In Silico Design of Isoindolinone-Hydrazide Hybrid Compounds as Antiplasmodium Through Molecular Docking, Molecular Dynamics Simulation, and MM-PBSA Calculation

Malaria remains a major global health issue due to the emergence of drug-resistant Plasmodium falciparum . The discovery of new compounds targeting essential enzymes such as P. falciparum lactate dehydrogenase (PfLDH) and P. falciparum dihydrofolate reductase-thymidylate synthase (PfDHFR-TS) is a potential strategy for the development of antimalarials. In this study, 30 Isoindolinone-Hydrazide hybrid compounds were designed and evaluated using in silico molecular docking, molecular dynamics simulations, and MM-PBSA analysis. The molecular docking showed that all compounds exhibited stronger interactions than the native ligands of each protein. In PfLDH, the top three compounds ( 1e, 1l , and 1t ) showed binding energies ranging from -8.3 to -8.6 kcal/mol, more favorable than the native ligand (-5.7 kcal/mol). In PfDHFR-TS, compounds 1k and 1l have the best affinity with binding energies of -11.1 and -10.8 kcal/mol, better than the native ligand (-8.1 kcal/mol). Molecular dynamics simulations indicate that the 1l -PfLDH and 1k -PfDHFR-TS complex provides the best stability of protein interactions and structure, characterized by low Rg values, minimal RMSD fluctuations, and stable RMSF patterns in key residues. Physicochemical analysis confirms that all compounds comply with Lipinski's rules, supporting their candidacy as drug-like molecules. This computational investigation identifies Isoindolinone-Hydrazide hybrids, particularly compounds 1l (for PfLDH) and 1k (for PfDHFR-TS), as promising in silico antimalarial inhibitor candidates. These findings provide a theoretical basis for future experimental validation to confirm their predicted antiplasmodial potential.

Authors

Publication Details

Journal
Chemical Physics Impact
Published
2025-12-12
DOI
https://doi.org/10.1016/j.chphi.2025.100990
Primary Topic
Malaria Research and Control
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

In Silico Design of Isoindolinone-Hydrazide Hybrid Compounds as Antiplasmodium Through Molecular Docking, Molecular Dynamics Simulation, and MM-PBSA Calculation

Herlina Rasyid, Maulidan Firdaus, Bahrun Bahrun, Muhammad Idham Darussalam et al.
Chemical Physics Impact
Malaria Research and Control
article

In Silico Design of Isoindolinone-Hydrazide Hybrid Compounds as Antiplasmodium Through Molecular Docking, Molecular Dynamics Simulation, and MM-PBSA Calculation

Herlina Rasyid, Maulidan Firdaus, Bahrun Bahrun, Muhammad Idham Darussalam, Nur Asmi
article en

Abstract

Malaria remains a major global health issue due to the emergence of drug-resistant Plasmodium falciparum . The discovery of new compounds targeting essential enzymes such as P. falciparum lactate dehydrogenase (PfLDH) and P. falciparum dihydrofolate reductase-thymidylate synthase (PfDHFR-TS) is a potential strategy for the development of antimalarials. In this study, 30 Isoindolinone-Hydrazide hybrid compounds were designed and evaluated using in silico molecular docking, molecular dynamics simulations, and MM-PBSA analysis. The molecular docking showed that all compounds exhibited stronger interactions than the native ligands of each protein. In PfLDH, the top three compounds ( 1e, 1l , and 1t ) showed binding energies ranging from -8.3 to -8.6 kcal/mol, more favorable than the native ligand (-5.7 kcal/mol). In PfDHFR-TS, compounds 1k and 1l have the best affinity with binding energies of -11.1 and -10.8 kcal/mol, better than the native ligand (-8.1 kcal/mol). Molecular dynamics simulations indicate that the 1l -PfLDH and 1k -PfDHFR-TS complex provides the best stability of protein interactions and structure, characterized by low Rg values, minimal RMSD fluctuations, and stable RMSF patterns in key residues. Physicochemical analysis confirms that all compounds comply with Lipinski's rules, supporting their candidacy as drug-like molecules. This computational investigation identifies Isoindolinone-Hydrazide hybrids, particularly compounds 1l (for PfLDH) and 1k (for PfDHFR-TS), as promising in silico antimalarial inhibitor candidates. These findings provide a theoretical basis for future experimental validation to confirm their predicted antiplasmodial potential.

Chemical Physics ImpactVol. 12
Openalex Percentile: Top 49%
Malaria Research and Control
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.