and (ii) alternative pre-mRNA splicing that affects the regulation of spermatogenesis but does not appear to affect germ cell apoptosis, at least during testis progression induced by undernutrition in the male sheep. These research outcomes can be extended to other animal models and are relevant to issues in human male fertility.
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14
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Szkop KJ, Nobeli I. Untranslated Parts of Genes Interpreted: Making Heads or Tails of High-Throughput Transcriptomic Data via Computational Methods: Computational methods to discover and quantify isoforms with alternative untranslated regions. Bioessays 2017; 39. [PMID: 29052251 DOI: 10.1002/bies.201700090] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2017] [Revised: 09/12/2017] [Indexed: 01/07/2023]
Abstract
In this review we highlight the importance of defining the untranslated parts of transcripts, and present a number of computational approaches for the discovery and quantification of alternative transcription start and poly-adenylation events in high-throughput transcriptomic data. The fate of eukaryotic transcripts is closely linked to their untranslated regions, which are determined by the position at which transcription starts and ends at a genomic locus. Although the extent of alternative transcription starts and alternative poly-adenylation sites has been revealed by sequencing methods focused on the ends of transcripts, the application of these methods is not yet widely adopted by the community. We suggest that computational methods applied to standard high-throughput technologies are a useful, albeit less accurate, alternative to the expertise-demanding 5' and 3' sequencing and they are the only option for analysing legacy transcriptomic data. We review these methods here, focusing on technical challenges and arguing for the need to include better normalization of the data and more appropriate statistical models of the expected variation in the signal.
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Affiliation(s)
- Krzysztof J Szkop
- Institute of Structural and Molecular Biology, Department of Biological Sciences Birkbeck, University of London, Malet Street, London WC1E 7HX, UK
| | - Irene Nobeli
- Institute of Structural and Molecular Biology, Department of Biological Sciences Birkbeck, University of London, Malet Street, London WC1E 7HX, UK
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15
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Penalva LO, Sanford JR. From mechanisms to therapy: RNA processing's impact on human genetics. Hum Genet 2017; 136:1013-1014. [PMID: 28866814 DOI: 10.1007/s00439-017-1841-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Affiliation(s)
- Luiz O Penalva
- Children's Cancer Research Institute, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
| | - Jeremy R Sanford
- Department of Molecular, Cellular and Developmental Biology, University of California Santa Cruz, Santa Cruz, CA, 95060, USA.
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16
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Van Moerbeke M, Kasim A, Talloen W, Reumers J, Göhlmann HWH, Shkedy Z. A random effects model for the identification of differential splicing (REIDS) using exon and HTA arrays. BMC Bioinformatics 2017; 18:273. [PMID: 28545391 PMCID: PMC5445373 DOI: 10.1186/s12859-017-1687-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2017] [Accepted: 05/15/2017] [Indexed: 12/17/2022] Open
Abstract
Background Alternative gene splicing is a common phenomenon in which a single gene gives rise to multiple transcript isoforms. The process is strictly guided and involves a multitude of proteins and regulatory complexes. Unfortunately, aberrant splicing events do occur which have been linked to genetic disorders, such as several types of cancer and neurodegenerative diseases (Fan et al., Theor Biol Med Model 3:19, 2006). Therefore, understanding the mechanism of alternative splicing and identifying the difference in splicing events between diseased and healthy tissue is crucial in biomedical research with the potential of applications in personalized medicine as well as in drug development. Results We propose a linear mixed model, Random Effects for the Identification of Differential Splicing (REIDS), for the identification of alternative splicing events. Based on a set of scores, an exon score and an array score, a decision regarding alternative splicing can be made. The model enables the ability to distinguish a differential expressed gene from a differential spliced exon. The proposed model was applied to three case studies concerning both exon and HTA arrays. Conclusion The REIDS model provides a work flow for the identification of alternative splicing events relying on the established linear mixed model. The model can be applied to different types of arrays. Electronic supplementary material The online version of this article (doi:10.1186/s12859-017-1687-8) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Marijke Van Moerbeke
- Interuniversity Institute for Biostatistics and Statistical Bioinformatics, Hasselt University, Hasselt, 3500, Belgium.
| | - Adetayo Kasim
- Wolfson Research Institute for Health and Wellbeing, Durham University, Durham, UK
| | | | | | | | - Ziv Shkedy
- Interuniversity Institute for Biostatistics and Statistical Bioinformatics, Hasselt University, Hasselt, 3500, Belgium
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Suzuki M, Wakui H, Itou T, Segawa T, Inoshima Y, Maeda K, Kikuchi K. Two isoforms of aquaporin 2 responsive to hypertonic stress in bottlenose dolphin. J Exp Biol 2016; 219:1249-58. [DOI: 10.1242/jeb.132811] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2015] [Accepted: 02/15/2016] [Indexed: 01/20/2023]
Abstract
This study investigated the expression of aquaporin 2 (AQP2) and its newly found alternatively spliced isoform (alternative AQP2) and the functions of these AQP2 isoforms in the cellular hyperosmotic tolerance in the bottlenose dolphin Tursiops truncatus. mRNA sequencing revealed that alternative AQP2 lacks the fourth exon and instead has a longer third exon that includes a part of the original third intron. The portion of the third intron, now part of the coding region of alternative AQP2, is highly conserved among many species of the order Cetacea but not among terrestrial mammals. Semi-quantitative polymerase chain reaction revealed that AQP2 was expressed only in the kidney, similar to terrestrial mammals. In contrast, alternative AQP2 was expressed in all organs examined, with strong expression in the kidney. In cultured renal cells, expression of both AQP2 isoforms was upregulated by the addition to the medium of NaCl but not by the addition of mannitol, indicating that the expression of both isoforms is induced by hypersalimity but not hypertonicity conditions. Treatment with small interfering RNA for both isoforms, resulted in a decrease in cell viability in hypertonic medium (500 mOsm/kg) when compared to controls. These findings indicate that the expression of alternatively spliced AQP2 is ubiquitous in cetacean species and it may be one of the molecules important for cellular osmotic tolerance throughout the body.
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Affiliation(s)
- Miwa Suzuki
- Department of Marine Science and Resources, College of Bioresource Sciences, Nihon University, 1866 Kameino, Fujisawa, Kanagawa 252-0880, Japan
| | - Hitomi Wakui
- Department of Marine Science and Resources, College of Bioresource Sciences, Nihon University, 1866 Kameino, Fujisawa, Kanagawa 252-0880, Japan
| | - Takuya Itou
- Nihon University Veterinary Research Center, Nihon University, 1866 Kameino, Fujisawa, Kanagawa 252-0880, Japan
| | - Takao Segawa
- Nihon University Veterinary Research Center, Nihon University, 1866 Kameino, Fujisawa, Kanagawa 252-0880, Japan
| | - Yasuo Inoshima
- Cooperative Department of Veterinary Medicine, Gifu University, 1-1 Yanagido, Gifu, Gifu 501–1193, Japan
| | - Ken Maeda
- Joint Faculty of Veterinary Medicine, Yamaguchi University, 1677-1 Yoshida, Yamaguchi, Yamaguchi 753-8515, Japan
| | - Kiyoshi Kikuchi
- Fisheirs Laboratory, The University of Tokyo, 2941-4 Bentenjima, Maisaka, Nishi, Hamamatsu, Shizuoka 431-0214, Japan
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18
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Evidence of Extensive Alternative Splicing in Post Mortem Human Brain HTT Transcription by mRNA Sequencing. PLoS One 2015; 10:e0141298. [PMID: 26496077 PMCID: PMC4619731 DOI: 10.1371/journal.pone.0141298] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2015] [Accepted: 10/07/2015] [Indexed: 11/30/2022] Open
Abstract
Despite 20 years since its discovery, the gene responsible for Huntington’s Disease, HTT, has still not had its function or transcriptional profile completely characterized. In response to a recent report by Ruzo et al. of several novel splice forms of HTT in human embryonic stem cell lines, we have analyzed a set of mRNA sequencing datasets from post mortem human brain from Huntington’s disease, Parkinson’s disease, and neurologically normal control subjects to evaluate support for previously observed and to identify novel splice patterns. A custom analysis pipeline produced supporting evidence for some of the results reported by two previous studies of alternative isoforms as well as identifying previously unreported splice patterns. All of the alternative splice patterns were of relatively low abundance compared to the canonical splice form.
