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Overexpression of COL3A1 confers a poor prognosis in human bladder cancer identified by co-expression analysis
Human bladder cancer (BCa) is one of the worldwide cancers in men and women populations, with the etiology and mechanism unknown. In our study, we constructed a weighted gene co-expression network to identify gene modules associated with the progression of BCa (n = 93). In the significant module (R(...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals LLC
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5642573/ https://www.ncbi.nlm.nih.gov/pubmed/29050298 http://dx.doi.org/10.18632/oncotarget.19733 |
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author | Yuan, Lushun Shu, Bo Chen, Liang Qian, Kaiyu Wang, Yongzhi Qian, Guofeng Zhu, Yuan Cao, Xinyue Xie, Conghua Xiao, Yu Wang, Xinghuan |
author_facet | Yuan, Lushun Shu, Bo Chen, Liang Qian, Kaiyu Wang, Yongzhi Qian, Guofeng Zhu, Yuan Cao, Xinyue Xie, Conghua Xiao, Yu Wang, Xinghuan |
author_sort | Yuan, Lushun |
collection | PubMed |
description | Human bladder cancer (BCa) is one of the worldwide cancers in men and women populations, with the etiology and mechanism unknown. In our study, we constructed a weighted gene co-expression network to identify gene modules associated with the progression of BCa (n = 93). In the significant module (R(2) = 0.48), a total of 103 network hub genes were identified, and 4 of them were hub nodes in the protein-protein interaction network as well. In validation, COL3A1 showed a higher correlation with the disease progression than any other hub genes in hub module in the test set (p < 0.001). Functional and pathway enrichment analysis demonstrated that COL3A1 is overrepresented in pathway of focal adhesion, which associated with tumor progression and might cause metastasis. Gene set enrichment analysis (GSEA) also demonstrated that the gene set of “MAPK signaling pathway” and focal adhesion related pathways were enriched in BCa samples with COL3A1 highly expressed (FDR < 0.05). Considering the clinicopathological parameters, highly-expressed COL3A1 was closely correlated with local recurrence and BCa stage. Survival analysis revealed that BCa patients with higher expression of COL3A1 had a significantly shorter overall survival time and disease free survival time.In conclusion, based on the co-expression analysis, COL3A1 was identified in the association with progression and prognosis of BCa, which might refer a poor prognosisprobably by regulating MAPK signaling pathway. |
format | Online Article Text |
id | pubmed-5642573 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
spelling | pubmed-56425732017-10-18 Overexpression of COL3A1 confers a poor prognosis in human bladder cancer identified by co-expression analysis Yuan, Lushun Shu, Bo Chen, Liang Qian, Kaiyu Wang, Yongzhi Qian, Guofeng Zhu, Yuan Cao, Xinyue Xie, Conghua Xiao, Yu Wang, Xinghuan Oncotarget Research Paper Human bladder cancer (BCa) is one of the worldwide cancers in men and women populations, with the etiology and mechanism unknown. In our study, we constructed a weighted gene co-expression network to identify gene modules associated with the progression of BCa (n = 93). In the significant module (R(2) = 0.48), a total of 103 network hub genes were identified, and 4 of them were hub nodes in the protein-protein interaction network as well. In validation, COL3A1 showed a higher correlation with the disease progression than any other hub genes in hub module in the test set (p < 0.001). Functional and pathway enrichment analysis demonstrated that COL3A1 is overrepresented in pathway of focal adhesion, which associated with tumor progression and might cause metastasis. Gene set enrichment analysis (GSEA) also demonstrated that the gene set of “MAPK signaling pathway” and focal adhesion related pathways were enriched in BCa samples with COL3A1 highly expressed (FDR < 0.05). Considering the clinicopathological parameters, highly-expressed COL3A1 was closely correlated with local recurrence and BCa stage. Survival analysis revealed that BCa patients with higher expression of COL3A1 had a significantly shorter overall survival time and disease free survival time.In conclusion, based on the co-expression analysis, COL3A1 was identified in the association with progression and prognosis of BCa, which might refer a poor prognosisprobably by regulating MAPK signaling pathway. Impact Journals LLC 2017-07-28 /pmc/articles/PMC5642573/ /pubmed/29050298 http://dx.doi.org/10.18632/oncotarget.19733 Text en Copyright: © 2017 Yuan et al. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/) 3.0 (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Paper Yuan, Lushun Shu, Bo Chen, Liang Qian, Kaiyu Wang, Yongzhi Qian, Guofeng Zhu, Yuan Cao, Xinyue Xie, Conghua Xiao, Yu Wang, Xinghuan Overexpression of COL3A1 confers a poor prognosis in human bladder cancer identified by co-expression analysis |
title | Overexpression of COL3A1 confers a poor prognosis in human bladder cancer identified by co-expression analysis |
title_full | Overexpression of COL3A1 confers a poor prognosis in human bladder cancer identified by co-expression analysis |
title_fullStr | Overexpression of COL3A1 confers a poor prognosis in human bladder cancer identified by co-expression analysis |
title_full_unstemmed | Overexpression of COL3A1 confers a poor prognosis in human bladder cancer identified by co-expression analysis |
title_short | Overexpression of COL3A1 confers a poor prognosis in human bladder cancer identified by co-expression analysis |
title_sort | overexpression of col3a1 confers a poor prognosis in human bladder cancer identified by co-expression analysis |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5642573/ https://www.ncbi.nlm.nih.gov/pubmed/29050298 http://dx.doi.org/10.18632/oncotarget.19733 |
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