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Title:
Identification of Prognostic Signatures of Alternative Splicing in Glioma | Journal of Molecular Neuroscience
Description:
Alternative splicing (AS) is a ubiquitous mechanism in which pre-mRNA can be spliced into divergent variants and involved in carcinogenesis and progression in several cancers. In the present study, we systematically profiled prognostic AS signatures involving both low grade glioma (LGG) and glioblastoma (GBM) and investigated the association of AS signatures with tumor grade and IDH1 status in glioma. Percent spliced in (PSI) values and corresponding clinical data were obtained from TCGA SpliceSeq and TCGA data portal, respectively. Prognostic AS signatures were identified using univariate and stepwise multivariate Cox regression. Heatmap analysis was performed based on prognostic AS signatures. A prognostic signature was established with 69 and 88 AS events, including specific splicing events of MUTYH, STEAP3, and CTNNB1, in LGG and GBM cohorts, respectively. The area under the curve (AUC) of the prediction model was 0.968 at 2000 days of overall survival (OS) in the LGG cohort and 0.966 at 450 days of OS in the GBM cohort. In addition, these prognostic AS signatures could complement current molecular classification, such as IDH1 mutation, 1p/19q codeletion, and ATRX loss, of glioma and further identify potential subgroups of glioma with the same molecular features. In conclusion, our study systematically profiled prognostic AS events involving both low grade glioma and glioblastoma for the first time, which also shed light on the crosstalk between AS signatures and molecular features of glioma.
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Keywords {🔍}
pubmed, article, google, scholar, splicing, cas, alternative, central, glioblastoma, cancer, glioma, prognostic, wang, signatures, molecular, zhang, cell, grade, access, httpsdoiorgs, china, analysis, data, zeng, clinical, nucleic, acids, nature, privacy, cookies, content, journal, identification, events, survival, rna, patients, res, temozolomide, university, peoples, information, publish, research, search, peidong, zhou, gao, study, mutyh,
Topics {✒️}
month download article/chapter high-grade midline gliomas large-scale sequencing data genome-wide identification splice-switching antisense oligonucleotides central nervous system low grade glioma low-grade glioma tumor-infiltrating immune cells alternative rna splicing full article pdf rna sequencing experiments high-grade gliomas prognostic signature primary brain tumours rna mis-splicing brain development frontiers systematically profiled prognostic related subjects alternative isoform regulation studying alternative splicing mknk2 alternative splicing privacy choices/manage cookies promotes glioblastoma growth alternative splicing events alternative mrna splicing splice-switching oligonucleotides identifying isoform regulation molecular neuroscience aims cancer nucleic acids lineage-specific splicing oncogenic splice-switching alternative splicing signatures article zeng altered splicing leads article journal ye song pre-mrna splicing predicted cis regulation article log check access instant access pan-cancer analysis natural science fund 1p/19q codeletion molecular features genotype-phenotype correlation transmembrane epithelial antigen 1093/carcin/bgy123 mogilevsky o'rourke dm
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headline:Identification of Prognostic Signatures of Alternative Splicing in Glioma
description:Alternative splicing (AS) is a ubiquitous mechanism in which pre-mRNA can be spliced into divergent variants and involved in carcinogenesis and progression in several cancers. In the present study, we systematically profiled prognostic AS signatures involving both low grade glioma (LGG) and glioblastoma (GBM) and investigated the association of AS signatures with tumor grade and IDH1 status in glioma. Percent spliced in (PSI) values and corresponding clinical data were obtained from TCGA SpliceSeq and TCGA data portal, respectively. Prognostic AS signatures were identified using univariate and stepwise multivariate Cox regression. Heatmap analysis was performed based on prognostic AS signatures. A prognostic signature was established with 69 and 88 AS events, including specific splicing events of MUTYH, STEAP3, and CTNNB1, in LGG and GBM cohorts, respectively. The area under the curve (AUC) of the prediction model was 0.968 at 2000 days of overall survival (OS) in the LGG cohort and 0.966 at 450 days of OS in the GBM cohort. In addition, these prognostic AS signatures could complement current molecular classification, such as IDH1 mutation, 1p/19q codeletion, and ATRX loss, of glioma and further identify potential subgroups of glioma with the same molecular features. In conclusion, our study systematically profiled prognostic AS events involving both low grade glioma and glioblastoma for the first time, which also shed light on the crosstalk between AS signatures and molecular features of glioma.
datePublished:2020-06-29T00:00:00Z
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Alternative splicing
Low grade glioma
Glioblastoma
Prognostic signature
Grade
Molecular features
Neurosciences
Neurochemistry
Cell Biology
Proteomics
Neurology
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description:Alternative splicing (AS) is a ubiquitous mechanism in which pre-mRNA can be spliced into divergent variants and involved in carcinogenesis and progression in several cancers. In the present study, we systematically profiled prognostic AS signatures involving both low grade glioma (LGG) and glioblastoma (GBM) and investigated the association of AS signatures with tumor grade and IDH1 status in glioma. Percent spliced in (PSI) values and corresponding clinical data were obtained from TCGA SpliceSeq and TCGA data portal, respectively. Prognostic AS signatures were identified using univariate and stepwise multivariate Cox regression. Heatmap analysis was performed based on prognostic AS signatures. A prognostic signature was established with 69 and 88 AS events, including specific splicing events of MUTYH, STEAP3, and CTNNB1, in LGG and GBM cohorts, respectively. The area under the curve (AUC) of the prediction model was 0.968 at 2000 days of overall survival (OS) in the LGG cohort and 0.966 at 450 days of OS in the GBM cohort. In addition, these prognostic AS signatures could complement current molecular classification, such as IDH1 mutation, 1p/19q codeletion, and ATRX loss, of glioma and further identify potential subgroups of glioma with the same molecular features. In conclusion, our study systematically profiled prognostic AS events involving both low grade glioma and glioblastoma for the first time, which also shed light on the crosstalk between AS signatures and molecular features of glioma.
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Low grade glioma
Glioblastoma
Prognostic signature
Grade
Molecular features
Neurosciences
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Cell Biology
Proteomics
Neurology
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