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19
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Nishida A, Minegishi M, Takeuchi A, Awano H, Niba ETE, Matsuo M. Neuronal SH-SY5Y cells use the C-dystrophin promoter coupled with exon 78 skipping and display multiple patterns of alternative splicing including two intronic insertion events. Hum Genet 2015; 134:993-1001. [PMID: 26152642 DOI: 10.1007/s00439-015-1581-2] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2015] [Accepted: 06/27/2015] [Indexed: 01/01/2023]
Abstract
Duchenne muscular dystrophy (DMD) is a progressive muscle wasting disease caused by mutations in the dystrophin gene. One-third of DMD cases are complicated by mental retardation. Here, we used reverse transcription PCR to analyze the pattern of dystrophin transcripts in neuronal SH-SY5Y cells. Among the three alternative promoters/first exons at the 5'-end, only transcripts containing the brain cortex-specific C1 exon could be amplified. The C-transcript appeared as two products: a major product of the expected size and a minor larger product that contained the cryptic exon 1a between exons C1 and 2. At the 3'-end there was complete exon 78 skipping. Together, these findings indicate that SH-SY5Y cells have neuron-specific characteristics with regard to both promoter activation and alternative splicing. We also revealed partial skipping of exons 9 and 71. Four amplified products were obtained from a fragment covering exons 36-41: a strong expected product, two weak products lacking either exon 37 or exon 38, and a second strong larger product with a 568-bp insertion between exons 40 and 41. The inserted sequence matched the 3'-end of intron 40 perfectly. We concluded that a cryptic splice site was activated in SH-SY5Y cells to create the novel, unusually large, exon 41e (751 bp). In total, we identified seven alternative splicing events in neuronal SH-SY5Y cells, and calculated that 32 dystrophin transcripts could be produced. Our results may provide clues in the analysis of transcriptype-phenotype correlations as regards mental retardation in DMD.
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Affiliation(s)
- Atsushi Nishida
- Department of Medical Rehabilitation, Faculty of Rehabilitation, Kobegakuin University, 518 Arise, Ikawadani, Nishi, Kobe, 651-2180, Japan
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Abascal F, Ezkurdia I, Rodriguez-Rivas J, Rodriguez JM, del Pozo A, Vázquez J, Valencia A, Tress ML. Alternatively Spliced Homologous Exons Have Ancient Origins and Are Highly Expressed at the Protein Level. PLoS Comput Biol 2015; 11:e1004325. [PMID: 26061177 PMCID: PMC4465641 DOI: 10.1371/journal.pcbi.1004325] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2014] [Accepted: 05/08/2015] [Indexed: 11/19/2022] Open
Abstract
Alternative splicing of messenger RNA can generate a wide variety of mature RNA transcripts, and these transcripts may produce protein isoforms with diverse cellular functions. While there is much supporting evidence for the expression of alternative transcripts, the same is not true for the alternatively spliced protein products. Large-scale mass spectroscopy experiments have identified evidence of alternative splicing at the protein level, but with conflicting results. Here we carried out a rigorous analysis of the peptide evidence from eight large-scale proteomics experiments to assess the scale of alternative splicing that is detectable by high-resolution mass spectroscopy. We find fewer splice events than would be expected: we identified peptides for almost 64% of human protein coding genes, but detected just 282 splice events. This data suggests that most genes have a single dominant isoform at the protein level. Many of the alternative isoforms that we could identify were only subtly different from the main splice isoform. Very few of the splice events identified at the protein level disrupted functional domains, in stark contrast to the two thirds of splice events annotated in the human genome that would lead to the loss or damage of functional domains. The most striking result was that more than 20% of the splice isoforms we identified were generated by substituting one homologous exon for another. This is significantly more than would be expected from the frequency of these events in the genome. These homologous exon substitution events were remarkably conserved—all the homologous exons we identified evolved over 460 million years ago—and eight of the fourteen tissue-specific splice isoforms we identified were generated from homologous exons. The combination of proteomics evidence, ancient origin and tissue-specific splicing indicates that isoforms generated from homologous exons may have important cellular roles. Alternative splicing is thought to be one means for generating the protein diversity necessary for the whole range of cellular functions. While the presence of alternatively spliced transcripts in the cell has been amply demonstrated, the same cannot be said for alternatively spliced proteins. The quest for alternative protein isoforms has focused primarily on the analysis of peptides from large-scale mass spectroscopy experiments, but evidence for alternative isoforms has been patchy and contradictory. A careful analysis of the peptide evidence is needed to fully understand the scale of alternative splicing detectable at the protein level. Here we analysed peptides from eight large-scale data sets, identifying just 282 splice events among 12,716 genes. This suggests that most genes have a single dominant isoform. Many of the alternative isoforms that we identified were only subtly different from the main splice variant, and one in five was generated by substitution of homologous exons by swapping one related exon for another. Remarkably, the alternative isoforms generated from homologous exons were highly conserved, first appearing 460 million years ago, and several appear to have tissue-specific roles in the brain and heart. Our results suggest that these particular isoforms are likely to have important cellular roles.
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Affiliation(s)
- Federico Abascal
- Structural Biology and Bioinformatics Programme, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Iakes Ezkurdia
- Unidad de Proteómica, Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain
| | - Juan Rodriguez-Rivas
- Structural Biology and Bioinformatics Programme, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Jose Manuel Rodriguez
- National Bioinformatics Institute (INB), Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Angela del Pozo
- Instituto de Genetica Medica y Molecular, Hospital Universitario La Paz, Madrid, Spain
| | - Jesús Vázquez
- Laboratorio de Proteómica Cardiovascular, Centro Nacional de Investigaciones Cardiovasculares (CNIC) Madrid, Spain
| | - Alfonso Valencia
- Structural Biology and Bioinformatics Programme, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
- National Bioinformatics Institute (INB), Spanish National Cancer Research Centre (CNIO), Madrid, Spain
- * E-mail: (AV); (MLT)
| | - Michael L. Tress
- Structural Biology and Bioinformatics Programme, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
- * E-mail: (AV); (MLT)
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21
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Foissac S, Sammeth M. Analysis of alternative splicing events in custom gene datasets by AStalavista. Methods Mol Biol 2015; 1269:379-92. [PMID: 25577392 DOI: 10.1007/978-1-4939-2291-8_24] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
Alternative splicing (AS) is a eukaryotic principle to derive more than one RNA product from transcribed genes by removing distinct subsets of introns from a premature polymer. We know today that this process is highly regulated and makes up a large part of the differences between species, cell types, and states. The key to compare AS across different genes or organisms is to tokenize the AS phenomenon into atomary units, so-called AS events. These events then usually are grouped by common patterns to investigate the underlying molecular mechanisms that drive their regulation. However, attempts to decompose loci with AS observations into events are often hampered by applying a limited set of a priori defined event patterns which are not capable to describe all AS configurations and therefore cannot decompose the phenomenon exhaustively. In this chapter, we describe working scenarios of AStalavista, a computational method that reports all AS events reflected by transcript annotations. We show how to practically employ AStalavista to study AS variation in complex transcriptomes, as characterized by the human GENCODE annotation. Our examples demonstrate how the inherent and universal AStalavista paradigm allows for an automatic delineation of AS events in custom gene datasets. Additionally, we sketch an example of an AStalavista use case including next-generation sequencing data (RNA-Seq) to enrich the landscape of discovered AS events.
