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Harnessing antimalarial chemical space: the way forward
Sandeep Sundriyal1, Animesh Majumdar1
1Department of Pharmacy, Birla Institute of Technology and Science Pilani, Pilani, India.
Potent antimalarial drugs occupy a distinct chemical space (AMCS). Filtering compounds for AMCS compliance improves drug discovery and repurposing, aiding the development of cost-effective malaria treatments.
Area of Science:
- Medicinal Chemistry
- Cheminformatics
- Drug Discovery
Background:
- Malaria poses a significant global health threat, exacerbated by growing resistance to existing antimalarial drugs.
- Potent antimalarials are known to reside within a specific antimalarial chemical space (AMCS), defined by defined physicochemical properties.
Purpose of the Study:
- To evaluate the prevalence of AMCS-compliant compounds in commercial libraries.
- To demonstrate the utility of AMCS in rational drug discovery, including drug repurposing and lead optimization.
- To explore the potential of AMCS in developing cost-effective and resistance-resilient antimalarials.
Main Methods:
- Analysis of compound libraries against defined AMCS property cutoffs.
- Literature review of successful AMCS-guided antimalarial drug development and repurposing case studies.
- Discussion of computational methodologies and limitations in defining and applying AMCS.
Main Results:
- Only 6-8% of compounds in representative commercial libraries meet AMCS criteria, highlighting the need for pre-screening.
- Clinically used antimalarials and repurposed oral drugs largely conform to AMCS, validating its role in rational drug design.
- AMCS facilitates scaffold modification for lead optimization and the development of multimodal antimalarials.
Conclusions:
- The antimalarial chemical space (AMCS) is crucial for identifying effective and novel antimalarial compounds.
- Leveraging AMCS principles can enhance drug repurposing efforts and streamline lead optimization, leading to more cost-effective treatments.
- Despite limitations, AMCS offers a promising strategy for discovering malaria drugs that overcome resistance and address economic challenges.
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