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SiCoDEA: A Simple, Fast and Complete App for Analyzing the Effect of Individual Drugs and Their Combinations
The administration of combinations of drugs is a method widely used in the treatment of different pathologies as it can lead to an increase in the therapeutic effect and a reduction in the dose compared to the administration of single drugs. For these reasons, it is of interest to study combinations...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9313187/ https://www.ncbi.nlm.nih.gov/pubmed/35883460 http://dx.doi.org/10.3390/biom12070904 |
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author | Spinozzi, Giulio Tini, Valentina Ferrari, Alessio Gionfriddo, Ilaria Ranieri, Roberta Milano, Francesca Pierangeli, Sara Donnini, Serena Mezzasoma, Federica Silvestri, Serenella Falini, Brunangelo Martelli, Maria Paola |
author_facet | Spinozzi, Giulio Tini, Valentina Ferrari, Alessio Gionfriddo, Ilaria Ranieri, Roberta Milano, Francesca Pierangeli, Sara Donnini, Serena Mezzasoma, Federica Silvestri, Serenella Falini, Brunangelo Martelli, Maria Paola |
author_sort | Spinozzi, Giulio |
collection | PubMed |
description | The administration of combinations of drugs is a method widely used in the treatment of different pathologies as it can lead to an increase in the therapeutic effect and a reduction in the dose compared to the administration of single drugs. For these reasons, it is of interest to study combinations of drugs and to determine whether a specific combination has a synergistic, antagonistic or additive effect. Various mathematical models have been developed, which use different methods to evaluate the synergy of a combination of drugs. We have developed an open access and easy to use app that allows different models to be explored and the most fitting to be chosen for the specific experimental data: SiCoDEA (Single and Combined Drug Effect Analysis). Despite the existence of other tools for drug combination analysis, SiCoDEA remains the most complete and flexible since it offers options such as outlier removal or the ability to choose between different models for analysis. SiCoDEA is an easy to use tool for analyzing drug combination data and to have a view of the various steps and offer different results based on the model chosen. |
format | Online Article Text |
id | pubmed-9313187 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-93131872022-07-26 SiCoDEA: A Simple, Fast and Complete App for Analyzing the Effect of Individual Drugs and Their Combinations Spinozzi, Giulio Tini, Valentina Ferrari, Alessio Gionfriddo, Ilaria Ranieri, Roberta Milano, Francesca Pierangeli, Sara Donnini, Serena Mezzasoma, Federica Silvestri, Serenella Falini, Brunangelo Martelli, Maria Paola Biomolecules Article The administration of combinations of drugs is a method widely used in the treatment of different pathologies as it can lead to an increase in the therapeutic effect and a reduction in the dose compared to the administration of single drugs. For these reasons, it is of interest to study combinations of drugs and to determine whether a specific combination has a synergistic, antagonistic or additive effect. Various mathematical models have been developed, which use different methods to evaluate the synergy of a combination of drugs. We have developed an open access and easy to use app that allows different models to be explored and the most fitting to be chosen for the specific experimental data: SiCoDEA (Single and Combined Drug Effect Analysis). Despite the existence of other tools for drug combination analysis, SiCoDEA remains the most complete and flexible since it offers options such as outlier removal or the ability to choose between different models for analysis. SiCoDEA is an easy to use tool for analyzing drug combination data and to have a view of the various steps and offer different results based on the model chosen. MDPI 2022-06-28 /pmc/articles/PMC9313187/ /pubmed/35883460 http://dx.doi.org/10.3390/biom12070904 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Spinozzi, Giulio Tini, Valentina Ferrari, Alessio Gionfriddo, Ilaria Ranieri, Roberta Milano, Francesca Pierangeli, Sara Donnini, Serena Mezzasoma, Federica Silvestri, Serenella Falini, Brunangelo Martelli, Maria Paola SiCoDEA: A Simple, Fast and Complete App for Analyzing the Effect of Individual Drugs and Their Combinations |
title | SiCoDEA: A Simple, Fast and Complete App for Analyzing the Effect of Individual Drugs and Their Combinations |
title_full | SiCoDEA: A Simple, Fast and Complete App for Analyzing the Effect of Individual Drugs and Their Combinations |
title_fullStr | SiCoDEA: A Simple, Fast and Complete App for Analyzing the Effect of Individual Drugs and Their Combinations |
title_full_unstemmed | SiCoDEA: A Simple, Fast and Complete App for Analyzing the Effect of Individual Drugs and Their Combinations |
title_short | SiCoDEA: A Simple, Fast and Complete App for Analyzing the Effect of Individual Drugs and Their Combinations |
title_sort | sicodea: a simple, fast and complete app for analyzing the effect of individual drugs and their combinations |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9313187/ https://www.ncbi.nlm.nih.gov/pubmed/35883460 http://dx.doi.org/10.3390/biom12070904 |
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