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Updated: May 14, 2026

High-throughput Screening for Chemical Modulators of Post-transcriptionally Regulated Genes
Published on: March 3, 2015
In Silico Prediction of EZHIP Post-Translational Modification Sites and Small-Molecule High-Throughput Screening for
Jimin Moon1, Jiwon Hwang1, Chan Chung1,2
1Department of New Biology, DGIST, Daegu, Korea.
Background:
Posterior fossa group A (PFA) ependymoma is a lethal pediatric brain tumor driven predominantly by epigenetic dysregulation. Enhancer of Zeste Homologs Inhibitory Protein (EZHIP) is a defining oncogenic factor in PFA ependymoma that inhibits PRC2 activity, inducing a global loss of H3K27me3 and sustaining aberrant developmental transcriptional programs. Although the metabolic modulator, metformin, reduces EZHIP protein levels, the mechanisms governing EZHIP regulation remain undefined.
Methods:
We generated a stable HEK293T reporter cell expressing HA- and RFP-tagged EZHIP together with a GFP viability control, enabling quantitative and viability-normalized assessment of EZHIP abundance. In silico post-translational modification prediction was performed using PhosphoSitePlus and NetPhos 3.1 to identify candidate regulatory residues and upstream kinases. A focused panel of pathway targeting compounds was evaluated using fluorescence-based high-throughput screening, followed by secondary validation including cell counting, LC₅₀ (half-maximal lethal concentration) analysis, and Western blotting.
Results:
Computational analyses identified multiple high-confidence serine phosphorylation sites on EZHIP and implicated AMPK, MAPK, PKC, AKT, and CK2 signaling pathways. High-throughput screening revealed that activation of the AMPK axis robustly suppressed EZHIP protein levels. Secondary validation demonstrated that biguanides activating AMPK reduced EZHIP abundance independently of cytotoxicity and restored global H3K27me3 levels. In contrast, PKC activation increased EZHIP protein abundance.
Conclusion:
Our study identifies EZHIP as a dynamically regulated oncoprotein controlled by post-translational signaling pathways. AMPK and PKC exert opposing effects on EZHIP stability, defining actionable regulatory mechanisms for therapeutic targeting in EZHIP-driven cancers.

