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Comprehensive analysis of alternative splicing signatures in pancreatic head cancer
The correlation between dysregulation of splicing and cancers has been increasingly recognised and confirmed. The identification of valuable alternative splicing (AS) in pancreatic head cancer (PHC) has a great significance. AS profiles in PHC were generated using the data from The Cancer Genome Atl...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9931058/ https://www.ncbi.nlm.nih.gov/pubmed/36479597 http://dx.doi.org/10.1049/syb2.12056 |
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author | Zhou, Lingshan Yang, Yuan Ma, Jian Liu, Min Liu, Rong Ma, Xiaopeng Qiao, Chengdong |
author_facet | Zhou, Lingshan Yang, Yuan Ma, Jian Liu, Min Liu, Rong Ma, Xiaopeng Qiao, Chengdong |
author_sort | Zhou, Lingshan |
collection | PubMed |
description | The correlation between dysregulation of splicing and cancers has been increasingly recognised and confirmed. The identification of valuable alternative splicing (AS) in pancreatic head cancer (PHC) has a great significance. AS profiles in PHC were generated using the data from The Cancer Genome Atlas and TCGASpliceSeq. Then, the NMF clustering method was performed to identify overall survival‐associated AS (OS‐AS) subtypes in PHC patients. Subsequently, we used least absolute shrinkage and selection operator Cox regression analysis to construct an AS‐related risk model. The splicing regulatory network was uncovered by Cytoscape 3.7. A total of 1694 OS‐AS events were obtained. The PHC patients were divided into clusters 1 and 2. Cluster 1 had poorer prognosis and lower infiltration of immune cells. Subsequently, a prognostic signature was established that showed good performance in predicting OS and progression‐free survival. The risk score of this signature was associated with the unique tumour immunity. Moreover, a nomogram incorporating the risk score and clinicopathological parameters was established. Finally, a splicing factor‐AS regulatory network was developed. A comprehensive analysis of the AS events in PHC associated with prognosis and tumour immunity may help provide reliable information to guide individual treatment strategies. |
format | Online Article Text |
id | pubmed-9931058 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-99310582023-02-16 Comprehensive analysis of alternative splicing signatures in pancreatic head cancer Zhou, Lingshan Yang, Yuan Ma, Jian Liu, Min Liu, Rong Ma, Xiaopeng Qiao, Chengdong IET Syst Biol Original Research The correlation between dysregulation of splicing and cancers has been increasingly recognised and confirmed. The identification of valuable alternative splicing (AS) in pancreatic head cancer (PHC) has a great significance. AS profiles in PHC were generated using the data from The Cancer Genome Atlas and TCGASpliceSeq. Then, the NMF clustering method was performed to identify overall survival‐associated AS (OS‐AS) subtypes in PHC patients. Subsequently, we used least absolute shrinkage and selection operator Cox regression analysis to construct an AS‐related risk model. The splicing regulatory network was uncovered by Cytoscape 3.7. A total of 1694 OS‐AS events were obtained. The PHC patients were divided into clusters 1 and 2. Cluster 1 had poorer prognosis and lower infiltration of immune cells. Subsequently, a prognostic signature was established that showed good performance in predicting OS and progression‐free survival. The risk score of this signature was associated with the unique tumour immunity. Moreover, a nomogram incorporating the risk score and clinicopathological parameters was established. Finally, a splicing factor‐AS regulatory network was developed. A comprehensive analysis of the AS events in PHC associated with prognosis and tumour immunity may help provide reliable information to guide individual treatment strategies. John Wiley and Sons Inc. 2022-12-07 /pmc/articles/PMC9931058/ /pubmed/36479597 http://dx.doi.org/10.1049/syb2.12056 Text en © 2022 The Authors. IET Systems Biology published by John Wiley & Sons Ltd on behalf of The Institution of Engineering and Technology. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | Original Research Zhou, Lingshan Yang, Yuan Ma, Jian Liu, Min Liu, Rong Ma, Xiaopeng Qiao, Chengdong Comprehensive analysis of alternative splicing signatures in pancreatic head cancer |
title | Comprehensive analysis of alternative splicing signatures in pancreatic head cancer |
title_full | Comprehensive analysis of alternative splicing signatures in pancreatic head cancer |
title_fullStr | Comprehensive analysis of alternative splicing signatures in pancreatic head cancer |
title_full_unstemmed | Comprehensive analysis of alternative splicing signatures in pancreatic head cancer |
title_short | Comprehensive analysis of alternative splicing signatures in pancreatic head cancer |
title_sort | comprehensive analysis of alternative splicing signatures in pancreatic head cancer |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9931058/ https://www.ncbi.nlm.nih.gov/pubmed/36479597 http://dx.doi.org/10.1049/syb2.12056 |
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