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DesMol2, an Effective Tool for the Construction of Molecular Libraries and Its Application to QSAR Using Molecular Topology
A web application, DesMol2, which offers two main functionalities, is presented: the construction of molecular libraries and the calculation of topological indices. These functionalities are explained through a practical example of research of active molecules to the formylpeptide receptor (FPR), a...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6413007/ https://www.ncbi.nlm.nih.gov/pubmed/30781706 http://dx.doi.org/10.3390/molecules24040736 |
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author | García-Pereira, Inma Zanni, Riccardo Galvez-Llompart, Maria Galvez, Jorge García-Domenech, Ramón |
author_facet | García-Pereira, Inma Zanni, Riccardo Galvez-Llompart, Maria Galvez, Jorge García-Domenech, Ramón |
author_sort | García-Pereira, Inma |
collection | PubMed |
description | A web application, DesMol2, which offers two main functionalities, is presented: the construction of molecular libraries and the calculation of topological indices. These functionalities are explained through a practical example of research of active molecules to the formylpeptide receptor (FPR), a receptor associated with chronic inflammation in systemic amyloidosis and Alzheimer’s disease. Starting from a data(base) of 106 dioxopiperazine pyrrolidin piperazine derivatives and their respective constant values of binding affinity to FPR, multilinear regression and discriminant analyses are performed to calculate several predictive topological-mathematical models. Next, using the DesMol2 application, a molecular library consisting of 6,120 molecules is built and performed for each predictive model. The best potential active candidates are selected and compared with results from other previous works. |
format | Online Article Text |
id | pubmed-6413007 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-64130072019-04-09 DesMol2, an Effective Tool for the Construction of Molecular Libraries and Its Application to QSAR Using Molecular Topology García-Pereira, Inma Zanni, Riccardo Galvez-Llompart, Maria Galvez, Jorge García-Domenech, Ramón Molecules Article A web application, DesMol2, which offers two main functionalities, is presented: the construction of molecular libraries and the calculation of topological indices. These functionalities are explained through a practical example of research of active molecules to the formylpeptide receptor (FPR), a receptor associated with chronic inflammation in systemic amyloidosis and Alzheimer’s disease. Starting from a data(base) of 106 dioxopiperazine pyrrolidin piperazine derivatives and their respective constant values of binding affinity to FPR, multilinear regression and discriminant analyses are performed to calculate several predictive topological-mathematical models. Next, using the DesMol2 application, a molecular library consisting of 6,120 molecules is built and performed for each predictive model. The best potential active candidates are selected and compared with results from other previous works. MDPI 2019-02-18 /pmc/articles/PMC6413007/ /pubmed/30781706 http://dx.doi.org/10.3390/molecules24040736 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article García-Pereira, Inma Zanni, Riccardo Galvez-Llompart, Maria Galvez, Jorge García-Domenech, Ramón DesMol2, an Effective Tool for the Construction of Molecular Libraries and Its Application to QSAR Using Molecular Topology |
title | DesMol2, an Effective Tool for the Construction of Molecular Libraries and Its Application to QSAR Using Molecular Topology |
title_full | DesMol2, an Effective Tool for the Construction of Molecular Libraries and Its Application to QSAR Using Molecular Topology |
title_fullStr | DesMol2, an Effective Tool for the Construction of Molecular Libraries and Its Application to QSAR Using Molecular Topology |
title_full_unstemmed | DesMol2, an Effective Tool for the Construction of Molecular Libraries and Its Application to QSAR Using Molecular Topology |
title_short | DesMol2, an Effective Tool for the Construction of Molecular Libraries and Its Application to QSAR Using Molecular Topology |
title_sort | desmol2, an effective tool for the construction of molecular libraries and its application to qsar using molecular topology |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6413007/ https://www.ncbi.nlm.nih.gov/pubmed/30781706 http://dx.doi.org/10.3390/molecules24040736 |
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