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Affiliation(s)
- Sylvain Foissac
- UMR1388 GenPhySE, French National Institute for Agricultural Research (INRA), Chemin de Borde Rouge, 31326, Castanet Tolosan, France
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22
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Lee HE, Eo J, Kim HS. Composition and evolutionary importance of transposable elements in humans and primates. Genes Genomics 2014. [DOI: 10.1007/s13258-014-0249-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
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23
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Seo JH, Park JH, Lee EJ, Vo TTL, Choi H, Jang JK, Wee HJ, Ahn BJ, Cha JH, Shin MW, Kim KW. Autoacetylation regulates differentially the roles of ARD1 variants in tumorigenesis. Int J Oncol 2014; 46:99-106. [PMID: 25338643 DOI: 10.3892/ijo.2014.2708] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2014] [Accepted: 06/27/2014] [Indexed: 11/05/2022] Open
Abstract
ARD1 is an acetyltransferase with several variants derived from alternative splicing. Among ARD1 variants, mouse ARD1(225) (mARD1(225)), mouse ARD1(235) (mARD1(235)), and human ARD1(235) (hARD1(235)) have been the most extensively characterized and are known to have different biological functions. In the present study, we demonstrated that mARD1(225), mARD1(235), and hARD1(235) have conserved autoacetylation activities, and that they selectively regulate distinct roles of ARD1 variants in tumorigenesis. Using purified recombinants for ARD1 variants, we found that mARD1(225), mARD1(235), and hARD1(235) undergo similar autoacetylation with the target site conserved at the Lys136 residue. Moreover, functional investigations revealed that the role of mARD1(225) autoacetylation is completely distinguishable from that of mARD1(235) and hARD1(235). Under hypoxic conditions, mARD1(225) autoacetylation inhibited tumor angiogenesis by decreasing the stability of hypoxia-inducible factor-1α (HIF-1α). Autoacetylation stimulated the catalytic activity of mARD1(225) to acetylate Lys532 of the oxygen-dependent degradation (ODD) domain of HIF-1α, leading to the proteosomal degradation of HIF-1α. In contrast, autoacetylation of mARD1(235) and hARD1(235) contributed to cellular growth under normoxic conditions by increasing the expression of cyclin D1. Taken together, these data suggest that autoacetylation of ARD1 variants differentially regulates angiogenesis and cell proliferation in an isoform-specific manner.
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Affiliation(s)
- Ji Hae Seo
- SNU-Harvard Neurovascular Protection Research Center, College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul 151-742, Republic of Korea
| | - Ji-Hyeon Park
- SNU-Harvard Neurovascular Protection Research Center, College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul 151-742, Republic of Korea
| | - Eun Ji Lee
- SNU-Harvard Neurovascular Protection Research Center, College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul 151-742, Republic of Korea
| | - Tam Thuy Lu Vo
- SNU-Harvard Neurovascular Protection Research Center, College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul 151-742, Republic of Korea
| | - Hoon Choi
- SNU-Harvard Neurovascular Protection Research Center, College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul 151-742, Republic of Korea
| | - Jae Kyung Jang
- SNU-Harvard Neurovascular Protection Research Center, College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul 151-742, Republic of Korea
| | - Hee-Jun Wee
- SNU-Harvard Neurovascular Protection Research Center, College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul 151-742, Republic of Korea
| | - Bum Ju Ahn
- SNU-Harvard Neurovascular Protection Research Center, College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul 151-742, Republic of Korea
| | - Jong-Ho Cha
- SNU-Harvard Neurovascular Protection Research Center, College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul 151-742, Republic of Korea
| | - Min Wook Shin
- SNU-Harvard Neurovascular Protection Research Center, College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul 151-742, Republic of Korea
| | - Kyu-Won Kim
- SNU-Harvard Neurovascular Protection Research Center, College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul 151-742, Republic of Korea
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Li Q, Xiao G, Zhu YX. Single-nucleotide resolution mapping of the Gossypium raimondii transcriptome reveals a new mechanism for alternative splicing of introns. MOLECULAR PLANT 2014; 7:829-40. [PMID: 24398628 DOI: 10.1093/mp/sst175] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
Alternative splicing (AS) is a vital genetic mechanism that enhances the diversity of eukaryotic transcriptomes. Here, we generated 8.3 Gb high-quality RNA-sequencing data from cotton (Gossypium raimondii) and performed a systematic, comparative analysis of AS events. We mapped 85% of the RNA-sequencing data onto the reference genome and identified 154368 splice junctions with 16437 as events in 10197 genes. Intron retention constituted the majority (40%) of all AS events in G. raimondii. Comparison across 11 eukaryote species showed that intron retention is the most common AS type in higher plants. Although transposable elements (TEs) were found in only 2.9% of all G. raimondii introns, they are present in 43% of the retained introns, suggesting that TE-insertion may be an important mechanism for intron retention during AS. The majority of the TE insertions are concentrated 0-40 nt upstream of the 3'-splice site, substantially altering the distribution of branch points from preferred positions and reducing the efficiency of intron splicing by decreasing RNA secondary structure flexibility. Our data suggest that TE-insertion-induced changes in branch point-site distribution are important for intron retention-type AS. Our findings may help explain the vast differences in intron-retention frequencies between vertebrates and higher plants.
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Affiliation(s)
- Qin Li
- State Key Laboratory of Protein and Plant Gene Research, College of Life Sciences, Peking University, Beijing 100871, China
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25
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Elliott DJ. Illuminating the Transcriptome through the Genome. Genes (Basel) 2014; 5:235-53. [PMID: 24705295 PMCID: PMC3978521 DOI: 10.3390/genes5010235] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2014] [Revised: 03/03/2014] [Accepted: 03/05/2014] [Indexed: 02/01/2023] Open
Abstract
Sequencing the human genome was a huge milestone in genetic research that revealed almost the total DNA sequence required to create a human being. However, in order to function, the DNA genome needs to be expressed as an RNA transcriptome. This article reviews how knowledge of genome sequence information has led to fundamental discoveries in how the transcriptome is processed, with a focus on new system-wide insights into how pre-mRNAs that are encoded by split genes in the genome are rearranged by splicing into functional mRNAs. These advances have been made possible by the development of new post-genome technologies to probe splicing patterns. Transcriptome-wide approaches have characterised a "splicing code" that is embedded within and has a significant role in deciphering the genome, and is deciphered by RNA binding proteins. These analyses have also found that most human genes encode multiple mRNA isoforms, and in some cases proteins, leading in turn to a re-assessment of what exactly a gene is. Analysis of the transcriptome has given insights into how the genome is packaged and transcribed, and is helping to explain important aspects of genome evolution.
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Affiliation(s)
- David J Elliott
- Institute of Genetic Medicine, Newcastle University, Newcastle, NE1 3BZ, UK.
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26
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Shen Y, Zhou Z, Wang Z, Li W, Fang C, Wu M, Ma Y, Liu T, Kong LA, Peng DL, Tian Z. Global dissection of alternative splicing in paleopolyploid soybean. THE PLANT CELL 2014; 26:996-1008. [PMID: 24681622 PMCID: PMC4001406 DOI: 10.1105/tpc.114.122739] [Citation(s) in RCA: 199] [Impact Index Per Article: 19.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/08/2014] [Revised: 03/05/2014] [Accepted: 03/12/2014] [Indexed: 05/18/2023]
Abstract
Alternative splicing (AS) is common in higher eukaryotes and plays an important role in gene posttranscriptional regulation. It has been suggested that AS varies dramatically among species, tissues, and duplicated gene families of different sizes. However, the genomic forces that govern AS variation remain poorly understood. Here, through genome-wide identification of AS events in the soybean (Glycine max) genome using high-throughput RNA sequencing of 28 samples from different developmental stages, we found that more than 63% of multiexonic genes underwent AS. More AS events occurred in the younger developmental stages than in the older developmental stages for the same type of tissue, and the four main AS types, exon skipping, intron retention, alternative donor sites, and alternative acceptor sites, exhibited different characteristics. Global computational analysis demonstrated that the variations of AS frequency and AS types were significantly correlated with the changes of gene features and gene transcriptional level. Further investigation suggested that the decrease of AS within the genome-wide duplicated genes were due to the diminution of intron length, exon number, and transcriptional level. Altogether, our study revealed that a large number of genes were alternatively spliced in the soybean genome and that variations in gene structure and transcriptional level may play important roles in regulating AS.
