In Silico Screening of Streptomyces sp. Metabolites Targeting P. falciparum DHODH and DPCK for Antimalarial Discovery

Syeftyan Muhammad Ali Hamami,1,2 Faris Rega Riswana,1,2 Loeki Enggar Fitri,2,3 Nashi Widodo,4 Muhammad Nizam Zulfi Zakaria,4 Ahmad Fariduddin Aththar,4 Elvina Rashida Khairi,4 Abdullah Abdullah,4 Dymas Yoga Prasetya,4 Michelle Fai5 1Master Program in Biomedical Science, Faculty of Medicine, Universitas Brawijaya, Malang, Indonesia; 2ATOM Research Group, Faculty of Medicine, Universitas Brawijaya, Malang, Indonesia; 3Department of Clinical Parasitology, Faculty of Medicine, Universitas Brawijaya, Malang, Indonesia; 4Department of Biology, Faculty of Mathematics and Natural Sciences, Universitas Brawijaya, Malang, Indonesia; 5Department of Biomedical Sciences and Engineering, Institute of Systems Biology and Bioinformatics, National Central University, Taoyuan, TaiwanCorrespondence: Loeki Enggar Fitri, Email [email protected] Syeftyan Muhammad Ali Hamami, Email [email protected]: Malaria is a major global health issue, which significantly affects developing countries, including Indonesia. Plasmodium falciparum, the leading cause of malaria mortality, is increasingly resistant to standard treatments. The antimalarial properties of compounds derived from Streptomyces sp. have been demonstrated in several in vivo and in vitro studies, although their exact mechanism of action remains unclear. This study explores Streptomyces sp. metabolites as potential antimalarials targeting PfDHODH and PfDPCK, essential enzymes for P. falciparum survival.Methods: A comprehensive in silico screening was employed, including phylogenetic analysis of PfDHODH and PfDPCK, network protein analysis, identification and preparation of Streptomyces sp. bioactive compounds, structural preparation of target enzymes, molecular docking and visualization, antimalarial efficacy prediction, assessment of drug-likeness and toxicity, and molecular dynamics simulations.Results: Phylogenetic analysis confirmed that PfDHODH and PfDPCK are distinct from human proteins, reducing off-target risks. Network analysis identified nine proteins linked to PfDHODH and one for PfDPCK. From 27 Streptomyces sp. bioactive compounds, caboxamycin, bisanhydroaklavinone, napyradiomycin A1, and gardenomycin A showed the strongest binding to target enzymes. These compounds occupied the active sites of PfDHODH and PfDPCK, mirroring control ligands (FMN, Opera1). PASS analysis indicated strong antiprotozoal potential for bisanhydroaklavinone and gardenomycin A. Toxicity analysis revealed bisanhydroaklavinone’s mutagenicity and carcinogenicity risks, while napyradiomycin A1 showed moderate hepatotoxicity. Nonetheless, molecular dynamics confirmed stable interactions, highlighting their promise as antimalarial candidates. However, their toxicity profiles warrant further investigation to ensure safe therapeutic application.Conclusion: PfDHODH and PfDPCK were identified as selective targets in P. falciparum. Four Streptomyces-derived compounds showed strong binding, stability, and promising antimalarial potential with acceptable predicted toxicity, warranting further evaluation. However, only caboxamycin and gardenomycin show potential for antimalarial drug development, with acceptable predicted toxicity profiles, making them suitable candidates for in vitro and in vivo testing prior to clinical evaluation.Keywords: antimalarial, in silico, PfDHODH, PfDPCK, Streptomyces sp

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Dove Medical Press (Taylor and Francis Group)
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2025-11-15
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Microbial Natural Products and Biosynthesis
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article

In Silico Screening of Streptomyces sp. Metabolites Targeting P. falciparum DHODH and DPCK for Antimalarial Discovery

Dove Medical Press (Taylor and Francis Group)
Microbial Natural Products and Biosynthesis
article

In Silico Screening of Streptomyces sp. Metabolites Targeting P. falciparum DHODH and DPCK for Antimalarial Discovery

article en

Abstract

Syeftyan Muhammad Ali Hamami,1,2 Faris Rega Riswana,1,2 Loeki Enggar Fitri,2,3 Nashi Widodo,4 Muhammad Nizam Zulfi Zakaria,4 Ahmad Fariduddin Aththar,4 Elvina Rashida Khairi,4 Abdullah Abdullah,4 Dymas Yoga Prasetya,4 Michelle Fai5 1Master Program in Biomedical Science, Faculty of Medicine, Universitas Brawijaya, Malang, Indonesia; 2ATOM Research Group, Faculty of Medicine, Universitas Brawijaya, Malang, Indonesia; 3Department of Clinical Parasitology, Faculty of Medicine, Universitas Brawijaya, Malang, Indonesia; 4Department of Biology, Faculty of Mathematics and Natural Sciences, Universitas Brawijaya, Malang, Indonesia; 5Department of Biomedical Sciences and Engineering, Institute of Systems Biology and Bioinformatics, National Central University, Taoyuan, TaiwanCorrespondence: Loeki Enggar Fitri, Email [email protected] Syeftyan Muhammad Ali Hamami, Email [email protected]: Malaria is a major global health issue, which significantly affects developing countries, including Indonesia. Plasmodium falciparum, the leading cause of malaria mortality, is increasingly resistant to standard treatments. The antimalarial properties of compounds derived from Streptomyces sp. have been demonstrated in several in vivo and in vitro studies, although their exact mechanism of action remains unclear. This study explores Streptomyces sp. metabolites as potential antimalarials targeting PfDHODH and PfDPCK, essential enzymes for P. falciparum survival.Methods: A comprehensive in silico screening was employed, including phylogenetic analysis of PfDHODH and PfDPCK, network protein analysis, identification and preparation of Streptomyces sp. bioactive compounds, structural preparation of target enzymes, molecular docking and visualization, antimalarial efficacy prediction, assessment of drug-likeness and toxicity, and molecular dynamics simulations.Results: Phylogenetic analysis confirmed that PfDHODH and PfDPCK are distinct from human proteins, reducing off-target risks. Network analysis identified nine proteins linked to PfDHODH and one for PfDPCK. From 27 Streptomyces sp. bioactive compounds, caboxamycin, bisanhydroaklavinone, napyradiomycin A1, and gardenomycin A showed the strongest binding to target enzymes. These compounds occupied the active sites of PfDHODH and PfDPCK, mirroring control ligands (FMN, Opera1). PASS analysis indicated strong antiprotozoal potential for bisanhydroaklavinone and gardenomycin A. Toxicity analysis revealed bisanhydroaklavinone’s mutagenicity and carcinogenicity risks, while napyradiomycin A1 showed moderate hepatotoxicity. Nonetheless, molecular dynamics confirmed stable interactions, highlighting their promise as antimalarial candidates. However, their toxicity profiles warrant further investigation to ensure safe therapeutic application.Conclusion: PfDHODH and PfDPCK were identified as selective targets in P. falciparum. Four Streptomyces-derived compounds showed strong binding, stability, and promising antimalarial potential with acceptable predicted toxicity, warranting further evaluation. However, only caboxamycin and gardenomycin show potential for antimalarial drug development, with acceptable predicted toxicity profiles, making them suitable candidates for in vitro and in vivo testing prior to clinical evaluation.Keywords: antimalarial, in silico, PfDHODH, PfDPCK, Streptomyces sp

Dove Medical Press (Taylor and Francis Group)
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