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Updated: Oct 16, 2025

Drug Repurposing Hypothesis Generation Using the "RE:fine Drugs" System
Published on: December 11, 2016
Improvement of the performance of anticancer peptides using a drug repositioning pipeline
Elyas Mohammadi1,2,3, Mojtaba Tahmoorespur1, Rui Benfeitas4
1Department of Animal Science, Ferdowsi University of Mashhad, Mashhad, Iran.
Abstract:
The use of anticancer peptides (ACPs) as an alternative/complementary strategy to conventional chemotherapy treatments has been shown to decrease drug resistance and/or severe side effects. However, the efficacy of the positively-charged ACP is inhibited by elevated levels of negatively-charged cell-surface components which trap the peptides and prevent their contact with the cell membrane. Consequently, this decreases ACP-mediated membrane pore formation and cell lysis. Negatively-charged heparan sulphate (HS) and chondroitin sulphate (CS) have been shown to inhibit the cytotoxic effect of ACPs. In this study, we propose a strategy to promote the broad utilization of ACPs. In this context, we developed a drug repositioning pipeline to analyse transcriptomics data generated for four different cancer cell lines (A549, HEPG2, HT29, and MCF7) treated with hundreds of drugs in the LINCS L1000 project. Based on previous studies identifying genes modulating levels of the glycosaminoglycans (GAGs) HS and CS at the cell surface, our analysis aimed at identifying drugs inhibiting genes correlated with high HS and CS levels. As a result, we identified six chemicals as likely repositionable drugs with the potential to enhance the performance of ACPs. The codes in R and Python programming languages are publicly available in https://github.com/ElyasMo/ACPs_HS_HSPGs_CS. As a conclusion, these six drugs are highlighted as excellent targets for synergistic studies with ACPs aimed at lowering the costs associated with ACP-treatment.
Insights
Anticancer peptides (ACPs) show promise but are hindered by cell surface charges. This study identified six drugs that may overcome this barrier, enhancing ACP efficacy for cancer treatment.
Area of Science:
- Biochemistry
- Pharmacology
- Genomics
Background:
- Anticancer peptides (ACPs) offer an alternative to chemotherapy, potentially reducing side effects and drug resistance.
- Positively-charged ACPs efficacy is limited by negatively-charged cell surface components like heparan sulphate (HS) and chondroitin sulphate (CS), which impede peptide-cell membrane interaction.
- This interaction is crucial for ACP-mediated membrane pore formation and subsequent cell lysis.
Purpose of the Study:
- To develop a drug repositioning strategy to identify compounds that can enhance anticancer peptide (ACP) efficacy.
- To overcome the inhibitory effects of negatively-charged glycosaminoglycans (GAGs) on the cell surface, thereby promoting broader ACP utilization.
- To identify drugs that downregulate the expression of genes associated with high levels of HS and CS.
Main Methods:
- Utilized a drug repositioning pipeline analyzing transcriptomics data from the LINCS L1000 project.
- Examined four cancer cell lines (A549, HEPG2, HT29, MCF7) treated with numerous drugs.
- Focused on identifying drugs that inhibit genes known to modulate cell surface HS and CS levels.
Main Results:
- Identified six chemical compounds as potential repositionable drugs capable of enhancing ACP performance.
- The analysis correlated drug treatments with changes in GAG-associated gene expression.
- Computational resources, including R and Python code, are publicly available for reproducibility.
Conclusions:
- The six identified drugs are promising candidates for synergistic studies with ACPs.
- This approach could lead to more cost-effective cancer treatments by improving ACP efficacy.
- Further research is warranted to validate the synergistic potential of these drug-ACP combinations.
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