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Affiliation(s)
- Yanting Shen
- State Key Laboratory of Plant Cell and Chromosome Engineering, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China
- University of Chinese Academy of Sciences, Beijing 100039, China
| | - Zhengkui Zhou
- State Key Laboratory of Plant Cell and Chromosome Engineering, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China
| | - Zheng Wang
- State Key Laboratory of Plant Cell and Chromosome Engineering, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China
| | - Weiyu Li
- State Key Laboratory of Plant Cell and Chromosome Engineering, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China
| | - Chao Fang
- State Key Laboratory of Plant Cell and Chromosome Engineering, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China
- University of Chinese Academy of Sciences, Beijing 100039, China
| | - Mian Wu
- State Key Laboratory of Plant Cell and Chromosome Engineering, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China
| | - Yanming Ma
- State Key Laboratory of Plant Cell and Chromosome Engineering, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China
| | - Tengfei Liu
- State Key Laboratory of Plant Cell and Chromosome Engineering, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China
- University of Chinese Academy of Sciences, Beijing 100039, China
| | - Ling-An Kong
- State Key Laboratory for Biology of Plant Diseases and Insect Pest, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - De-Liang Peng
- State Key Laboratory for Biology of Plant Diseases and Insect Pest, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Zhixi Tian
- State Key Laboratory of Plant Cell and Chromosome Engineering, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China
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Hammond DA, Olman V, Xu Y. Functional understanding of the diverse exon-intron structures of human GPCR genes. J Bioinform Comput Biol 2013; 12:1350019. [PMID: 24467758 DOI: 10.1142/s0219720013500194] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
The GPCR genes have a variety of exon-intron structures even though their proteins are all structurally homologous. We have examined all human GPCR genes with at least two functional protein isoforms, totaling 199, aiming to gain an understanding of what may have contributed to the large diversity of the exon-intron structures of the GPCR genes. The 199 genes have a total of 808 known protein splicing isoforms with experimentally verified functions. Our analysis reveals that 1301 (80.6%) adjacent exon-exon pairs out of the total of 1,613 in the 199 genes have either exactly one exon skipped or the intron in-between retained in at least one of the 808 protein splicing isoforms. This observation has a statistical significance p-value of 2.051762 * e(-09), assuming that the observed splicing isoforms are independent of the exon-intron structures. Our interpretation of this observation is that the exon boundaries of the GPCR genes are not randomly determined; instead they may be selected to facilitate specific alternative splicing for functional purposes.
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Affiliation(s)
- Dorothy A Hammond
- Computational Systems Biology Laboratory, Department of Biochemistry and Molecular Biology and Institute of Bioinformatics, University of Georgia, Athens, GA 30602, USA
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28
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Mathiyalagan P, Keating ST, Du XJ, El-Osta A. Interplay of chromatin modifications and non-coding RNAs in the heart. Epigenetics 2013; 9:101-12. [PMID: 24247090 DOI: 10.4161/epi.26405] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023] Open
Abstract
Precisely regulated patterns of gene expression are dependent on the binding of transcription factors and chromatin-associated determinants referred to as co-activators and co-repressors. These regulatory components function with the core transcriptional machinery to serve in critical activities to alter chromatin modification and regulate gene expression. While we are beginning to understand that cell-type specific patterns of gene expression are necessary to achieve selective cardiovascular developmental programs, we still do not know the molecular machineries that localize these determinants in the heart. With clear implications for the epigenetic control of gene expression signatures, the ENCODE (Encyclopedia of DNA Elements) Project Consortium determined that about 90% of the human genome is transcribed while only 1-2% of transcripts encode proteins. Emerging evidence suggests that non-coding RNA (ncRNA) serves as a signal for decoding chromatin modifications and provides a potential molecular basis for cell type-specific and promoter-specific patterns of gene expression. The discovery of the histone methyltransferase enzyme EZH2 in the regulation of gene expression patterns implicated in cardiac hypertrophy suggests a novel role for chromatin-associated ncRNAs and is the focus of this article.
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Affiliation(s)
- Prabhu Mathiyalagan
- Epigenetics in Human Health and Disease Laboratory; Baker IDI Heart and Diabetes Institute; The Alfred Medical Research and Education Precinct; Melbourne, VIC Australia
| | - Samuel T Keating
- Epigenetics in Human Health and Disease Laboratory; Baker IDI Heart and Diabetes Institute; The Alfred Medical Research and Education Precinct; Melbourne, VIC Australia
| | - Xiao-Jun Du
- Experimental Cardiology Laboratory; Baker IDI Heart and Diabetes Institute; Melbourne, VIC Australia
| | - Assam El-Osta
- Epigenetics in Human Health and Disease Laboratory; Baker IDI Heart and Diabetes Institute; The Alfred Medical Research and Education Precinct; Melbourne, VIC Australia; Epigenomics Profiling Facility; Baker IDI Heart and Diabetes Institute; The Alfred Medical Research and Education Precinct; Melbourne, VIC Australia; Department of Pathology; The University of Melbourne; Melbourne, VIC Australia; Faculty of Medicine; Monash University; Melbourne, VIC Australia
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Chen X, Wang Q, Yang C, Rao Y, Li Q, Wan Q, Peng L, Wu S, Su J. Identification, expression profiling of a grass carp TLR8 and its inhibition leading to the resistance to reovirus in CIK cells. DEVELOPMENTAL AND COMPARATIVE IMMUNOLOGY 2013; 41:82-93. [PMID: 23632252 DOI: 10.1016/j.dci.2013.04.015] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/31/2013] [Revised: 04/19/2013] [Accepted: 04/22/2013] [Indexed: 06/02/2023]
Abstract
TLR8 (toll-like receptor 8), a homolog of TLR3, TLR7 and TLR9 as prototypical intracellular members of TLR family, is generally associated with sensing single stranded RNA and plays a pivotal role in antiviral immune response. In this study, a TLR8 gene from grass carp Ctenopharyngodon idella (designated as CiTLR8) was obtained and characterized. The full-length cDNA of CiTLR8 was of 3766 bp. The open reading frame was of 3072 bp and encoded a polypeptide of 1023 amino acids, including seventeen LRR (leucine-rich repeat) motifs, one transmembrane domain and one TIR (toll/interleukin-1 receptor) domain. A single intron with the size of 839 bp was found on the neck of start codon (ATG). CiTLR8 mRNA was ubiquitously expressed in the 15 tested tissues and the expression level in gas bladder, spleen, brain, hindgut and trunk kidney tissues was high. Besides, the CiTLR8 expression in spleen and head kidney was significantly up-regulated and reached peak at 24 h post-injection of grass carp reovirus (GCRV). CiTLR8 transcription reached peak at 8 h and then declined below the normal level post-GCRV infection in the C. idella kidney (CIK) cell line; and it was rapidly and significantly down-regulated by the stimulation of the synthetic double-stranded RNA polyriboinosinic-polyribocytidylic acid sodium salt (poly I:C) in CIK cells in a dose and time-dependent manner. The inhibitor expression vectors were constructed and transfected into CIK cell line to obtain stably expressing shRNA targeting TLR8. In CiTLR8-knockdown cells, CiTLR7 transcript weakly increased, CiIFN-I mRNA was significantly down-regulated, and the expression of CiMyD88, CiIRF7 and CiMx1 scarcely changed. Post poly I:C stimulation, CiTLR8, CiTLR7 and CiMyD88 transcripts significantly increased, CiIRF7 was down-regulated after an initial phase of increase, and CiIFN-I and CiMx1 transcripts were up-regulated. After GCRV infection, the transcripts of CiTLR8, CiTLR7, CiMyD88 and CiIRF7 were up-regulated, but CiIFN-I and CiMx1 transcripts were inhibited. Nevertheless, cells transfected with pshTLR8 vectors had strong resistance against GCRV injection, suggesting CiTLR8 might play a negative role in antiviral immune response. These results collectively suggested that CiTLR8 was a novel member of TLR gene family, engaging in antiviral innate immune defense in C. idella, which laid a foundation for the further mechanism research of TLR8 in fishes.
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Affiliation(s)
- Xiaohui Chen
- College of Animal Science and Technology, Northwest A&F University, Shaanxi Key Laboratory of Molecular Biology for Agriculture, Yangling 712100, China
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Deng C, Hsueh AJW. Evolution of a potential hormone antagonist following gene splicing during primate evolution. PLoS One 2013; 8:e64610. [PMID: 23724068 PMCID: PMC3665846 DOI: 10.1371/journal.pone.0064610] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2013] [Accepted: 04/15/2013] [Indexed: 12/20/2022] Open
Abstract
Alternative splicing of genes generates novel mRNAs, leading to the evolution of new functional proteins. Cholecystokinin (CCK) induces the release of pancreatic enzymes and the contraction of the gallbladder to promote the digestion of fat and proteins. CCK activates two G-protein-coupled receptors, CCKA and CCKB. Here, we showed that a CCKsv (splicing variant), originated de novo during Catarrhini evolution by including a portion of intronic sequence of the CCK gene, encodes novel C-terminal peptide sequence followed by a new poly-adenylation signal. CCKsv is expressed in many human tissues and likely a secreted peptide retaining the original signal peptide and the N-terminal proteolytic processing signal, together with novel C-terminal sequences. Although CCKsv cannot activate CCK receptors, it partially inhibits the CRE- or SRF-driven reporter activities stimulated by wide type CCK-8 mediated by both CCK receptors. Co-treatment with CCKsv also partially antagonizes Ewing tumor cell growth stimulated by CCK-8. Our study provides an example of new peptide hormone antagonist evolution in primates.
