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Published on: October 27, 2014
TOP2A and CENPF are synergistic master regulators activated in cervical cancer
Beiwei Yu1, Long Chen2, Weina Zhang3
1Department of Laboratory, Hangzhou Jianggan District People's Hospital, Hangzhou, Zhejiang, China.
Background:
Identification of master regulators (MRs) using transcriptome data in cervical cancer (CC) could help us to develop biomarkers and find novel drug targets to fight this disease.
Methods:
We performed differential expression (DE) analyses of public microarray and RNA-seq transcriptome data of CC and normal cervical tissues (N). Virtual Inference of Protein activity by Enriched Regulon analysis (VIPER) was used to convert the DE outcomes to differential activity (DA) signature for MRs. Synergy analysis was conducted to study synergistic effect of MR-pairs. TCGA and microarray data were used to test the association of expression of a MR and a clinical feature or a molecular feature (e.g. somatic mutations). Various bioinformatic tools/websites (DAVID, GEPIA2, Oncomine, cBioPortal) were used to analyze the expression of the top MRs and their regulons.
Results:
Ten DE and 10 DA signatures were generated for CC. Two MRs, DNA topoisomerase II alpha (TOP2A) and centromere protein F (CENPF) were found to be up-regulated, activated and synergistic in CC compared to N across the 10 datasets. The two MRs activate a common set of genes (regulons) with functions in cell cycle, chromosome, DNA damage etc. Higher expression of CENPF was associated with metastasis. High expression of both MRs is associated with somatic mutation of a set of genes including tumor suppressors (TP53, MSH2, RB1) and genes involved in cancer pathways, cell cycle, DNA damage and repair. The magnitude of up-regulation and the absolute expression level of both MRs in CC are significantly higher compared to many other cancer types.
Conclusion:
TOP2A and CENPF are a synergistic pair of MRs that are overexpressed and activated in CC. Their high expression is correlated with some prognosis features (e.g. metastasis) and molecular features (e.g. somatic mutations) and distinctly high in CC vs. many other cancer types. They may be good biomarkers and anticancer drug targets for CC.
Insights
Master regulators DNA topoisomerase II alpha (TOP2A) and centromere protein F (CENPF) are overexpressed and activated in cervical cancer (CC). Their high expression correlates with poor prognosis and mutations, suggesting potential as biomarkers and drug targets for CC.
Area of Science:
- Oncology
- Genomics
- Molecular Biology
Background:
- Cervical cancer (CC) requires novel biomarkers and drug targets.
- Master regulators (MRs) identified from transcriptome data offer potential therapeutic avenues.
Purpose of the Study:
- To identify master regulators (MRs) in cervical cancer (CC) using transcriptome data.
- To evaluate MRs as potential biomarkers and drug targets for CC.
Main Methods:
- Differential expression (DE) and Virtual Inference of Protein activity by Enriched Regulon (VIPER) analyses on CC transcriptome data.
- Synergy analysis and correlation of MR expression with clinical and molecular features using TCGA and microarray data.
Main Results:
- Two MRs, DNA topoisomerase II alpha (TOP2A) and centromere protein F (CENPF), were significantly upregulated and activated in CC.
- TOP2A and CENPF regulate common genes involved in cell cycle and DNA damage.
- High expression of these MRs correlated with metastasis and specific somatic mutations.
Conclusions:
- TOP2A and CENPF form a synergistic pair of MRs overexpressed and activated in CC.
- These MRs show distinct expression patterns in CC compared to other cancers.
- TOP2A and CENPF represent promising biomarkers and anticancer drug targets for cervical cancer.
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