Literature DB >> 32133801

Identification of PTPRR and JAG1 as key genes in castration-resistant prostate cancer by integrated bioinformatics methods.

Ji-Li Wang1,2, Yan Wang1,2, Guo-Ping Ren1,2.   

Abstract

To identify novel genes in castration-resistant prostate cancer (CRPC), we downloaded three microarray datasets containing CRPC and primary prostate cancer in Gene Expression Omnibus (GEO). R packages affy and limma were performed to identify differentially expressed genes (DEGs) between primary prostate cancer and CRPC. After that, we performed functional enrichment analysis including gene ontology (GO) and Kyoto encyclopedia of genes and genomes (KEGG) pathway. In addition, protein-protein interaction (PPI) analysis was used to search for hub genes. Finally, to validate the significance of these genes, we performed survival analysis. As a result, we identified 53 upregulated genes and 58 downregulated genes that changed in at least two datasets. Functional enrichment analysis showed significant changes in the positive regulation of osteoblast differentiation pathway and aldosterone-regulated sodium reabsorption pathway. PPI network identified hub genes like cortactin-binding protein 2 (CTTNBP2), Rho family guanosine triphosphatase (GTPase) 3 (RND3), protein tyrosine phosphatase receptor-type R (PTPRR), Jagged1 (JAG1), and lumican (LUM). Based on PPI network analysis and functional enrichment analysis, we identified two genes (PTPRR and JAG1) as key genes. Further survival analysis indicated a relationship between high expression of the two genes and poor prognosis of prostate cancer. In conclusion, PTPRR and JAG1 are key genes in the CRPC, which may serve as promising biomarkers of diagnosis and prognosis of CRPC.

Entities:  

Keywords:  Bioinformatics; Protein tyrosine phosphatase receptor-type R (PTPRR); Jagged1 (JAG1); Differentially expressed genes (DEGs); Castration-resistant prostate cancer (CRPC); Functional enrichment

Mesh:

Substances:

Year:  2020        PMID: 32133801      PMCID: PMC7086011          DOI: 10.1631/jzus.B1900329

Source DB:  PubMed          Journal:  J Zhejiang Univ Sci B        ISSN: 1673-1581            Impact factor:   3.066


  41 in total

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  2 in total

1.  Protein Tyrosine Phosphatase Receptor Type R (PTPRR) Reduces AChR Clustering by Dephosphorylating MuSK.

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2.  Identification of castration-resistant prostate cancer-related hub genes using weighted gene co-expression network analysis.

Authors:  Yifei Cheng; Lu Li; Zongshi Qin; Xiao Li; Feng Qi
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  2 in total

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