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Affiliation(s)
- Cheng Deng
- Program of Reproductive and Stem Cell Biology, Department of Obstetrics/Gynecology, Stanford University School of Medicine, Stanford, California, United States of America.
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Morrissey KM, Stocker SL, Wittwer MB, Xu L, Giacomini KM. Renal Transporters in Drug Development. Annu Rev Pharmacol Toxicol 2013; 53:503-29. [DOI: 10.1146/annurev-pharmtox-011112-140317] [Citation(s) in RCA: 239] [Impact Index Per Article: 21.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Kari M. Morrissey
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, California 94158; , , , ,
| | - Sophie L. Stocker
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, California 94158; , , , ,
| | - Matthias B. Wittwer
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, California 94158; , , , ,
| | - Lu Xu
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, California 94158; , , , ,
| | - Kathleen M. Giacomini
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, California 94158; , , , ,
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Sturgeon XH, Gardiner KJ. RCDA: a highly sensitive and specific alternatively spliced transcript assembly tool featuring upstream consecutive exon structures. Genomics 2012; 100:357-62. [PMID: 22971325 PMCID: PMC5470730 DOI: 10.1016/j.ygeno.2012.08.004] [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] [Received: 01/09/2012] [Revised: 08/14/2012] [Accepted: 08/14/2012] [Indexed: 01/21/2023]
Abstract
When applied to complex transcript datasets, current tools for automated assembly of mRNA sequences require long run times and produce exponentially increasing numbers of splice variants. Here, we describe RCDA, a genome-based transcript assembly tool comprising RCluster, that recursively clusters transcripts, and DAssemble, that generates composite transcript sequences through path-finding using a directed acyclic graph. Each exon included in a final transcript is associated with an array of all upstream consecutive exon structures obtained from original transcripts. When a depth-first-search path reaches an exon, the path is retained only if it contains a structure from that exon's array. RCDA assemblies, therefore, include only those transcripts with experimentally supported exon patterns. When applied to >23,000 transcripts from human chromosome 21, using biologically reasonable filters, RCDA execution time was approximately 4h. RCDA outperformed ECgene in reconstructing RefSeq transcripts and in limiting the total number of transcripts and transcripts per gene.
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Affiliation(s)
- Xiaolu H Sturgeon
- Department of Pediatrics, Linda Crnic Institute for Down Syndrome, University of Colorado Denver, Mail Stop 8608, 12700 E. 19th Avenue, Aurora, CO 80045, USA.
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Srinivasan S, Patil AH, Verma M, Bingham JL, Srivatsan R. Genome-wide Profiling of RNA splicing in prostate tumor from RNA-seq data using virtual microarrays. J Clin Bioinforma 2012. [PMID: 23181285 PMCID: PMC3533750 DOI: 10.1186/2043-9113-2-21] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Abstract
Background Second generation RNA sequencing technology (RNA-seq) offers the potential to interrogate genome-wide differential RNA splicing in cancer. However, since short RNA reads spanning spliced junctions cannot be mapped contiguously onto to the chromosomes, there is a need for methods to profile splicing from RNA-seq data. Before the invent of RNA-seq technologies, microarrays containing probe sequences representing exon-exon junctions of known genes have been used to hybridize cellular RNAs for measuring context-specific differential splicing. Here, we extend this approach to detect tumor-specific splicing in prostate cancer from a RNA-seq dataset. Method A database, SPEventH, representing probe sequences of under a million non-redundant splice events in human is created with exon-exon junctions of optimized length for use as virtual microarray. SPEventH is used to map tens of millions of reads from matched tumor-normal samples from ten individuals with prostate cancer. Differential counts of reads mapped to each event from tumor and matched normal is used to identify statistically significant tumor-specific splice events in prostate. Results We find sixty-one (61) splice events that are differentially expressed with a p-value of less than 0.0001 and a fold change of greater than 1.5 in prostate tumor compared to the respective matched normal samples. Interestingly, the only evidence, EST (BF372485), in the public database for one of the tumor-specific splice event joining one of the intron in KLK3 gene to an intron in KLK2, is also derived from prostate tumor-tissue. Also, the 765 events with a p-value of less than 0.001 is shown to cluster all twenty samples in a context-specific fashion with few exceptions stemming from low coverage of samples. Conclusions We demonstrate that virtual microarray experiments using a non-redundant database of splice events in human is both efficient and sensitive way to profile genome-wide splicing in biological samples and to detect tumor-specific splicing signatures in datasets from RNA-seq technologies. The signature from the large number of splice events that could cluster tumor and matched-normal samples into two tight separate clusters, suggests that differential splicing is yet another RNA phenotype, alongside gene expression and SNPs, that can be exploited for tumor stratification.
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Affiliation(s)
- Subhashini Srinivasan
- Institute of Bioinformatics and Applied Biotechnology, Biotech Park, Electronic City Phase I, Bangalore, 560100, India.
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Kwong EK, Kim KM, Penalosa PJ, Chan JY. Characterization of Nrf1b, a novel isoform of the nuclear factor-erythroid-2 related transcription factor-1 that activates antioxidant response element-regulated genes. PLoS One 2012; 7:e48404. [PMID: 23144760 PMCID: PMC3483171 DOI: 10.1371/journal.pone.0048404] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2012] [Accepted: 10/01/2012] [Indexed: 12/30/2022] Open
Abstract
Nuclear factor E2-related factor 1 (Nrf1) is a basic leucine zipper transcription factor that plays an important role in the activation of cytoprotective genes through the antioxidant response elements. The previously characterized long isoform of Nrf1 (Nrf1a) is targeted to the endoplasmic reticulum and accumulates in the nucleus in response to activating signals. Here we characterized a novel Nrf1 protein isoform (Nrf1b) generated through an alternative promoter and first exon that lacks the ER targeting domain of Nrf1a. The 5′-flanking region of Nrf1b directed high levels of luciferase reporter expression in cells. RT-PCR and Western blotting showed Nrf1b is widely expressed in various cell lines and mouse tissues. Immunoblot analysis of subcellular fractions and imaging of green fluorescence protein (GFP)-tagged Nrf1b demonstrate Nrf1b is constitutively localized to the nucleus. Nrf1b can activate GAL4-dependent transcription when fused to the heterologous GAL4 DNA-binding domain. Gel-shift and coimmunoprecipitation experiments demonstrate that Nrf1b forms a complex with MafG, and expression of Nrf1b activates the expression of antioxidant response element containing reporters and genes in cells. These results suggest Nrf1b is targeted to the nucleus where it activates ARE-driven genes and may play a role in modulating antioxidant response elements.
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Affiliation(s)
- Eric K. Kwong
- Department of Laboratory Medicine and Pathology, University of California Irvine, Irvine, California, United States of America
| | - Kyung-Mi Kim
- Department of Laboratory Medicine and Pathology, University of California Irvine, Irvine, California, United States of America
| | - Patrick J. Penalosa
- Department of Laboratory Medicine and Pathology, University of California Irvine, Irvine, California, United States of America
| | - Jefferson Y. Chan
- Department of Laboratory Medicine and Pathology, University of California Irvine, Irvine, California, United States of America
- * E-mail:
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Lu J, Li C, Shi C, Balducci J, Huang H, Ji HL, Chang Y, Huang Y. Identification of novel splice variants and exons of human endothelial cell-specific chemotaxic regulator (ECSCR) by bioinformatics analysis. Comput Biol Chem 2012; 41:41-50. [PMID: 23147565 DOI: 10.1016/j.compbiolchem.2012.10.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2012] [Revised: 10/10/2012] [Accepted: 10/11/2012] [Indexed: 01/01/2023]
Abstract
Recent discovery of biological function of endothelial cell-specific chemotaxic regulator (ECSCR), previously known as endothelial cell-specific molecule 2 (ECSM2), in modulating endothelial cell migration, apoptosis, and angiogenesis, has made it an attractive molecule in vascular research. Thus, identification of splice variants of ECSCR could provide new strategies for better understanding its roles in health and disease. In this study, we performed a series of blast searches on the human EST database with known ECSCR cDNA sequence (Variant 1), and identified additional three splice variants (Variants 2-4). When examining the ECSCR gene in the human genome assemblies, we found a large unknown region between Exons 9 and 11. By PCR amplification and sequencing, we partially mapped Exon 10 within this previously unknown region of the ECSCR gene. Taken together, in addition to previously reported human ECSCR, we identified three novel full-length splice variants potentially encoding different protein isoforms. We further defined a total of twelve exons and nearly all exon-intron boundaries of the gene, of which only eight are annotated in current public databases. Our work provides new information on gene structure and alternative splicing of the human ECSCR, which may imply its functional complexity. This undoubtedly opens new opportunities for future investigation of the biological and pathological significance of these ECSCR splice variants.
