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The Construction of Bone Metastasis-Specific Prognostic Model and Co-expressed Network of Alternative Splicing in Breast Cancer
BACKGROUND: Breast cancer (BRCA) ranks among the top most common female malignancies and was regarded as incurable when combined with bone and distant metastasis. Alternative splicing events (ASEs) together with splicing factors (SFs) were considered responsible for the development and progression o...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7477087/ https://www.ncbi.nlm.nih.gov/pubmed/32984314 http://dx.doi.org/10.3389/fcell.2020.00790 |
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author | Huang, Runzhi Guo, Juanru Yan, Penghui Zhai, Suna Hu, Peng Zhu, Xiaolong Zhang, Jiayao Qiao, Yannan Zhang, Yu Liu, Hui Huang, Ling Zhang, Jie Yang, Daoke Huang, Zongqiang |
author_facet | Huang, Runzhi Guo, Juanru Yan, Penghui Zhai, Suna Hu, Peng Zhu, Xiaolong Zhang, Jiayao Qiao, Yannan Zhang, Yu Liu, Hui Huang, Ling Zhang, Jie Yang, Daoke Huang, Zongqiang |
author_sort | Huang, Runzhi |
collection | PubMed |
description | BACKGROUND: Breast cancer (BRCA) ranks among the top most common female malignancies and was regarded as incurable when combined with bone and distant metastasis. Alternative splicing events (ASEs) together with splicing factors (SFs) were considered responsible for the development and progression of tumors. METHODS: Datasets including RNA sequencing and ASEs of BRCA samples were achieved from TCGA and TCGASpliceSeq databases. Then, a survival model was built including 15 overall-survival-associated splicing events (OS-SEs) by Cox regression and Lasso regression. The co-expressed SFs of each bone-and-distant-metastasis-related OS-SE were discovered by Pearson correlation analysis. Additionally, Gene Set Variation Analysis (GSVA) was performed to identify the downstream mechanisms of the key OS-SEs. Finally, the results were validated in different online platforms. RESULTS: A reliable survival model was established (the area under ROC = 0.856), and CIRBP was found co-expressed with FAM110B (R = 0.320, P < 0.001) associated with the fatty acid metabolism pathway. CONCLUSION: Aberrant SF, CIRBP, regulated a specific ASE, exon skip (ES) of FAM110B, during which the fatty acid metabolism pathway played an essential part in tumorigenesis and prognosis of BRCA. |
format | Online Article Text |
id | pubmed-7477087 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-74770872020-09-26 The Construction of Bone Metastasis-Specific Prognostic Model and Co-expressed Network of Alternative Splicing in Breast Cancer Huang, Runzhi Guo, Juanru Yan, Penghui Zhai, Suna Hu, Peng Zhu, Xiaolong Zhang, Jiayao Qiao, Yannan Zhang, Yu Liu, Hui Huang, Ling Zhang, Jie Yang, Daoke Huang, Zongqiang Front Cell Dev Biol Cell and Developmental Biology BACKGROUND: Breast cancer (BRCA) ranks among the top most common female malignancies and was regarded as incurable when combined with bone and distant metastasis. Alternative splicing events (ASEs) together with splicing factors (SFs) were considered responsible for the development and progression of tumors. METHODS: Datasets including RNA sequencing and ASEs of BRCA samples were achieved from TCGA and TCGASpliceSeq databases. Then, a survival model was built including 15 overall-survival-associated splicing events (OS-SEs) by Cox regression and Lasso regression. The co-expressed SFs of each bone-and-distant-metastasis-related OS-SE were discovered by Pearson correlation analysis. Additionally, Gene Set Variation Analysis (GSVA) was performed to identify the downstream mechanisms of the key OS-SEs. Finally, the results were validated in different online platforms. RESULTS: A reliable survival model was established (the area under ROC = 0.856), and CIRBP was found co-expressed with FAM110B (R = 0.320, P < 0.001) associated with the fatty acid metabolism pathway. CONCLUSION: Aberrant SF, CIRBP, regulated a specific ASE, exon skip (ES) of FAM110B, during which the fatty acid metabolism pathway played an essential part in tumorigenesis and prognosis of BRCA. Frontiers Media S.A. 2020-08-25 /pmc/articles/PMC7477087/ /pubmed/32984314 http://dx.doi.org/10.3389/fcell.2020.00790 Text en Copyright © 2020 Huang, Guo, Yan, Zhai, Hu, Zhu, Zhang, Qiao, Zhang, Liu, Huang, Zhang, Yang and Huang. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Cell and Developmental Biology Huang, Runzhi Guo, Juanru Yan, Penghui Zhai, Suna Hu, Peng Zhu, Xiaolong Zhang, Jiayao Qiao, Yannan Zhang, Yu Liu, Hui Huang, Ling Zhang, Jie Yang, Daoke Huang, Zongqiang The Construction of Bone Metastasis-Specific Prognostic Model and Co-expressed Network of Alternative Splicing in Breast Cancer |
title | The Construction of Bone Metastasis-Specific Prognostic Model and Co-expressed Network of Alternative Splicing in Breast Cancer |
title_full | The Construction of Bone Metastasis-Specific Prognostic Model and Co-expressed Network of Alternative Splicing in Breast Cancer |
title_fullStr | The Construction of Bone Metastasis-Specific Prognostic Model and Co-expressed Network of Alternative Splicing in Breast Cancer |
title_full_unstemmed | The Construction of Bone Metastasis-Specific Prognostic Model and Co-expressed Network of Alternative Splicing in Breast Cancer |
title_short | The Construction of Bone Metastasis-Specific Prognostic Model and Co-expressed Network of Alternative Splicing in Breast Cancer |
title_sort | construction of bone metastasis-specific prognostic model and co-expressed network of alternative splicing in breast cancer |
topic | Cell and Developmental Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7477087/ https://www.ncbi.nlm.nih.gov/pubmed/32984314 http://dx.doi.org/10.3389/fcell.2020.00790 |
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