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Quantitative structure-activity relationship of molecules constituent of different essential oils with antimycobacterial activity against Mycobacterium tuberculosis and Mycobacterium bovis

BACKGROUND: Essential oils and their constituents are commonly known for their antibacterial, antifungal and antiparasitic activity, and there are also reports on the antimycobacterial properties, but more experimental data are needed for the description of the mechanism of action or structural (and...

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Autores principales: Andrade-Ochoa, Sergio, Nevárez-Moorillón, Guadalupe Virginia, Sánchez-Torres, Luvia E., Villanueva-García, Manuel, Sánchez-Ramírez, Blanca E., Rodríguez-Valdez, Luz María, Rivera-Chavira, Blanca E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4579641/
https://www.ncbi.nlm.nih.gov/pubmed/26400221
http://dx.doi.org/10.1186/s12906-015-0858-2
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author Andrade-Ochoa, Sergio
Nevárez-Moorillón, Guadalupe Virginia
Sánchez-Torres, Luvia E.
Villanueva-García, Manuel
Sánchez-Ramírez, Blanca E.
Rodríguez-Valdez, Luz María
Rivera-Chavira, Blanca E.
author_facet Andrade-Ochoa, Sergio
Nevárez-Moorillón, Guadalupe Virginia
Sánchez-Torres, Luvia E.
Villanueva-García, Manuel
Sánchez-Ramírez, Blanca E.
Rodríguez-Valdez, Luz María
Rivera-Chavira, Blanca E.
author_sort Andrade-Ochoa, Sergio
collection PubMed
description BACKGROUND: Essential oils and their constituents are commonly known for their antibacterial, antifungal and antiparasitic activity, and there are also reports on the antimycobacterial properties, but more experimental data are needed for the description of the mechanism of action or structural (and molecular) properties related to the antimicrobial activity. METHODS: Twenty-five constituents of essential oils were evaluated against Mycobacterium tuberculosis H37Rv and Mycobacterium bovis AN5 by the Alamar Blue technique. Twenty compounds were modeled using in silico techniques descriptor generation and subsequent QSAR model building using genetic algorithms. The p-cymene, menthol, carvacrol and thymol were studied at the quantum mechanical level through the mapping of HOMO and LUMO orbitals. The cytotoxic activity against macrophages (J774A) was also evaluated for these four compounds using the Alamar Blue technique. RESULTS: All compounds tested showed to be active antimicrobials against M. tuberculosis. Carvacrol and thymol were the most active terpenes, with MIC values of 2.02 and 0.78 μg/mL respectively. Cinnamaldehyde and cinnamic acid were the most active phenylpropanes with MIC values of 3.12 and 8.16 μg/mL respectively. The QSAR models included the octanol-water partition (LogP) ratio as the molecular property that contributes the most to the antimycobacterial activity and the phenolic group (nArOH) as the major structural element. CONCLUSIONS: The description of the molecular properties and the structural characteristics responsible for antimycobacterial activity of the compounds tested, were used for the development of mathematical models that describe structure-activity relationship. The identification of molecular and structural descriptors provide insight into the mechanisms of action of the active molecules, and all this information can be used for the design of new structures that could be synthetized as potential new antimycobacterial agents.
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spelling pubmed-45796412015-09-24 Quantitative structure-activity relationship of molecules constituent of different essential oils with antimycobacterial activity against Mycobacterium tuberculosis and Mycobacterium bovis Andrade-Ochoa, Sergio Nevárez-Moorillón, Guadalupe Virginia Sánchez-Torres, Luvia E. Villanueva-García, Manuel Sánchez-Ramírez, Blanca E. Rodríguez-Valdez, Luz María Rivera-Chavira, Blanca E. BMC Complement Altern Med Research Article BACKGROUND: Essential oils and their constituents are commonly known for their antibacterial, antifungal and antiparasitic activity, and there are also reports on the antimycobacterial properties, but more experimental data are needed for the description of the mechanism of action or structural (and molecular) properties related to the antimicrobial activity. METHODS: Twenty-five constituents of essential oils were evaluated against Mycobacterium tuberculosis H37Rv and Mycobacterium bovis AN5 by the Alamar Blue technique. Twenty compounds were modeled using in silico techniques descriptor generation and subsequent QSAR model building using genetic algorithms. The p-cymene, menthol, carvacrol and thymol were studied at the quantum mechanical level through the mapping of HOMO and LUMO orbitals. The cytotoxic activity against macrophages (J774A) was also evaluated for these four compounds using the Alamar Blue technique. RESULTS: All compounds tested showed to be active antimicrobials against M. tuberculosis. Carvacrol and thymol were the most active terpenes, with MIC values of 2.02 and 0.78 μg/mL respectively. Cinnamaldehyde and cinnamic acid were the most active phenylpropanes with MIC values of 3.12 and 8.16 μg/mL respectively. The QSAR models included the octanol-water partition (LogP) ratio as the molecular property that contributes the most to the antimycobacterial activity and the phenolic group (nArOH) as the major structural element. CONCLUSIONS: The description of the molecular properties and the structural characteristics responsible for antimycobacterial activity of the compounds tested, were used for the development of mathematical models that describe structure-activity relationship. The identification of molecular and structural descriptors provide insight into the mechanisms of action of the active molecules, and all this information can be used for the design of new structures that could be synthetized as potential new antimycobacterial agents. BioMed Central 2015-09-23 /pmc/articles/PMC4579641/ /pubmed/26400221 http://dx.doi.org/10.1186/s12906-015-0858-2 Text en © Andrade-Ochoa et al. 2015 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Andrade-Ochoa, Sergio
Nevárez-Moorillón, Guadalupe Virginia
Sánchez-Torres, Luvia E.
Villanueva-García, Manuel
Sánchez-Ramírez, Blanca E.
Rodríguez-Valdez, Luz María
Rivera-Chavira, Blanca E.
Quantitative structure-activity relationship of molecules constituent of different essential oils with antimycobacterial activity against Mycobacterium tuberculosis and Mycobacterium bovis
title Quantitative structure-activity relationship of molecules constituent of different essential oils with antimycobacterial activity against Mycobacterium tuberculosis and Mycobacterium bovis
title_full Quantitative structure-activity relationship of molecules constituent of different essential oils with antimycobacterial activity against Mycobacterium tuberculosis and Mycobacterium bovis
title_fullStr Quantitative structure-activity relationship of molecules constituent of different essential oils with antimycobacterial activity against Mycobacterium tuberculosis and Mycobacterium bovis
title_full_unstemmed Quantitative structure-activity relationship of molecules constituent of different essential oils with antimycobacterial activity against Mycobacterium tuberculosis and Mycobacterium bovis
title_short Quantitative structure-activity relationship of molecules constituent of different essential oils with antimycobacterial activity against Mycobacterium tuberculosis and Mycobacterium bovis
title_sort quantitative structure-activity relationship of molecules constituent of different essential oils with antimycobacterial activity against mycobacterium tuberculosis and mycobacterium bovis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4579641/
https://www.ncbi.nlm.nih.gov/pubmed/26400221
http://dx.doi.org/10.1186/s12906-015-0858-2
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