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Affiliation(s)
- Jia Lu
- Department of Obstetrics and Gynecology, Barrow Neurological Institute, St Joseph's Hospital and Medical Center, Phoenix, AZ 85013, USA
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Stastna M, Van Eyk JE. Analysis of protein isoforms: can we do it better? Proteomics 2012; 12:2937-48. [PMID: 22888084 DOI: 10.1002/pmic.201200161] [Citation(s) in RCA: 50] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2012] [Revised: 06/12/2012] [Accepted: 06/18/2012] [Indexed: 12/23/2022]
Abstract
Protein isoforms/splice variants can play important roles in various biological processes and can potentially be used as biomarkers or therapeutic targets/mediators. Thus, there is a need for efficient and, importantly, accurate methods to distinguish and quantify specific protein isoforms. Since protein isoforms can share a high percentage of amino acid sequence homology and dramatically differ in their cellular concentration, the task for accuracy and efficiency in methodology and instrumentation is challenging. The analysis of intact proteins has been perceived to provide a more accurate and complete result for isoform identification/quantification in comparison to analysis of the corresponding peptides that arise from protein enzymatic digestion. Recently, novel approaches have been explored and developed that can possess the accuracy and reliability important for protein isoform differentiation and isoform-specific peptide targeting. In this review, we discuss the recent development in methodology and instrumentation for enhanced detection of protein isoforms as well as the examples of their biological importance.
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Affiliation(s)
- Miroslava Stastna
- Johns Hopkins Bayview Proteomics Center, Department of Medicine, Division of Cardiology, School of Medicine, Johns Hopkins University, Baltimore, MD 21224, USA
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Srivastava K, Srivastava A, Mittal B. Potential biomarkers in gallbladder cancer: present status and future directions. Biomarkers 2012; 18:1-9. [PMID: 22931385 DOI: 10.3109/1354750x.2012.717105] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
CONTEXT Carcinoma of the gallbladder (GBC) is the most common biliary tree cancer in the world. Beside gallstones, no specific risk factors for GBC are currently established. Several published studies have identified various prognostic gene expression markers in GBC. OBJECTIVE The present article reviewed published studies on gene expression biomarkers and gallbladder cancer susceptibility. METHODS We searched the PubMed, Medline, and Embase databases using the search terms "Gallbladder", "cancer/carcinoma", "expression", "genes", "proteins", and "biomarker" updated until June 2012 and limited to English language papers. The online searching was accompanied by checking reference lists from the identified articles for potentially eligible original reports. RESULTS Potential GBC biomarkers identified by different studies were summarized. CONCLUSION To infer, the present article highlights a few potential biomarkers in GBC. However, none of the markers identified so far are effective as a routine screening test in GBC.
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Affiliation(s)
- Kshitij Srivastava
- National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, USA
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Honda A, Valogne Y, Bou Nader M, Bréchot C, Faivre J. An intron-retaining splice variant of human cyclin A2, expressed in adult differentiated tissues, induces a G1/S cell cycle arrest in vitro. PLoS One 2012; 7:e39249. [PMID: 22745723 PMCID: PMC3379989 DOI: 10.1371/journal.pone.0039249] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2012] [Accepted: 05/21/2012] [Indexed: 11/18/2022] Open
Abstract
Background Human cyclin A2 is a key regulator of S phase progression and entry into mitosis. Alternative splice variants of the G1 and mitotic cyclins have been shown to interfere with full-length cyclin functions to modulate cell cycle progression and are therefore likely to play a role in differentiation or oncogenesis. The alternative splicing of human cyclin A2 has not yet been studied. Methodology/Principal Findings Sequence-specific primers were designed to amplify various exon–intron regions of cyclin A2 mRNA in cell lines and human tissues. Intron retaining PCR products were cloned and sequenced and then overexpressed in HeLa cells. The subcellular localization of the splice variants was studied using confocal and time-lapse microscopy, and their impact on the cell cycle by flow cytometry, immunoblotting and histone H1 kinase activity. We found a splice variant of cyclin A2 mRNA called A2V6 that partly retains Intron 6. The gene expression pattern of A2V6 mRNA in human tissues was noticeably different from that of wild-type cyclin A2 (A2WT) mRNA. It was lower in proliferating fetal tissues and stronger in some differentiated adult tissues, especially, heart. In transfected HeLa cells, A2V6 localized exclusively in the cytoplasm whereas A2WT accumulated in the nucleus. We show that A2V6 induced a clear G1/S cell cycle arrest associated with a p21 and p27 upregulation and an inhibition of retinoblastoma protein phosphorylation. Like A2WT, A2V6 bound CDK2, but the A2V6/CDK2 complex did not phosphorylate histone H1. Conclusion/Significance This study has revealed that some highly differentiated human tissues express an intron-retaining cyclin A2 mRNA that induced a G1/S block in vitro. Contrary to full-length cyclin A2, which regulates cell proliferation, the A2V6 splice variant might play a role in regulating nondividing cell states such as terminal differentiation or senescence.
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Affiliation(s)
- Arata Honda
- Tokyo Metropolitan Health and Medical Treatment Corporation, Ebara Hospital, Tokyo, Japan
- INSERM, U785, Centre Hépatobiliaire, Villejuif, France
- Université Paris-Sud, Faculté de Médecine, Villejuif, France
| | - Yannick Valogne
- INSERM, U785, Centre Hépatobiliaire, Villejuif, France
- Université Paris-Sud, Faculté de Médecine, Villejuif, France
| | - Myriam Bou Nader
- INSERM, U785, Centre Hépatobiliaire, Villejuif, France
- Université Paris-Sud, Faculté de Médecine, Villejuif, France
| | - Christian Bréchot
- INSERM, U785, Centre Hépatobiliaire, Villejuif, France
- Université Paris-Sud, Faculté de Médecine, Villejuif, France
| | - Jamila Faivre
- INSERM, U785, Centre Hépatobiliaire, Villejuif, France
- Université Paris-Sud, Faculté de Médecine, Villejuif, France
- * E-mail:
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Vinogradov DV, Tsoi OV, Zaika AV, Lobanov AV, Turanov AA, Gladishev VN, Gel’fand MS. Draft macronucleus genome of Euplotes crassus ciliate. Mol Biol 2012. [DOI: 10.1134/s0026893312020197] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Consiglio A, Carella M, De Caro G, Delle Foglie G, Giovannelli C, Grillo G, Ianigro M, Licciulli F, Palumbo O, Piepoli A, Ranieri E, Liuni S. BEAT: Bioinformatics Exon Array Tool to store, analyze and visualize Affymetrix GeneChip Human Exon Array data from disease experiments. BMC Bioinformatics 2012; 13 Suppl 4:S21. [PMID: 22536968 PMCID: PMC3314565 DOI: 10.1186/1471-2105-13-s4-s21] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND It is known from recent studies that more than 90% of human multi-exon genes are subject to Alternative Splicing (AS), a key molecular mechanism in which multiple transcripts may be generated from a single gene. It is widely recognized that a breakdown in AS mechanisms plays an important role in cellular differentiation and pathologies. Polymerase Chain Reactions, microarrays and sequencing technologies have been applied to the study of transcript diversity arising from alternative expression. Last generation Affymetrix GeneChip Human Exon 1.0 ST Arrays offer a more detailed view of the gene expression profile providing information on the AS patterns. The exon array technology, with more than five million data points, can detect approximately one million exons, and it allows performing analyses at both gene and exon level. In this paper we describe BEAT, an integrated user-friendly bioinformatics framework to store, analyze and visualize exon arrays datasets. It combines a data warehouse approach with some rigorous statistical methods for assessing the AS of genes involved in diseases. Meta statistics are proposed as a novel approach to explore the analysis results. BEAT is available at http://beat.ba.itb.cnr.it. RESULTS BEAT is a web tool which allows uploading and analyzing exon array datasets using standard statistical methods and an easy-to-use graphical web front-end. BEAT has been tested on a dataset with 173 samples and tuned using new datasets of exon array experiments from 28 colorectal cancer and 26 renal cell cancer samples produced at the Medical Genetics Unit of IRCCS Casa Sollievo della Sofferenza.To highlight all possible AS events, alternative names, accession Ids, Gene Ontology terms and biochemical pathways annotations are integrated with exon and gene level expression plots. The user can customize the results choosing custom thresholds for the statistical parameters and exploiting the available clinical data of the samples for a multivariate AS analysis. CONCLUSIONS Despite exon array chips being widely used for transcriptomics studies, there is a lack of analysis tools offering advanced statistical features and requiring no programming knowledge. BEAT provides a user-friendly platform for a comprehensive study of AS events in human diseases, displaying the analysis results with easily interpretable and interactive tables and graphics.
