scholarly journals Genome-wide analyses of the prognosis-related mRNA alternative splicing landscape and novel splicing factors based on large-scale low grade glioma cohort

Aging ◽  
2020 ◽  
Vol 12 (13) ◽  
pp. 13684-13700
Author(s):  
Wang-Rui Liu ◽  
Chuan-Yu Li ◽  
Wen-Hao Xu ◽  
Xiao-Juan Liu ◽  
Hai-Dan Tang ◽  
...  
2012 ◽  
Vol 2012 ◽  
pp. 1-9 ◽  
Author(s):  
Sophie Germann ◽  
Lise Gratadou ◽  
Martin Dutertre ◽  
Didier Auboeuf

Numerous studies report splicing alterations in a multitude of cancers by using gene-by-gene analysis. However, understanding of the role of alternative splicing in cancer is now reaching a new level, thanks to the use of novel technologies allowing the analysis of splicing at a large-scale level. Genome-wide analyses of alternative splicing indicate that splicing alterations can affect the products of gene networks involved in key cellular programs. In addition, many splicing variants identified as being misregulated in cancer are expressed in normal tissues. These observations suggest that splicing programs contribute to specific cellular programs that are altered during cancer initiation and progression. Supporting this model, recent studies have identified splicing factors controlling cancer-associated splicing programs. The characterization of splicing programs and their regulation by splicing factors will allow a better understanding of the genetic mechanisms involved in cancer initiation and progression and the development of new therapeutic targets.


2007 ◽  
Vol 283 (3) ◽  
pp. 1229-1233 ◽  
Author(s):  
Claudia Ben-Dov ◽  
Britta Hartmann ◽  
Josefin Lundgren ◽  
Juan Valcárcel

Alternative splicing of mRNA precursors allows the synthesis of multiple mRNAs from a single primary transcript, significantly expanding the information content and regulatory possibilities of higher eukaryotic genomes. High-throughput enabling technologies, particularly large-scale sequencing and splicing-sensitive microarrays, are providing unprecedented opportunities to address key questions in this field. The picture emerging from these pioneering studies is that alternative splicing affects most human genes and a significant fraction of the genes in other multicellular organisms, with the potential to greatly influence the evolution of complex genomes. A combinatorial code of regulatory signals and factors can deploy physiologically coherent programs of alternative splicing that are distinct from those regulated at other steps of gene expression. Pre-mRNA splicing and its regulation play important roles in human pathologies, and genome-wide analyses in this area are paving the way for improved diagnostic tools and for the identification of novel and more specific pharmaceutical targets.


2018 ◽  
Author(s):  
Jin Li ◽  
Peng Yu

AbstractPsoriasis is a chronic inflammatory disease that affects the skin, nails, and joints. For understanding the mechanism of psoriasis, though, alternative splicing analysis has received relatively little attention in the field. Here, we developed and applied several computational analysis methods to study psoriasis. Using psoriasis mouse and human datasets, our differential alternative splicing analyses detected hundreds of differential alternative splicing changes. Our analysis of conservation revealed many exon-skipping events conserved between mice and humans. In addition, our splicing signature comparison analysis using the psoriasis datasets and our curated splicing factor perturbation RNA-Seq database, SFMetaDB, identified nine candidate splicing factors that may be important in regulating splicing in the psoriasis mouse model dataset. Three of the nine splicing factors were confirmed upon analyzing the human data. Our computational methods have generated predictions for the potential role of splicing in psoriasis. Future experiments on the novel candidates predicted by our computational analysis are expected to provide a better understanding of the molecular mechanism of psoriasis and to pave the way for new therapeutic treatments.


2020 ◽  
Author(s):  
Richard Rigo ◽  
Jérémie Bazin ◽  
Natali Romero-Barrios ◽  
Michaël Moison ◽  
Leandro Lucero ◽  
...  

