Predicting Plasmodium falciparum kinase inhibitors from antimalarial medicinal herbs using computational modeling approach
Temitope Isaac Adelusi1, Taiwo Ooreoluwa Ojo1,2, Olawale Quadri Bolaji1
1Computational Molecular Biology and Drug Discovery Laboratory, Department of Biochemistry, Ladoke Akintola University of Technology, P.M.B 210214, Ogbomoso, Oyo State Nigeria.
Abstract:
Malaria remains a significant public health challenge, with resistance to available drugs necessitating the development of novel therapies targeting invasion-dependent proteins. Plasmodium falciparum calcium-dependent protein kinase 1 (PfCDPK-1) is essential for host erythrocyte invasion and parasite asexual development. This study screened a library of 490 compounds using computational methods to identify potential PfCDPK-1 inhibitors. Three compounds; 17-hydroxyazadiradione, Picracin, and Epicatechin-gallate derived from known antimalarial botanicals, showed potent inhibitory effects on PfCDPK-1. These compounds exhibited better binding affinities (-8.8, -9.1, -9.3 kCal/mol respectively), pharmacokinetics, and physicochemical properties than the purported inhibitory standard of PfCDPK-1, Purfalcamine. Molecular dynamics simulations (50 ns) and molecular mechanics analyses confirmed the stability and binding rigidity of these compounds at the active pocket of PfCDPK-1. The results suggest that these compounds are promising pharmacological targets with potential therapeutic effects for malaria treatment/management without undesirable side effects. Therefore, this study provides new insights into the development of effective antimalarial agents targeting invasion-dependent proteins, which could help combat the global malaria burden.
Supplementary Information:
The online version contains supplementary material available at 10.1007/s40203-023-00175-z.
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