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Affiliation(s)
- Arianna Consiglio
- Institute for Biomedical Technologies of Bari - ITB, National Research Council, Bari, 70126, Italy
| | - Massimo Carella
- Medical Genetics Unit, Casa Sollievo della Sofferenza IRCCS, San Giovanni Rotondo Foggia, 71013, Italy
| | - Giorgio De Caro
- Institute for Biomedical Technologies of Bari - ITB, National Research Council, Bari, 70126, Italy
| | - Gianfranco Delle Foglie
- Institute for Biomedical Technologies of Bari - ITB, National Research Council, Bari, 70126, Italy
| | - Candida Giovannelli
- Institute of Intelligent Systems for Automation - ISSIA, National Research Council, Bari, 70126, Italy
| | - Giorgio Grillo
- Institute for Biomedical Technologies of Bari - ITB, National Research Council, Bari, 70126, Italy
| | - Massimo Ianigro
- Institute of Intelligent Systems for Automation - ISSIA, National Research Council, Bari, 70126, Italy
| | - Flavio Licciulli
- Institute for Biomedical Technologies of Bari - ITB, National Research Council, Bari, 70126, Italy
| | - Orazio Palumbo
- Medical Genetics Unit, Casa Sollievo della Sofferenza IRCCS, San Giovanni Rotondo Foggia, 71013, Italy
| | - Ada Piepoli
- Department and Laboratory of Gastroenterology Unit, Casa Sollievo della Sofferenza IRCCS, San Giovanni Rotondo Foggia, 71013, Italy
| | - Elena Ranieri
- Department of Biomedical Science, University of Foggia, Foggia, 71122, Italy
| | - Sabino Liuni
- Institute for Biomedical Technologies of Bari - ITB, National Research Council, Bari, 70126, Italy
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Marquez Y, Brown JWS, Simpson C, Barta A, Kalyna M. Transcriptome survey reveals increased complexity of the alternative splicing landscape in Arabidopsis. Genome Res 2012; 22:1184-95. [PMID: 22391557 PMCID: PMC3371709 DOI: 10.1101/gr.134106.111] [Citation(s) in RCA: 553] [Impact Index Per Article: 46.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Alternative splicing (AS) is a key regulatory mechanism that contributes to transcriptome and proteome diversity. As very few genome-wide studies analyzing AS in plants are available, we have performed high-throughput sequencing of a normalized cDNA library which resulted in a high coverage transcriptome map of Arabidopsis. We detect ∼150,000 splice junctions derived mostly from typical plant introns, including an eightfold increase in the number of U12 introns (2069). Around 61% of multiexonic genes are alternatively spliced under normal growth conditions. Moreover, we provide experimental validation of 540 AS transcripts (from 256 genes coding for important regulatory factors) using high-resolution RT-PCR and Sanger sequencing. Intron retention (IR) is the most frequent AS event (∼40%), but many IRs have relatively low read coverage and are less well-represented in assembled transcripts. Additionally, ∼51% of Arabidopsis genes produce AS transcripts which do not involve IR. Therefore, the significance of IR in generating transcript diversity was generally overestimated in previous assessments. IR analysis allowed the identification of a large set of cryptic introns inside annotated coding exons. Importantly, a significant fraction of these cryptic introns are spliced out in frame, indicating a role in protein diversity. Furthermore, we show extensive AS coupled to nonsense-mediated decay in AFC2, encoding a highly conserved LAMMER kinase which phosphorylates splicing factors, thus establishing a complex loop in AS regulation. We provide the most comprehensive analysis of AS to date which will serve as a valuable resource for the plant community to study transcriptome complexity and gene regulation.
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Affiliation(s)
- Yamile Marquez
- Max F. Perutz Laboratories, Medical University of Vienna, Vienna, Austria
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Ghafouri-Fard S, Ghafouri-Fard S, Modarressi M. Short Communication Expression of splice variants of cancer-testis genes ODF3 and ODF4 in the testis of a prostate cancer patient. GENETICS AND MOLECULAR RESEARCH 2012; 11:3642-8. [DOI: 10.4238/2012.october.4.11] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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Lee CW, Chen IT, Chou PH, Hung HY, Wang KVHC. Heterogeneous nuclear ribonucleoprotein hrp36 acts as an alternative splicing repressor in Litopenaeus vannamei Dscam. DEVELOPMENTAL AND COMPARATIVE IMMUNOLOGY 2012; 36:10-20. [PMID: 21663760 DOI: 10.1016/j.dci.2011.05.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/17/2011] [Revised: 05/18/2011] [Accepted: 05/18/2011] [Indexed: 05/30/2023]
Abstract
Heterogeneous nuclear ribonucleoproteins (hnRNPs) are highly conserved from nematode to mammal because they play an important role in several aspects of pre-mRNA maturation, including RNA packaging and alternative splicing. In Drosophila, the hnRNP A1 homolog hrp36 regulates alternative splicing in several genes, including the Down syndrome cell adhesion molecule (Dscam), which produces tens of thousands of isoforms from one locus. In this study, the first hrp36 gene was identified and characterized from Litopenaeus vannamei (Lvhrp36). Its open reading frame (ORF) contains 1101 bp encoding 366 amino acids. The deduced Lvhrp36 protein includes two copies of the RNA recognition motif (RRM), a C-terminal glycine-rich domain (GRD), the highly degenerate RNP consensus sequences RNP-1 and RNP-2, and two RGG boxes. Tissue tropism analysis indicated that Lvhrp36 is expressed ubiquitously and at high levels in most tissues. dsRNA silencing of shrimp Lvhrp36 in vivo induced abnormal exon inclusions in LvDscam, especially in the Ig3 variable region. In the Ig3 region, a total of 14 different combinations were arranged in three different types of abnormal inclusion pattern. This compares to a single combination (one abnormal pattern) in Ig2 and three different combinations (one abnormal pattern) in Ig7. This is the first evidence to suggest that hrp36 may be involved in the regulation of the Ig7 variable region, and it is noteworthy because, at least in Drosophila, there are no hrp36 binding sequences in the Ig7 exon cluster. The above aberrant events were not observed in all of the Lvhrp36-silenced shrimp, and even when they occurred, the normal patterns of inclusion were far more common. We hypothesize that this continued prevalence of normal inclusions was probably due to other unsilenced proteins that were able to rescue Lvhrp36's functionality. Taken together, our results suggest that Lvhrp36 acts as a splicing repressor that regulates alternative splicing events in the Ig2, Ig3 and Ig7 variable regions of shrimp L. vannamei Dscam.
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Affiliation(s)
- Chung-Wei Lee
- Institute of Biotechnology, College of Bioscience and Biotechnology, National Cheng Kung University, Tainan 701, Taiwan
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Wang K, Wernersson R, Brunak S. The strength of intron donor splice sites in human genes displays a bell-shaped pattern. Bioinformatics 2011; 27:3079-84. [PMID: 21994226 DOI: 10.1093/bioinformatics/btr532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
MOTIVATION The gene concept has recently changed from the classical one protein notion into a much more diverse picture, where overlapping or fused transcripts, alternative transcription initiation, and genes within genes, add to the complexity generated by alternative splicing. Increased understanding of the mechanisms controlling pre-mRNA splicing is thus important for a wide range of aspects relating to gene expression. RESULTS We have discovered a convex gene delineating pattern in the strength of 5' intron splice sites. When comparing the strengths of > 18,000 intron containing Human genes, we found that when analysing them separately according to the number of introns they contain, initial splice sites were always stronger on average than subsequent ones, and that a similar reversed trend exist towards the terminal gene part. The convex pattern is strongest for genes with up to 10 introns. Interestingly, when analysing the intron containing gene pool from mouse consisting of >15,000 genes, we found the convex pattern to be conserved despite > 75 million years of evolutionary divergence between the two organisms. We also analysed an interesting, novel class of chimeric genes which during spliceosome assembly are fused and in tandem are transcribed and spliced into a single mature mRNA sequence. In their splice site patterns, these genes individually seem to deviate from the convex pattern, offering a possible rationale behind their fusion into a single transcript.
