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Sequencing Small Non-coding RNA from Formalin-fixed Tissues and Serum-derived Exosomes from Castration-resistant Prostate Cancer Patients
Published on: November 19, 2019
PPARγ disease gene network and identification of therapeutic targets for prostate cancer
Gireedhar Venkatachalam1, Alan Prem Kumar, Kishore R Sakharkar
1Department of Biochemistry, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.
Abstract:
Peroxisome proliferator-activated receptor (PPAR) belongs to the nuclear hormone receptor superfamily. Recently published reports demonstrate the importance of a direct repeat 2 (DR2) as a PPARγ-responsive element in addition to the canonical direct repeat 1 (DR1) Peroxisome proliferator response elements (PPREs). However, a comprehensive and systematic approach to constructing de novo disease-specific gene networks for PPARγ is lacking, especially one that includes PPARγ target genes containing either DR1 or DR2 site within their promoter region. Here, we computationally identified 1154 PPARγ direct target genes and constructed the PPARγ disease gene network, which revealed 138 PPARγ target genes that are associated with 65 unique diseases. The network shows that PPARγ target genes are highly associated with cancer and neurological diseases. Thirty-eight PPARγ direct target genes were found to be involved in prostate cancer and two key (hub) PPARγ direct target genes, PRKCZ and PGK1, were experimentally validated to be repressed upon PPARγ activation by its natural ligand, 15d-PGJ(2) in three prostrate cancer cell lines. We proposed that PRKCZ and PGK1 could be novel therapeutic targets for prostate cancer. These investigations would not only aid in understanding the molecular mechanisms by which PPARγ regulates disease targets but would also lead to the identification of novel PPARγ gene targets.
Insights
This study computationally identified PPARγ target genes, revealing their association with diseases like cancer. Two key genes, PRKCZ and PGK1, were validated as potential therapeutic targets for prostate cancer.
Area of Science:
- Molecular Biology
- Genomics
- Systems Biology
Background:
- Peroxisome proliferator-activated receptor gamma (PPARγ) is a nuclear hormone receptor.
- PPARγ response elements include direct repeat 1 (DR1) and direct repeat 2 (DR2) sequences.
- A systematic approach to construct PPARγ disease-specific gene networks is needed.
Purpose of the Study:
- To computationally identify PPARγ direct target genes.
- To construct a PPARγ disease gene network incorporating DR1 and DR2 elements.
- To identify novel therapeutic targets for PPARγ-associated diseases, particularly prostate cancer.
Main Methods:
- Computational identification of 1154 PPARγ direct target genes.
- Construction of a PPARγ disease gene network.
- Experimental validation of PRKCZ and PGK1 repression in prostate cancer cell lines upon PPARγ activation.
Main Results:
- Identified 1154 PPARγ direct target genes.
- Constructed a network revealing 138 PPARγ target genes linked to 65 diseases, predominantly cancer and neurological disorders.
- Validated PRKCZ and PGK1 as repressed PPARγ target genes in prostate cancer, suggesting their therapeutic potential.
Conclusions:
- PPARγ plays a significant role in regulating genes associated with cancer and neurological diseases.
- PRKCZ and PGK1 are proposed as novel therapeutic targets for prostate cancer.
- This study provides a foundation for understanding PPARγ's role in disease and identifying new gene targets.
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