ABSTRACTAlternative splicing (AS) is a major source of transcriptome and proteome diversity in higher organisms. Long noncoding RNAs (lncRNAs) have emerged as regulators of AS through a range of molecular mechanisms. In Arabidopsis thaliana, the AS regulators NSRa and b, which affect auxin-driven lateral root formation, can interact with the ALTERNATIVE SPLICING COMPETITOR (ASCO) lncRNA. Here, we analyzed the effect of the knockdown and overexpression of ASCO at genome-wide level and found a high number of deregulated and differentially spliced genes, related to flagellin responses and biotic stress. In agreement, roots from ASCO-knocked down plants are more sensitive to flagellin. Surprisingly, only a minor subset of genes overlapped with the AS defects of the nsra/b double mutant. Using biotin-labelled oligonucleotides for RNA-mediated ribonucleoprotein purification, we found that ASCO binds to the highly conserved core spliceosome component PRP8a. ASCO deregulation impairs the recognition of specific flagellin-related transcripts by PRP8a and SmD1b, another spliceosome component, suggesting that ASCO function regulates AS through the interaction with multiple splicing factors. Hence, lncRNAs may interact in a dynamic network with many splicing factors to modulate transcriptome reprogramming in eukaryotes.


2019 ◽  
Vol 12 (1) ◽  
Author(s):  
Yaomin Li ◽  
Zhonglu Ren ◽  
Yuping Peng ◽  
Kaishu Li ◽  
Xiran Wang ◽  
...  

Abstract Background Previously developed classifications of glioma have provided enormous advantages for the diagnosis and treatment of glioma. Although the role of alternative splicing (AS) in cancer, especially in glioma, has been validated, a comprehensive analysis of AS in glioma has not yet been conducted. In this study, we aimed at classifying glioma based on prognostic AS. Methods Using the TCGA glioblastoma (GBM) and low-grade glioma (LGG) datasets, we analyzed prognostic splicing events. Consensus clustering analysis was conducted to classified glioma samples and correlation analysis was conducted to characterize regulatory network of splicing factors and splicing events. Results We analyzed prognostic splicing events and proposed novel splicing classifications across pan-glioma samples (labeled pST1–7) and across GBM samples (labeled ST1–3). Distinct splicing profiles between GBM and LGG were observed, and the primary discriminator for the pan-glioma splicing classification was tumor grade. Subtype-specific splicing events were identified; one example is AS of zinc finger proteins, which is involved in glioma prognosis. Furthermore, correlation analysis of splicing factors and splicing events identified SNRPB and CELF2 as hub splicing factors that upregulated and downregulated oncogenic AS, respectively. Conclusion A comprehensive analysis of AS in glioma was conducted in this study, shedding new light on glioma heterogeneity and providing new insights into glioma diagnosis and treatment.


2019 ◽  
Author(s):  
Junqing Wang ◽  
Yixin Chen ◽  
Keli Xu ◽  
Yin-yuan Mo ◽  
Yunyun Zhou

AbstractA number of recent studies have highlighted the findings that certain lncRNAs are associated with alternative splicing (AS) in tumorigenesis and progression. Although existing work showed the importance of linking certain misregulations of RNA splicing with lncRNAs, a primary concern is the lack of genome-wide comprehensive analysis for their associations.We analyzed an extensive collection of RNA-seq data, quantified 198,619 isoform expressions, and found systematic isoform usage changes between hepatocellular carcinoma (HCC) and normal liver tissue. We identified a total of 1375 splicing switched isoforms and further analyzed their biological functions.To predict which lncRNAs are associated with these AS genes, we integrated the co-expression networks and epigenetic interaction networks collected from text mining and database searching, linking lncRNA modulators such as splicing factors, transcript factors, and miRNAs with their targeted AS genes in HCC. To model the heterogeneous networks in a single framework, we developed a multi-graphic random walk (RWMG) network method to prioritize the lncRNAs associated with AS in HCC. RWMG showed a good performace evaluated by ROC curve based on cross-validation and bootstrapping strategy.As a summary, we identified 31 AS-related lncRNAs including MALAT1 and HOXA11-AS, which have been reported before, as well as some novel lncRNAs such as DNM1P35, HAND2-AS1, and DLX6-AS1. Survival analysis further confirmed the clinical significance of identified lncRNAs.


