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Influence of physicochemical factors on environmental availability and distribution of semiochemicals that affect Varroa destructor and phylogenetically close organisms: classification by VHWOC PCA-clustering

Varroa destructor parasites Apis mellifera larvae following the interception of the semiochemicals involved in bee communication; thus, the semiochemical availability and distribution pathways take place within different physicochemical environments. The structure of 172 molecules with semiochemical...

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Autores principales: Sánchez Pérez, Lluvia de Carolina, Espinosa Montaño, Laura Guadalupe, Del Moral-Ramírez, Elizabeth, Ramírez-Médeles, María del Carmen, Gutiérrez-Magdaleno, Gabriel, Pérez-Hernández, Gerardo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6699418/
https://www.ncbi.nlm.nih.gov/pubmed/31440601
http://dx.doi.org/10.1016/j.heliyon.2019.e02269
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author Sánchez Pérez, Lluvia de Carolina
Espinosa Montaño, Laura Guadalupe
Del Moral-Ramírez, Elizabeth
Ramírez-Médeles, María del Carmen
Gutiérrez-Magdaleno, Gabriel
Pérez-Hernández, Gerardo
author_facet Sánchez Pérez, Lluvia de Carolina
Espinosa Montaño, Laura Guadalupe
Del Moral-Ramírez, Elizabeth
Ramírez-Médeles, María del Carmen
Gutiérrez-Magdaleno, Gabriel
Pérez-Hernández, Gerardo
author_sort Sánchez Pérez, Lluvia de Carolina
collection PubMed
description Varroa destructor parasites Apis mellifera larvae following the interception of the semiochemicals involved in bee communication; thus, the semiochemical availability and distribution pathways take place within different physicochemical environments. The structure of 172 molecules with semiochemical activity on Varroa destructor was used to compute the representative physicochemical descriptors of the thermodynamic partition among different physicochemical environments: vapor pressure (V), Henry's coefficient (H), water solubility constant (W), octanol-water partition coefficient (O) and organic carbon partition coefficient (C); VHWOC. The principal component analysis (PCA) and hierarchical clustering of VHWOC descriptors allowed us to establish the trend in availability and distribution of the semiochemicals resulting in a 4 classes model of physicochemical environments: Class 1, Soluble/Volatile; Class 2, Soluble; Class 3, Contact; Class 4, Adsorbed/Volatile. Our results suggest that semiochemicals can transit between different thermodynamic equilibrium phases depending on environment conditions. The classification prediction of the model was tested on 6 new molecules obtained from ketonic extracts of L5 Apis mellifera drone larvae; locating them in class 4, which was consistent with their molecular structure. This study can be the starting point for the design of synthetic semiochemicals or for the control of Varroa destructor. In addition, the method can be used in the analysis of other semiochemical groups.
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spelling pubmed-66994182019-08-22 Influence of physicochemical factors on environmental availability and distribution of semiochemicals that affect Varroa destructor and phylogenetically close organisms: classification by VHWOC PCA-clustering Sánchez Pérez, Lluvia de Carolina Espinosa Montaño, Laura Guadalupe Del Moral-Ramírez, Elizabeth Ramírez-Médeles, María del Carmen Gutiérrez-Magdaleno, Gabriel Pérez-Hernández, Gerardo Heliyon Article Varroa destructor parasites Apis mellifera larvae following the interception of the semiochemicals involved in bee communication; thus, the semiochemical availability and distribution pathways take place within different physicochemical environments. The structure of 172 molecules with semiochemical activity on Varroa destructor was used to compute the representative physicochemical descriptors of the thermodynamic partition among different physicochemical environments: vapor pressure (V), Henry's coefficient (H), water solubility constant (W), octanol-water partition coefficient (O) and organic carbon partition coefficient (C); VHWOC. The principal component analysis (PCA) and hierarchical clustering of VHWOC descriptors allowed us to establish the trend in availability and distribution of the semiochemicals resulting in a 4 classes model of physicochemical environments: Class 1, Soluble/Volatile; Class 2, Soluble; Class 3, Contact; Class 4, Adsorbed/Volatile. Our results suggest that semiochemicals can transit between different thermodynamic equilibrium phases depending on environment conditions. The classification prediction of the model was tested on 6 new molecules obtained from ketonic extracts of L5 Apis mellifera drone larvae; locating them in class 4, which was consistent with their molecular structure. This study can be the starting point for the design of synthetic semiochemicals or for the control of Varroa destructor. In addition, the method can be used in the analysis of other semiochemical groups. Elsevier 2019-08-10 /pmc/articles/PMC6699418/ /pubmed/31440601 http://dx.doi.org/10.1016/j.heliyon.2019.e02269 Text en © 2019 Published by Elsevier Ltd. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Sánchez Pérez, Lluvia de Carolina
Espinosa Montaño, Laura Guadalupe
Del Moral-Ramírez, Elizabeth
Ramírez-Médeles, María del Carmen
Gutiérrez-Magdaleno, Gabriel
Pérez-Hernández, Gerardo
Influence of physicochemical factors on environmental availability and distribution of semiochemicals that affect Varroa destructor and phylogenetically close organisms: classification by VHWOC PCA-clustering
title Influence of physicochemical factors on environmental availability and distribution of semiochemicals that affect Varroa destructor and phylogenetically close organisms: classification by VHWOC PCA-clustering
title_full Influence of physicochemical factors on environmental availability and distribution of semiochemicals that affect Varroa destructor and phylogenetically close organisms: classification by VHWOC PCA-clustering
title_fullStr Influence of physicochemical factors on environmental availability and distribution of semiochemicals that affect Varroa destructor and phylogenetically close organisms: classification by VHWOC PCA-clustering
title_full_unstemmed Influence of physicochemical factors on environmental availability and distribution of semiochemicals that affect Varroa destructor and phylogenetically close organisms: classification by VHWOC PCA-clustering
title_short Influence of physicochemical factors on environmental availability and distribution of semiochemicals that affect Varroa destructor and phylogenetically close organisms: classification by VHWOC PCA-clustering
title_sort influence of physicochemical factors on environmental availability and distribution of semiochemicals that affect varroa destructor and phylogenetically close organisms: classification by vhwoc pca-clustering
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6699418/
https://www.ncbi.nlm.nih.gov/pubmed/31440601
http://dx.doi.org/10.1016/j.heliyon.2019.e02269
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