2023
DOI: 10.4236/jbpc.2023.141001
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Design of N-11-Azaartemisinins Potentially Active against <i>Plasmodium falciparum</i> by Combined Molecular Electrostatic Potential, Ligand-Receptor Interaction and Models Built with Supervised Machine Learning Methods

Abstract: N-11-azaartemisinins potentially active against Plasmodium falciparum are designed by combining molecular electrostatic potential (MEP), ligand-receptor interaction, and models built with supervised machine learning methods (PCA, HCA, KNN, SIMCA, and SDA). The optimization of molecular structures was performed using the B3LYP/6-31G* approach. MEP maps and ligand-receptor interactions were used to investigate key structural features required for biological activities and likely interactions between N-11-azaarte… Show more

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“…The drug-receptor interaction (molecular docking) is a tool of choice when the threedimensional (3D) structure of the target protein is available (Stanzione et al, 2021;Araújo et al, 2023;Castro et al, 2023), and involves entropy and enthalpy effects, since the system with the highest entropy and lowest enthalpy is sought. Enthalpy is the energy content of a system and can be described by its variation (ΔH) (Vieira, 1999).…”
Section: Interaction Of Investigated Opioids With the Mormentioning
confidence: 99%
“…The drug-receptor interaction (molecular docking) is a tool of choice when the threedimensional (3D) structure of the target protein is available (Stanzione et al, 2021;Araújo et al, 2023;Castro et al, 2023), and involves entropy and enthalpy effects, since the system with the highest entropy and lowest enthalpy is sought. Enthalpy is the energy content of a system and can be described by its variation (ΔH) (Vieira, 1999).…”
Section: Interaction Of Investigated Opioids With the Mormentioning
confidence: 99%