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Updated: Jun 17, 2025

Drug Repurposing Hypothesis Generation Using the "RE:fine Drugs" System
Published on: December 11, 2016
Integrated transcriptomics- and structure-based drug repositioning identifies drugs with proteasome inhibitor
Peter Larsson1,2, Maria Cristina De Rosa3, Benedetta Righino3
1Department of Oncology, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden. peter.larsson.3@gu.se.
Computational pharmacogenomics identified six new compounds with proteasome inhibitor (PI) properties. These compounds show potential for drug repositioning and cancer therapy by targeting proteasomal activity.
Area of Science:
- Pharmacogenomics
- Drug Discovery
- Computational Biology
Background:
- Proteasome inhibitors (PIs) are crucial in cancer therapy.
- Identifying novel PIs or drugs with similar mechanisms is vital for expanding treatment options.
Purpose of the Study:
- To identify novel compounds with proteasome inhibitory properties using an integrated computational and in vitro approach.
- To validate candidate compounds for their ability to inhibit proteasomal activity and induce cancer cell responses.
Main Methods:
- Integrated drug repositioning using transcriptomics data and structure-based virtual screening.
- In vitro validation including proteasomal activity assays, ubiquitinated protein assessment, cell viability, and gene expression analysis.
- Screening against known proteasome inhibitors (bortezomib, MG-132, MLN-2238) in melanoma and breast cancer cell lines.
Main Results:
- Six compounds, including manumycin-A and puromycin dihydrochloride, exhibited proteasome inhibitor properties.
- Candidate compounds showed varying degrees of inhibition across catalytic sites (β1, β2, β5).
- Manumycin-A, puromycin dihydrochloride, and tegaserod maleate induced significant accumulation of ubiquitinated proteins and elevated HMOX1 expression, similar to bortezomib.
Conclusions:
- The integrated computational and in vitro approach successfully identified novel compounds with proteasome inhibitory potential.
- Manumycin-A, puromycin dihydrochloride, and tegaserod maleate demonstrate promising characteristics for drug repositioning as proteasome inhibitors.
- These findings expand the landscape of potential therapeutic agents targeting the proteasome pathway.
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