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Updated: Jul 12, 2026

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Identification of Kinase-substrate Pairs Using High Throughput Screening
Published on: August 29, 2015
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Structure-based virtual screening against multiple Plasmodium falciparum kinases reveals antimalarial compounds
Priya Godara1, K Sony Reddy2, Welka Sahu2
1Department of Biochemistry, School of Life Sciences, Central University of Rajasthan, NH-8, Bandarsindri, Kishangarh, Ajmer, Rajasthan, 305817, India.
Molecular Diversity
|December 21, 2023
Summary
Multitargeting compounds offer a promising strategy against malaria drug resistance. This study identified novel inhibitors targeting multiple Plasmodium falciparum kinases, showing potential for new antimalarial therapies.
Area of Science:
- Drug discovery and development
- Parasitology
- Medicinal chemistry
Background:
- Emerging resistance to frontline antimalarial drugs causes significant mortality, with 619,000 deaths in 2021.
- Drug resistance arises from mutations in drug targets, which often incur a fitness cost, making simultaneous mutations in multiple targets unlikely.
Purpose of the Study:
- To identify multitargeting inhibitors against six Plasmodium falciparum (Pf) kinases using High Throughput Virtual Screening.
- To evaluate the potential of these compounds to overcome existing antimalarial drug resistance.
Main Methods:
- High Throughput Virtual Screening (HTVS) was employed to screen for inhibitors targeting six validated Plasmodium falciparum kinases.
- Molecular dynamic simulations were performed on the top six predicted complexes to assess interaction stability.
- Hierarchical clustering was used to analyze the structural divergence of identified compounds from existing antimalarials.
- In vitro parasite growth inhibition assays were conducted to validate the efficacy of the top hits.
Main Results:
- The study identified 21 multitargeting hits against the selected Plasmodium falciparum kinases.
- Molecular dynamic simulations confirmed stable interactions for the top six complexes, including Myricetin-MAP2, Quercetin-CDPK4, Myricetin-TMK, Quercetin-PKG, Salidroside-PK5, and Salidroside-PI4K.
- Hierarchical clustering indicated that the identified compounds are structurally distinct from current antimalarials, suggesting a lower likelihood of cross-resistance.
- In vitro assays demonstrated significant antimalarial activity, with quercetin and myricetin showing IC50 values of 1.84 µM and 3.93 µM, respectively.
Conclusions:
- Multitargeting inhibitors represent a viable strategy to combat Plasmodium falciparum drug resistance.
- The identified compounds, particularly quercetin and myricetin, show promise as novel antimalarial drug candidates.
- Structural novelty of these compounds suggests a reduced risk of cross-resistance with existing therapies.
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