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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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 AT alinabora smallmoleculesofnaturaloriginaspotentialantihivagentsacomputationalapproach |
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