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Affiliation(s)
- Kai Wang
- Center for Biological Sequence Analysis, Department of Systems Biology, Technical University of Denmark, DK-2800 Lyngby, Denmark
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Moss SP, Joyce DA, Humphries S, Tindall KJ, Lunt DH. Comparative analysis of teleost genome sequences reveals an ancient intron size expansion in the zebrafish lineage. Genome Biol Evol 2011; 3:1187-96. [PMID: 21920901 PMCID: PMC3205604 DOI: 10.1093/gbe/evr090] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
We have developed a bioinformatics pipeline for the comparative evolutionary analysis of Ensembl genomes and have used it to analyze the introns of the five available teleost fish genomes. We show our pipeline to be a powerful tool for revealing variation between genomes that may otherwise be overlooked with simple summary statistics. We identify that the zebrafish, Danio rerio, has an unusual distribution of intron sizes, with a greater number of larger introns in general and a notable peak in the frequency of introns of approximately 500 to 2,000 bp compared with the monotonically decreasing frequency distributions of the other fish. We determine that 47% of D. rerio introns are composed of repetitive sequences, although the remainder, over 331 Mb, is not. Because repetitive elements may be the origin of the majority of all noncoding DNA, it is likely that the remaining D. rerio intronic sequence has an ancient repetitive origin and has since accumulated so many mutations that it can no longer be recognized as such. To study such an ancient expansion of repeats in the Danio, lineage will require further comparative analysis of fish genomes incorporating a broader distribution of teleost lineages.
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Castaman G, Giacomelli SH, Mancuso ME, D'Andrea G, Santacroce R, Sanna S, Santagostino E, Mannucci PM, Goodeve A, Rodeghiero F. Deep intronic variations may cause mild hemophilia A. J Thromb Haemost 2011; 9:1541-8. [PMID: 21689372 DOI: 10.1111/j.1538-7836.2011.04408.x] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
BACKGROUND In about 10% of patients with mild hemophilia A, no candidate gene mutations are apparent after complete gene sequencing. AIM OF THE STUDY To analyze factor VIII gene (F8) mRNA for mutations in five families with mild hemophilia A with no apparent genomic mutation and a reduced response to desmopressin. RESULTS In four cases, mRNA studies revealed the presence of an abnormal mRNA transcript in addition to normal F8 mRNA. Sequencing of the abnormal transcripts revealed complex abnormalities, which allowed the identification of three different intronic variations (c.2113+1152delA, c.5587-93C>T and c.5999-277G>A) at the DNA level, absent from 387 normal alleles. By in silico analysis, c.2113+1152delA and c.5587-93C>T were strongly predicted to result in the generation of new splice sites with the introduction of premature termination codons, while c.5999-277G>A was predicted to generate a new protein with 30 additional amino acids. However, these predictions were not homogeneous across the different mutations and programs used. The detrimental effect of two mutations was also confirmed by in vitro expression studies. These changes were also identified in related female carriers and in other mild HA patients not included in the original study. No mRNA abnormality was identified in the remaining patient. CONCLUSIONS Although rare, deep intronic variations may be responsible for mild hemophilia A where no other F8 mutations have been identified and may be associated with a reduced biologic response to desmopressin. F8 mRNA analysis is a useful tool for the identification of deep intronic variation not detectable by standard DNA sequencing.
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Affiliation(s)
- G Castaman
- Department of Cell Therapy and Hematology, Hemophilia and Thrombosis Center, San Bortolo Hospital, Vicenza, Italy.
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Hatakeyama K, Ohshima K, Fukuda Y, Ogura SI, Terashima M, Yamaguchi K, Mochizuki T. Identification of a novel protein isoform derived from cancer-related splicing variants using combined analysis of transcriptome and proteome. Proteomics 2011; 11:2275-82. [DOI: 10.1002/pmic.201100016] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2011] [Revised: 02/15/2011] [Accepted: 03/03/2011] [Indexed: 12/22/2022]
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Shishkin SS, Lisitskaya KV, Krakhmaleva IN. Biochemical polymorphism of the growth hormone system proteins and its manifestations in human prostate cells. BIOCHEMISTRY (MOSCOW) 2011; 75:1547-62. [PMID: 21417994 DOI: 10.1134/s0006297910130043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The basic mechanisms are considered that are responsible for producing biochemical polymorphism of human proteins realized at three basic levels: the structures of genome and genes; the transcription and maturation of transcripts; the postsynthetic formation of functionally active protein products of gene expression. The data on biochemical polymorphism of growth hormone (GH) and some other proteins that are directly or indirectly necessary for its functioning and support this polymorphism by polylocus, polyallelism, alternative splicing, and various postsynthetic modifications are analyzed. The role of polymorphic proteins of the GH system is discussed in formation of a variety of oligomeric molecular structures of this system (multicomponent transport complexes, receptors, and endocellular protein ensembles involved in the regulation of gene expression). It is emphasized that such structural polymorphism significantly influences the biological effects in various parts of the GH system during physiological processes and in tumors, in particular in prostate cancer.
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Affiliation(s)
- S S Shishkin
- Bach Institute of Biochemistry, Russian Academy of Sciences, Moscow, Russia.
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de Souza JES, Ramalho RF, Galante PAF, Meyer D, de Souza SJ. Alternative splicing and genetic diversity: silencers are more frequently modified by SNVs associated with alternative exon/intron borders. Nucleic Acids Res 2011; 39:4942-8. [PMID: 21398627 PMCID: PMC3130264 DOI: 10.1093/nar/gkr081] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
With the availability of a large amount of genomic data it is expected that the influence of single nucleotide variations (SNVs) in many biological phenomena will be elucidated. Here, we approached the problem of how SNVs affect alternative splicing. First, we observed that SNVs and exonic splicing regulators (ESRs) independently show a biased distribution in alternative exons. More importantly, SNVs map more frequently in ESRs located in alternative exons than in ESRs located in constitutive exons. By looking at SNVs associated with alternative exon/intron borders (by their common presence in the same cDNA molecule), we observed that a specific type of ESR, the exonic splicing silencers (ESSs), are more frequently modified by SNVs. Our results establish a clear association between genetic diversity and alternative splicing involving ESSs.
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Affiliation(s)
- Jorge E S de Souza
- Ludwig Institute for Cancer Research at Hospital Alemão Oswaldo Cruz, São Paulo, SP, 01509-010, Brasil
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Jezierski A, Ly D, Smith B, Smith C, Tremblay R, Gruslin A, Sikorska M, Bani-Yaghoub M. Novel RBPJ transcripts identified in human amniotic fluid cells. Stem Cell Rev Rep 2011; 6:677-84. [PMID: 20574714 DOI: 10.1007/s12015-010-9162-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The NOTCH signaling pathway plays important roles in stem cell maintenance, cell-fate determination and differentiation during development. Following ligand binding, the cleaved NOTCH intracellular domain (NICD) interacts directly with the recombinant signal binding protein for immunoglobulin kappa J region (RBPJ) transcription factor and the resulting complex targets gene expression in the nucleus. To date, four human RBPJ isoforms have been described in Entrez Gene, varying in the first 5'coding exons. Using an improved protocol, we were able to further identify all four known and five novel RBPJ transcript variants in human amniotic fluid (AF) cells, a cell type known for its stem cell characteristics. In addition, we used human embryonal carcinoma (EC) NTera2/D1 (NT2) cells and NT2-derived neuron and astrocytes to compare the expression pattern of RBPJ transcripts. Further examination of RBPJ transcripts showed that the novel splice variants contain open reading frames in-frame with the known isoforms, suggesting that they can putatively generate similar function proteins. All known and novel RBPJ transcripts contain the putative nuclear localization signal (NLS), an important component of RBPJ-mediated gene regulation.
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Affiliation(s)
- Anna Jezierski
- Neurogenesis and Brain Repair, Neurobiology Program, Institute for Biological Sciences, National Research Council Canada, Building M-54, 1200 Montreal Road, Ottawa, Canada
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