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Published on: July 5, 2019
Comprehensive Analysis Reveals USP45 as a Novel Putative Oncogene in Pan-Cancer
Kai Li1,2, Qian Wang1,2, Hua Bian1,2
1Zhang Zhongjing College of Chinese Medicine, Nanyang Institute of Technology, Nanyang, China.
Abstract:
Background: Deubiquitinating enzymes specifically removes ubiquitin molecules from ubiquitin-tagged target proteins, thereby inhibiting the degradation of target proteins and playing an important role in tumor. However, the mechanism of deubiquitinating enzyme USP45 in tumors remains unclear. Methods: Based on the RNA-seq data of tissues and cell lines in The Cancer Genome Atlas (TCGA) database, GTEx and CCLE database, the pan-cancer analysis of USP45 expression and survival outcome were performed using R software and Kaplan-Meier Plotter. The structural variants, gene mutations and gene copy number alteration of USP45 were analyzed using the TCGA Pan-Cancer Atlas Studies dataset in the cBioPortal database. The relationships between USP45 and mRNA methylation, tumor heterogeneity, tumor stemness, and tumor immunity were performed by Sangerbox platform and TIMER2.0 using Pearson correlation analysis. Through the ENCORI database and string database, we constructed the ceRNA regulatory mechanism and protein-protein interaction network for USP45. Based on the RNA-seq data in TCGA and GTEx databases, we also constructed the downstream regulatory network for USP45 using the Limma and ClusterProfiler packages of R software. At last, the protein expression levels of USP45 were detected by immunohistochemistry in tumor tissue microarrays. Results: USP45 is upregulated in most types of tumors and negatively correlated with the overall survival and recurrence-free survival of patient. Furthermore, the structural variation, gene mutations and gene copy number variation of USP45 were identified in different types of tumors. The pan-cancer analysis showed that USP45 was closely related to mRNA methylation, tumor heterogeneity and tumor stemness. In most types of tumors, the expression of USP45 was positively correlated with many immune checkpoint molecules and immune regulators such as PD-L1, while negatively correlated with the infiltration levels of NK cells, Th1 cells, macrophages, and dendritic cells in the tumor microenvironment. Finally, we constructed the ceRNA regulatory network, protein-protein interaction network and downstream regulatory network for USP45 in different types of tumors. Conclusion: Our study firstly explored the putative oncogenic role of USP45 in pan-cancer, and provided insights for further investigation of USP45.
Insights
The deubiquitinating enzyme USP45 is upregulated in most cancers, correlating with poor patient survival and influencing tumor immunity. This study reveals USP45
Area of Science:
- Oncology
- Molecular Biology
- Genomics
Background:
- Deubiquitinating enzymes regulate protein stability and are implicated in cancer development.
- The specific role of USP45 in tumorigenesis remains largely uncharacterized.
- Understanding USP45's function is crucial for cancer research.
Purpose of the Study:
- To investigate the pan-cancer expression, clinical significance, and molecular mechanisms of USP45.
- To explore the relationship between USP45 and tumor microenvironment factors.
- To elucidate the oncogenic potential of USP45 across various cancer types.
Main Methods:
- Pan-cancer analysis of USP45 expression and survival using TCGA, GTEx, and CCLE databases.
- Analysis of USP45 genetic alterations (mutations, copy number variations) via cBioPortal.
- Correlation studies on USP45 with methylation, heterogeneity, stemness, and immune infiltration using TIMER2.0 and Sangerbox.
- Construction of regulatory networks (ceRNA, PPI, downstream) using bioinformatics tools.
- Immunohistochemical validation of USP45 protein expression.
Main Results:
- USP45 is significantly upregulated in a majority of cancers, associated with poorer overall and recurrence-free survival.
- Genetic alterations including structural variants, mutations, and copy number variations of USP45 were identified.
- USP45 expression correlates with mRNA methylation, tumor heterogeneity, and stemness.
- USP45 positively correlates with immune checkpoint molecules (e.g., PD-L1) but negatively with immune cell infiltration (NK, Th1, macrophages, dendritic cells).
- Comprehensive regulatory networks for USP45 were established.
Conclusions:
- USP45 exhibits a significant oncogenic role across multiple cancer types.
- USP45 dysregulation impacts tumor progression, microenvironment, and patient outcomes.
- This study provides a foundation for further investigation into USP45 as a potential therapeutic target.
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