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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(...

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Autores principales: Yuan, Lushun, Shu, Bo, Chen, Liang, Qian, Kaiyu, Wang, Yongzhi, Qian, Guofeng, Zhu, Yuan, Cao, Xinyue, Xie, Conghua, Xiao, Yu, Wang, Xinghuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Impact Journals LLC 2017
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.
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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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