Repurposing natural products against Plasmodium Knowlesi lactate dehydrogenase via in Silico approach for antimalarial drug development

Malaria cases have increased globally, which is due to the emergence of zoonotic malaria parasites that infect human, along with the existence of artemisinin-resistant parasites. Hence, there is an urgent need to find new therapeutics to counter these issues. As a vital enzyme...

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Main Authors: Ahmad Fuad, Fazia Adyani, Mazahari, Muhammad Aiman Arif, Ogu Salim, Nurhainis
Format: Article
Language:English
Published: Kulliyyah of Engineering, IIUM 2023
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Online Access:http://irep.iium.edu.my/110005/1/REPURPOSING%20NATURAL%20PRODUCTS%20AGAINST_koe.pdf
http://irep.iium.edu.my/110005/
https://journals.iium.edu.my/bnrej/index.php/bnrej/article/view/98
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Institution: Universiti Islam Antarabangsa Malaysia
Language: English
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spelling my.iium.irep.1100052024-01-24T03:35:00Z http://irep.iium.edu.my/110005/ Repurposing natural products against Plasmodium Knowlesi lactate dehydrogenase via in Silico approach for antimalarial drug development Ahmad Fuad, Fazia Adyani Mazahari, Muhammad Aiman Arif Ogu Salim, Nurhainis Q Science (General) QD Chemistry Malaria cases have increased globally, which is due to the emergence of zoonotic malaria parasites that infect human, along with the existence of artemisinin-resistant parasites. Hence, there is an urgent need to find new therapeutics to counter these issues. As a vital enzyme in the glycolytic pathway that serves as the parasite's primary energy source during its intraerythrocytic stage in human, lactate dehydrogenase from Plasmodium knowlesi (Pk-LDH) can be a potential drug target. This project aims to screen for existing natural products that have progressed to preclinical or advanced drug development phases against Pk-LDH via ligand-based virtual screening (LBVS) and to evaluate the potentials of these bioactives as repurposed drugs by binding energy estimation through structure-based virtual screening ( SBVS). The LBVS method, which was conducted via LiSiCA and ChemMine, are based on shape-based molecular similarity calculations to screen for analogues of the query molecules, which are lactate and pyruvate. Subsequently, PyRx simulation software were utilised for docking studies with the aid of PyMOL and PLIP software. This study discovered that Compound 7, α-hydroxyisovaleric acid, and Compound 2, α-ketoisovalerate are structurally similar to compounds that directly involved in the metabolic pathways of P. knowlesi, lactate and pyruvate, with a similarity score of 0.75. Both compounds also formed strong interactions with Pk-LDH, resulting in strong binding affinities of -4.6 kcal mol–1 and -4.3 kcal mol–1, respectively. These findings open possibilities for using natural products in drug repurposing as anti-malarial agents. Kulliyyah of Engineering, IIUM 2023-12-31 Article PeerReviewed application/pdf en http://irep.iium.edu.my/110005/1/REPURPOSING%20NATURAL%20PRODUCTS%20AGAINST_koe.pdf Ahmad Fuad, Fazia Adyani and Mazahari, Muhammad Aiman Arif and Ogu Salim, Nurhainis (2023) Repurposing natural products against Plasmodium Knowlesi lactate dehydrogenase via in Silico approach for antimalarial drug development. Chemical and Natural Resorces Engineering Journal, 7 (2). pp. 78-87. E-ISSN 2637-0719 https://journals.iium.edu.my/bnrej/index.php/bnrej/article/view/98
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
topic Q Science (General)
QD Chemistry
spellingShingle Q Science (General)
QD Chemistry
Ahmad Fuad, Fazia Adyani
Mazahari, Muhammad Aiman Arif
Ogu Salim, Nurhainis
Repurposing natural products against Plasmodium Knowlesi lactate dehydrogenase via in Silico approach for antimalarial drug development
description Malaria cases have increased globally, which is due to the emergence of zoonotic malaria parasites that infect human, along with the existence of artemisinin-resistant parasites. Hence, there is an urgent need to find new therapeutics to counter these issues. As a vital enzyme in the glycolytic pathway that serves as the parasite's primary energy source during its intraerythrocytic stage in human, lactate dehydrogenase from Plasmodium knowlesi (Pk-LDH) can be a potential drug target. This project aims to screen for existing natural products that have progressed to preclinical or advanced drug development phases against Pk-LDH via ligand-based virtual screening (LBVS) and to evaluate the potentials of these bioactives as repurposed drugs by binding energy estimation through structure-based virtual screening ( SBVS). The LBVS method, which was conducted via LiSiCA and ChemMine, are based on shape-based molecular similarity calculations to screen for analogues of the query molecules, which are lactate and pyruvate. Subsequently, PyRx simulation software were utilised for docking studies with the aid of PyMOL and PLIP software. This study discovered that Compound 7, α-hydroxyisovaleric acid, and Compound 2, α-ketoisovalerate are structurally similar to compounds that directly involved in the metabolic pathways of P. knowlesi, lactate and pyruvate, with a similarity score of 0.75. Both compounds also formed strong interactions with Pk-LDH, resulting in strong binding affinities of -4.6 kcal mol–1 and -4.3 kcal mol–1, respectively. These findings open possibilities for using natural products in drug repurposing as anti-malarial agents.
format Article
author Ahmad Fuad, Fazia Adyani
Mazahari, Muhammad Aiman Arif
Ogu Salim, Nurhainis
author_facet Ahmad Fuad, Fazia Adyani
Mazahari, Muhammad Aiman Arif
Ogu Salim, Nurhainis
author_sort Ahmad Fuad, Fazia Adyani
title Repurposing natural products against Plasmodium Knowlesi lactate dehydrogenase via in Silico approach for antimalarial drug development
title_short Repurposing natural products against Plasmodium Knowlesi lactate dehydrogenase via in Silico approach for antimalarial drug development
title_full Repurposing natural products against Plasmodium Knowlesi lactate dehydrogenase via in Silico approach for antimalarial drug development
title_fullStr Repurposing natural products against Plasmodium Knowlesi lactate dehydrogenase via in Silico approach for antimalarial drug development
title_full_unstemmed Repurposing natural products against Plasmodium Knowlesi lactate dehydrogenase via in Silico approach for antimalarial drug development
title_sort repurposing natural products against plasmodium knowlesi lactate dehydrogenase via in silico approach for antimalarial drug development
publisher Kulliyyah of Engineering, IIUM
publishDate 2023
url http://irep.iium.edu.my/110005/1/REPURPOSING%20NATURAL%20PRODUCTS%20AGAINST_koe.pdf
http://irep.iium.edu.my/110005/
https://journals.iium.edu.my/bnrej/index.php/bnrej/article/view/98
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