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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
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.
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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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