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Identification and validation of critical alternative splicing events and splicing factors in gastric cancer progression
Gene expression and alternative splicing (AS) interact in complex ways to regulate biological process which is associated with cancer development. Here, by integrated analysis of gene expression and AS events, we aimed to identify the hub AS events and splicing factors relevant in gastric cancer dev...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7686978/ https://www.ncbi.nlm.nih.gov/pubmed/32939931 http://dx.doi.org/10.1111/jcmm.15835 |
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author | Feng, Haoran Jin, Zhijian Liu, Kun Peng, Yi Jiang, Songyao Wang, Changgang Hu, Jiele Shen, Xiaoyun Qiu, Weihua Cheng, Xi Zhao, Ren |
author_facet | Feng, Haoran Jin, Zhijian Liu, Kun Peng, Yi Jiang, Songyao Wang, Changgang Hu, Jiele Shen, Xiaoyun Qiu, Weihua Cheng, Xi Zhao, Ren |
author_sort | Feng, Haoran |
collection | PubMed |
description | Gene expression and alternative splicing (AS) interact in complex ways to regulate biological process which is associated with cancer development. Here, by integrated analysis of gene expression and AS events, we aimed to identify the hub AS events and splicing factors relevant in gastric cancer development (GC). RNA‐seq data, clinical data and AS events of 348 GC samples were obtained from the TCGA and TCGASpliceSeq databases. Cox univariable and multivariable analyses, KEGG and GO pathway analyses were performed to identify hub AS events and splicing factor/spliceosome genes, which were further validated in 53 GCs. By bioinformatics methods, we found that gene AS event‐ and gene expression‐mediated GC progression shared the same mechanisms, such as PI3K/AKT pathway, but the involved genes were different. Though expression of 17 hub AS events were confirmed in 53 GC tissues, only 10 AS events in seven genes were identified as critical candidates related to GC progression, notably the AS events (Exon Skip) in CLSTN1 and SEC16A. Expression of these AS events in GC correlated with activation of the PI3K/AKT pathway. Genes with AS events associated with clinical parameters and prognosis were different from the genes whose mRNA levels were related to clinical parameters and prognosis. Besides, we further revealed that QKI and NOVA1 were the crucial splicing factors regulating expression of AS events in GC, but not spliceosome genes. Our integrated analysis revealed hub AS events in GC development, which might be the potential therapeutic targets for GC. |
format | Online Article Text |
id | pubmed-7686978 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-76869782020-12-03 Identification and validation of critical alternative splicing events and splicing factors in gastric cancer progression Feng, Haoran Jin, Zhijian Liu, Kun Peng, Yi Jiang, Songyao Wang, Changgang Hu, Jiele Shen, Xiaoyun Qiu, Weihua Cheng, Xi Zhao, Ren J Cell Mol Med Original Articles Gene expression and alternative splicing (AS) interact in complex ways to regulate biological process which is associated with cancer development. Here, by integrated analysis of gene expression and AS events, we aimed to identify the hub AS events and splicing factors relevant in gastric cancer development (GC). RNA‐seq data, clinical data and AS events of 348 GC samples were obtained from the TCGA and TCGASpliceSeq databases. Cox univariable and multivariable analyses, KEGG and GO pathway analyses were performed to identify hub AS events and splicing factor/spliceosome genes, which were further validated in 53 GCs. By bioinformatics methods, we found that gene AS event‐ and gene expression‐mediated GC progression shared the same mechanisms, such as PI3K/AKT pathway, but the involved genes were different. Though expression of 17 hub AS events were confirmed in 53 GC tissues, only 10 AS events in seven genes were identified as critical candidates related to GC progression, notably the AS events (Exon Skip) in CLSTN1 and SEC16A. Expression of these AS events in GC correlated with activation of the PI3K/AKT pathway. Genes with AS events associated with clinical parameters and prognosis were different from the genes whose mRNA levels were related to clinical parameters and prognosis. Besides, we further revealed that QKI and NOVA1 were the crucial splicing factors regulating expression of AS events in GC, but not spliceosome genes. Our integrated analysis revealed hub AS events in GC development, which might be the potential therapeutic targets for GC. John Wiley and Sons Inc. 2020-09-16 2020-11 /pmc/articles/PMC7686978/ /pubmed/32939931 http://dx.doi.org/10.1111/jcmm.15835 Text en © 2020 The Authors. Journal of Cellular and Molecular Medicine published by Foundation for Cellular and Molecular Medicine and John Wiley & Sons Ltd. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Articles Feng, Haoran Jin, Zhijian Liu, Kun Peng, Yi Jiang, Songyao Wang, Changgang Hu, Jiele Shen, Xiaoyun Qiu, Weihua Cheng, Xi Zhao, Ren Identification and validation of critical alternative splicing events and splicing factors in gastric cancer progression |
title | Identification and validation of critical alternative splicing events and splicing factors in gastric cancer progression |
title_full | Identification and validation of critical alternative splicing events and splicing factors in gastric cancer progression |
title_fullStr | Identification and validation of critical alternative splicing events and splicing factors in gastric cancer progression |
title_full_unstemmed | Identification and validation of critical alternative splicing events and splicing factors in gastric cancer progression |
title_short | Identification and validation of critical alternative splicing events and splicing factors in gastric cancer progression |
title_sort | identification and validation of critical alternative splicing events and splicing factors in gastric cancer progression |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7686978/ https://www.ncbi.nlm.nih.gov/pubmed/32939931 http://dx.doi.org/10.1111/jcmm.15835 |
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