Small Molecules of Natural Origin as Potential Anti-HIV Agents: A Computational Approach

The human immunodeficiency virus type 1 (HIV-1), one of the leading causes of infectious death globally, generates severe damages to people’s immune systems and makes them susceptible to serious diseases. To date, there are no drugs that completely remove HIV from the body. This paper focuses on scr...

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Main Authors: Luminita Crisan, Alina Bora
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Life
Subjects:
Online Access:https://www.mdpi.com/2075-1729/11/7/722
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spelling doaj-6fdd9ba0c0a3480dab9633bc7dfec7c02021-07-23T13:50:46ZengMDPI AGLife2075-17292021-07-011172272210.3390/life11070722Small Molecules of Natural Origin as Potential Anti-HIV Agents: A Computational ApproachLuminita Crisan0Alina Bora1“Coriolan Dragulescu” Institute of Chemistry, 24 M. Viteazu Avenue, 300223 Timisoara, Romania“Coriolan Dragulescu” Institute of Chemistry, 24 M. Viteazu Avenue, 300223 Timisoara, RomaniaThe human immunodeficiency virus type 1 (HIV-1), one of the leading causes of infectious death globally, generates severe damages to people’s immune systems and makes them susceptible to serious diseases. To date, there are no drugs that completely remove HIV from the body. This paper focuses on screening 224,205 natural compounds of ZINC15 NPs subset to identify those with bioactivity similar to non-nucleoside reverse transcriptase inhibitors (NNRTIs) as promising candidates to treat HIV-1. To reach the goal, an in silico approach involving 3D-similarity search, ADMETox, HIV protein-inhibitor prediction, docking, and MM-GBSA free-binding energies was trained. The FDA-approved HIV drugs, efavirenz, etravirine, rilpivirine, and doravirine, were used as queries. The prioritized compounds were subjected to ADMETox, docking, and MM-GBSA studies against HIV-1 reverse transcriptase (RT). Lys101, Tyr181, Tyr188, Trp229, and Tyr318 residues and free-binding energies have proved that ligands can stably bind to HIV-1 RT. Three natural products (ZINC37538901, ZINC38321654, and ZINC67912677) containing oxan and oxolan rings with hydroxyl substituents and one (ZINC2103242) having 3,6,7,8-tetrahydro-2H-pyrido[1,2-a]pyrazine-1,4-dione core exhibited comparable profiles to etravirine and doravirine, with ZINC2103242 being the most promising anti-HIV candidate in terms of drug metabolism and safety profile. These findings may open new avenues to guide the rational design of novel HIV-1 NNRTIs.https://www.mdpi.com/2075-1729/11/7/722natural productsHIV-1virtual screeningdockingMM-GBSANNRTI
collection DOAJ
language English
format Article
sources DOAJ
author Luminita Crisan
Alina Bora
spellingShingle Luminita Crisan
Alina Bora
Small Molecules of Natural Origin as Potential Anti-HIV Agents: A Computational Approach
Life
natural products
HIV-1
virtual screening
docking
MM-GBSA
NNRTI
author_facet Luminita Crisan
Alina Bora
author_sort Luminita Crisan
title Small Molecules of Natural Origin as Potential Anti-HIV Agents: A Computational Approach
title_short Small Molecules of Natural Origin as Potential Anti-HIV Agents: A Computational Approach
title_full Small Molecules of Natural Origin as Potential Anti-HIV Agents: A Computational Approach
title_fullStr Small Molecules of Natural Origin as Potential Anti-HIV Agents: A Computational Approach
title_full_unstemmed Small Molecules of Natural Origin as Potential Anti-HIV Agents: A Computational Approach
title_sort small molecules of natural origin as potential anti-hiv agents: a computational approach
publisher MDPI AG
series Life
issn 2075-1729
publishDate 2021-07-01
description The human immunodeficiency virus type 1 (HIV-1), one of the leading causes of infectious death globally, generates severe damages to people’s immune systems and makes them susceptible to serious diseases. To date, there are no drugs that completely remove HIV from the body. This paper focuses on screening 224,205 natural compounds of ZINC15 NPs subset to identify those with bioactivity similar to non-nucleoside reverse transcriptase inhibitors (NNRTIs) as promising candidates to treat HIV-1. To reach the goal, an in silico approach involving 3D-similarity search, ADMETox, HIV protein-inhibitor prediction, docking, and MM-GBSA free-binding energies was trained. The FDA-approved HIV drugs, efavirenz, etravirine, rilpivirine, and doravirine, were used as queries. The prioritized compounds were subjected to ADMETox, docking, and MM-GBSA studies against HIV-1 reverse transcriptase (RT). Lys101, Tyr181, Tyr188, Trp229, and Tyr318 residues and free-binding energies have proved that ligands can stably bind to HIV-1 RT. Three natural products (ZINC37538901, ZINC38321654, and ZINC67912677) containing oxan and oxolan rings with hydroxyl substituents and one (ZINC2103242) having 3,6,7,8-tetrahydro-2H-pyrido[1,2-a]pyrazine-1,4-dione core exhibited comparable profiles to etravirine and doravirine, with ZINC2103242 being the most promising anti-HIV candidate in terms of drug metabolism and safety profile. These findings may open new avenues to guide the rational design of novel HIV-1 NNRTIs.
topic natural products
HIV-1
virtual screening
docking
MM-GBSA
NNRTI
url https://www.mdpi.com/2075-1729/11/7/722
work_keys_str_mv AT luminitacrisan smallmoleculesofnaturaloriginaspotentialantihivagentsacomputationalapproach
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