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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2019
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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. |
format | Online Article Text |
id | pubmed-6699418 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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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