2005 ◽  
Vol 1 (1) ◽  
pp. 16-18 ◽  
Author(s):  
Fang Rong Hsu ◽  
Hwan-You Chang ◽  
Yaw-Lin Lin ◽  
Yin-Te Tsai ◽  
Hui-Ling Peng ◽  
...  

Blood ◽  
2012 ◽  
Vol 120 (21) ◽  
pp. 652-652
Author(s):  
Sophia Adamia ◽  
Hervé Avet-Loiseau ◽  
Jana Jakubikova ◽  
Suzan Lazo-Kallanian ◽  
John Daley ◽  
...  

Abstract Abstract 652 Long-term survival of patients with acute myeloid leukemia (AML) is poor, and new forms of therapy are needed. Many genetic lesions have been identified and studied, and most patients have chromosome translocations or other mutations that promote self-renewal of leukemic stem cells, block differentiation, enhance growth, and block apoptosis. Only a few of these mutations result in druggable targets (e.g., PML-RARa, Kit, PDGFR, FLT3 for instance). In addition to genetic lesions, epigenetic abnormalities have been shown to be very common in AML, and provide opportunities for novel treatments. Using genome-wide approaches to identify alternative splicing, we have recently shown that AML cells have a high level of aberrantly regulated genome-wide alternative splicing (AS) as a frequent epigenetic event. By comparing samples from 62 AML patients with 10 normal donors (NDs) we identified 428 genes differentially spliced in AML. A list of differentially spliced genes includes 50 oncogenes and 52 tumor suppressor genes, as well as genes encoding proteins involved in cell proliferation and differentiation, and apoptosis. We evaluated splicing event frequency in AML compared to NDs and we observed that on average 527 (range 137–1657) genes were identified as differentially spliced in any given patient, out of 62 analyzed. Also, we found that any given differentially spliced gene, of the 3,108 detected, were spliced on average in 26 (range 1–54) AML patients. Thus, splicing aberrations are highly recurrent in AML patients. To identify the causes of aberrant splicing in AML, we evaluated transcript levels of the 24 major splicing factors (SFs) that are involved in the first and second splicing transesterification reactions. These splicing factors are important proteins involved in spliceosomalassembly. Expression levels of these SFs were evaluated in 20 AML patients exhibiting high levels of AS. Quantitative RT-PCR analysis showed significant (up to 30 fold) upregulation of U2AF2 (P<2.00E-07), PTBP (P=3.00E-04) and SFRS12 (P=0.002) SF transcript levels in AML patient samples compared to CD34+ cells from NDs. In preliminary studies, we also detected elevated expression of U2AF2 and PTBP proteins in several patient samples. These results suggest the intriguing possibility that aberrant splicing in AML may be the result of alterations of these SFs. To test this hypothesis we generated stably transfected HEK293 cell lines overexpressing U2AF2 or PTBP. We have developed a synthetic semi-quantitative splicing assay to evaluate the effects of overexpression of these SFs. We have obtained a minigene cassette of the p53 inducible PIG3 gene based on previous splicing studies. The minigene cassette was cloned between RFP (red fluorescent prtoein) and GFP (green fluorescent prtoein) in such a way that translation of the normally spliced transcript results in expression of RFP and GFP, while aberrant splicing results in the expression of RFP only. Production of a similar minigene cassette that includes exons/introns of a gene that is subjected to aberrant splicing in AML (NOTCH2, FLT3 and CD13) is in progress. In studies, completed so far, with the PIG3 minigene cassette construct transiently transfected into the HEK293 cells lines, overexpression of PTBP increased aberrant splicing of the PIG3 minigene. Similar studies testing the effects of elevated levels of U2AF2 and PTBP on NOTCH2 and other genes misspliced in AML (such as FLT3 and CD13) will be presented. Our results indicate that aberrant splicing could be an important event in AML, and development of an in vitro, synthetic splicing assay will enable us to better understand the underlying causes of this process in AML. Disclosures: No relevant conflicts of interest to declare.


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