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Identification of Bone Metastatic and Prognostic Alternative Splicing Signatures in Prostate Adenocarcinoma
As the most common nonepithelial malignancy, prostate adenocarcinoma (PRAD) is the fifth chief cause of cancer mortality in men. Distant metastasis often occurs in advanced PRAD and most patients are dying from it. However, the mechanism of PRAD progression and metastasis is still unclear. It’s wide...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10665256/ https://www.ncbi.nlm.nih.gov/pubmed/37010714 http://dx.doi.org/10.1007/s10528-023-10367-z |
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author | Zhu, Jiwen Zhang, Jiayao Hu, Peng Fan, Mingxiang Song, Dianwen Yin, Huabin Yan, Penghui Xian, Shuyuan Li, Zhenyu Guo, Juanru Long, Chunling Xu, Runping Huang, Runzhi Meng, Tong Zhang, Jie Huang, Zongqiang |
author_facet | Zhu, Jiwen Zhang, Jiayao Hu, Peng Fan, Mingxiang Song, Dianwen Yin, Huabin Yan, Penghui Xian, Shuyuan Li, Zhenyu Guo, Juanru Long, Chunling Xu, Runping Huang, Runzhi Meng, Tong Zhang, Jie Huang, Zongqiang |
author_sort | Zhu, Jiwen |
collection | PubMed |
description | As the most common nonepithelial malignancy, prostate adenocarcinoma (PRAD) is the fifth chief cause of cancer mortality in men. Distant metastasis often occurs in advanced PRAD and most patients are dying from it. However, the mechanism of PRAD progression and metastasis is still unclear. It’s widely reported that more than 94% of genes are selectively splicing in humans and many isoforms are particularly related with cancer progression and metastasis. Spliceosome mutations occur in a mutually exclusive manner in breast cancer, and different components of spliceosomes are targets of somatic mutations in different types of breast cancer. Existing evidence strongly supports the key role of alternative splicing in breast cancer biology, and innovative tools are being developed to use splicing events for diagnostic and therapeutic purposes. In order to identify if the PRAD metastasis is associated with alternative splicing events (ASEs), the RNA sequencing data and ASEs data of 500 PRAD patients were retrieved from The Cancer Genome Atlas (TCGA) and TCGASpliceSeq databases. By Lasso regression, five genes were screened to construct the prediction model, with a good reliability by ROC curve. Additionally, results in both univariate and multivariate Cox regression analysis confirmed the well prognosis efficacy of the prediction model (both P < 0.001). Moreover, a potential splicing regulatory network was established and after multiple-database validation, we supposed that the signaling axis of HSPB1 up-regulating the PIP5K1C − 46,721 − AT (P < 0.001) might mediate the tumorigenesis, progression and metastasis of PRAD via the key members of Alzheimer’s disease pathway (SRC, EGFR, MAPT, APP and PRKCA) (P < 0.001). SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s10528-023-10367-z. |
format | Online Article Text |
id | pubmed-10665256 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-106652562023-04-03 Identification of Bone Metastatic and Prognostic Alternative Splicing Signatures in Prostate Adenocarcinoma Zhu, Jiwen Zhang, Jiayao Hu, Peng Fan, Mingxiang Song, Dianwen Yin, Huabin Yan, Penghui Xian, Shuyuan Li, Zhenyu Guo, Juanru Long, Chunling Xu, Runping Huang, Runzhi Meng, Tong Zhang, Jie Huang, Zongqiang Biochem Genet Original Article As the most common nonepithelial malignancy, prostate adenocarcinoma (PRAD) is the fifth chief cause of cancer mortality in men. Distant metastasis often occurs in advanced PRAD and most patients are dying from it. However, the mechanism of PRAD progression and metastasis is still unclear. It’s widely reported that more than 94% of genes are selectively splicing in humans and many isoforms are particularly related with cancer progression and metastasis. Spliceosome mutations occur in a mutually exclusive manner in breast cancer, and different components of spliceosomes are targets of somatic mutations in different types of breast cancer. Existing evidence strongly supports the key role of alternative splicing in breast cancer biology, and innovative tools are being developed to use splicing events for diagnostic and therapeutic purposes. In order to identify if the PRAD metastasis is associated with alternative splicing events (ASEs), the RNA sequencing data and ASEs data of 500 PRAD patients were retrieved from The Cancer Genome Atlas (TCGA) and TCGASpliceSeq databases. By Lasso regression, five genes were screened to construct the prediction model, with a good reliability by ROC curve. Additionally, results in both univariate and multivariate Cox regression analysis confirmed the well prognosis efficacy of the prediction model (both P < 0.001). Moreover, a potential splicing regulatory network was established and after multiple-database validation, we supposed that the signaling axis of HSPB1 up-regulating the PIP5K1C − 46,721 − AT (P < 0.001) might mediate the tumorigenesis, progression and metastasis of PRAD via the key members of Alzheimer’s disease pathway (SRC, EGFR, MAPT, APP and PRKCA) (P < 0.001). SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s10528-023-10367-z. Springer US 2023-04-03 2023 /pmc/articles/PMC10665256/ /pubmed/37010714 http://dx.doi.org/10.1007/s10528-023-10367-z Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Original Article Zhu, Jiwen Zhang, Jiayao Hu, Peng Fan, Mingxiang Song, Dianwen Yin, Huabin Yan, Penghui Xian, Shuyuan Li, Zhenyu Guo, Juanru Long, Chunling Xu, Runping Huang, Runzhi Meng, Tong Zhang, Jie Huang, Zongqiang Identification of Bone Metastatic and Prognostic Alternative Splicing Signatures in Prostate Adenocarcinoma |
title | Identification of Bone Metastatic and Prognostic Alternative Splicing Signatures in Prostate Adenocarcinoma |
title_full | Identification of Bone Metastatic and Prognostic Alternative Splicing Signatures in Prostate Adenocarcinoma |
title_fullStr | Identification of Bone Metastatic and Prognostic Alternative Splicing Signatures in Prostate Adenocarcinoma |
title_full_unstemmed | Identification of Bone Metastatic and Prognostic Alternative Splicing Signatures in Prostate Adenocarcinoma |
title_short | Identification of Bone Metastatic and Prognostic Alternative Splicing Signatures in Prostate Adenocarcinoma |
title_sort | identification of bone metastatic and prognostic alternative splicing signatures in prostate adenocarcinoma |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10665256/ https://www.ncbi.nlm.nih.gov/pubmed/37010714 http://dx.doi.org/10.1007/s10528-023-10367-z |
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