Docking-Guided 3D-QSAR Studies of 4-Aminoquinoline-1,3,5-triazines as Inhibitors for <i>Plasmodium falciparum</i> Dihydrofolate Reductase

Mutations in Plasmodium falciparum dihydrofolate reductase (PfDHFR), together with other mutations, hinder malaria elimination in Southeast Asia due to multiple drug resistance. In this article, molecular docking-guided three-dimensional (3D) quantitative structure-activity relationship (QSAR) analy...

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Main Authors: Radite Yogaswara, Maria Ludya Pulung, Sri Hartati Yuliani, Enade Perdana Istyastono
Format: Article
Language:English
Published: Universitas Gadjah Mada 2020-05-01
Series:Indonesian Journal of Chemistry
Subjects:
Online Access:https://jurnal.ugm.ac.id/ijc/article/view/50674
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spelling doaj-183c4de5d13c4802827cf35dce4b5f742020-12-16T06:10:44ZengUniversitas Gadjah MadaIndonesian Journal of Chemistry1411-94202460-15782020-05-012061455146010.22146/ijc.5067426907Docking-Guided 3D-QSAR Studies of 4-Aminoquinoline-1,3,5-triazines as Inhibitors for <i>Plasmodium falciparum</i> Dihydrofolate ReductaseRadite Yogaswara0Maria Ludya Pulung1Sri Hartati Yuliani2Enade Perdana Istyastono3Department of Chemistry Education, Faculty of Education and Teachers Training, University of Papua, Manokwari 98311, IndonesiaDepartment of Chemistry, Faculty of Mathematics and Natural Science, University of Papua, Manokwari 98311, IndonesiaFaculty of Pharmacy, Sanata Dharma University, Paingan, Maguwoharjo, Depok, Sleman, Yogyakarta 55282, IndonesiaFaculty of Pharmacy, Sanata Dharma University, Paingan, Maguwoharjo, Depok, Sleman, Yogyakarta 55282, IndonesiaMutations in Plasmodium falciparum dihydrofolate reductase (PfDHFR), together with other mutations, hinder malaria elimination in Southeast Asia due to multiple drug resistance. In this article, molecular docking-guided three-dimensional (3D) quantitative structure-activity relationship (QSAR) analysis of 4-aminoquinoline-1,3,5-triazines as inhibitors for the wild-type (WT) PfDHFR to identify the molecular determinants of the inhibitors binding are presented. Compounds 4-aminoquinoline-1,3,5-triazines were reported promising to be developed as the non-resistant drugs. The 3D-QSAR analysis resulted in the best model with the R2 and Q2 values of 0.881 and 0.773, respectively. By correlating the molecular interaction fields (MIFs) of the best model to the docking pose employed to guide the 3D-QSAR analysis, S108 residue of the WT-PfDHFR was unfortunately recognized as one of the molecular determinants. Since the S108 residue is one of the mutation points of the PfDHFR mutants, the subsequent design strategy should modify the morpholine moiety to avoid the interaction with the S108 residue of the WT-PfDHFR.https://jurnal.ugm.ac.id/ijc/article/view/50674plasmodium falciparum dihydrofolate reductase3d-qsarmolecular dockingmultiple drug resistance
collection DOAJ
language English
format Article
sources DOAJ
author Radite Yogaswara
Maria Ludya Pulung
Sri Hartati Yuliani
Enade Perdana Istyastono
spellingShingle Radite Yogaswara
Maria Ludya Pulung
Sri Hartati Yuliani
Enade Perdana Istyastono
Docking-Guided 3D-QSAR Studies of 4-Aminoquinoline-1,3,5-triazines as Inhibitors for <i>Plasmodium falciparum</i> Dihydrofolate Reductase
Indonesian Journal of Chemistry
plasmodium falciparum dihydrofolate reductase
3d-qsar
molecular docking
multiple drug resistance
author_facet Radite Yogaswara
Maria Ludya Pulung
Sri Hartati Yuliani
Enade Perdana Istyastono
author_sort Radite Yogaswara
title Docking-Guided 3D-QSAR Studies of 4-Aminoquinoline-1,3,5-triazines as Inhibitors for <i>Plasmodium falciparum</i> Dihydrofolate Reductase
title_short Docking-Guided 3D-QSAR Studies of 4-Aminoquinoline-1,3,5-triazines as Inhibitors for <i>Plasmodium falciparum</i> Dihydrofolate Reductase
title_full Docking-Guided 3D-QSAR Studies of 4-Aminoquinoline-1,3,5-triazines as Inhibitors for <i>Plasmodium falciparum</i> Dihydrofolate Reductase
title_fullStr Docking-Guided 3D-QSAR Studies of 4-Aminoquinoline-1,3,5-triazines as Inhibitors for <i>Plasmodium falciparum</i> Dihydrofolate Reductase
title_full_unstemmed Docking-Guided 3D-QSAR Studies of 4-Aminoquinoline-1,3,5-triazines as Inhibitors for <i>Plasmodium falciparum</i> Dihydrofolate Reductase
title_sort docking-guided 3d-qsar studies of 4-aminoquinoline-1,3,5-triazines as inhibitors for <i>plasmodium falciparum</i> dihydrofolate reductase
publisher Universitas Gadjah Mada
series Indonesian Journal of Chemistry
issn 1411-9420
2460-1578
publishDate 2020-05-01
description Mutations in Plasmodium falciparum dihydrofolate reductase (PfDHFR), together with other mutations, hinder malaria elimination in Southeast Asia due to multiple drug resistance. In this article, molecular docking-guided three-dimensional (3D) quantitative structure-activity relationship (QSAR) analysis of 4-aminoquinoline-1,3,5-triazines as inhibitors for the wild-type (WT) PfDHFR to identify the molecular determinants of the inhibitors binding are presented. Compounds 4-aminoquinoline-1,3,5-triazines were reported promising to be developed as the non-resistant drugs. The 3D-QSAR analysis resulted in the best model with the R2 and Q2 values of 0.881 and 0.773, respectively. By correlating the molecular interaction fields (MIFs) of the best model to the docking pose employed to guide the 3D-QSAR analysis, S108 residue of the WT-PfDHFR was unfortunately recognized as one of the molecular determinants. Since the S108 residue is one of the mutation points of the PfDHFR mutants, the subsequent design strategy should modify the morpholine moiety to avoid the interaction with the S108 residue of the WT-PfDHFR.
topic plasmodium falciparum dihydrofolate reductase
3d-qsar
molecular docking
multiple drug resistance
url https://jurnal.ugm.ac.id/ijc/article/view/50674
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