Search results for "Multilinear regression"

showing 2 items of 2 documents

DesMol2, an Effective Tool for the Construction of Molecular Libraries and Its Application to QSAR Using Molecular Topology

2019

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&rsquo

Models MolecularMultilinear mapQuantitative structure–activity relationshiplinear discriminant analysisComputer scienceQuantitative Structure-Activity RelationshipPharmaceutical ScienceComputational biology01 natural sciencesArticleAnalytical ChemistrySmall Molecule Librarieslcsh:QD241-44103 medical and health scienceslcsh:Organic chemistryDrug DiscoveryPhysical and Theoretical ChemistryPiperazineDesMol2030304 developmental biology0303 health sciencesMolecular Structure010405 organic chemistryOrganic Chemistrymolecular librariesBase (topology)Linear discriminant analysisReceptors Formyl PeptideSystemic amyloidosis0104 chemical sciencestopology descriptorsmultilinear regression analysisDiscriminantChemistry (miscellaneous)Molecular MedicineMultiple linear regression analysisMolecular topologyAlzheimer’s diseaseDatabases ChemicalSoftwareProtein BindingMolecules
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Predicting Skin Permeability by Means of Computational Approaches: Reliability and Caveats in Pharmaceutical Studies

2019

The skin is the main barrier between the internal body environment and the external one. The characteristics of this barrier and its properties are able to modify and affect drug delivery and chemical toxicity parameters. Therefore, it is not surprising that permeability of many different compounds has been measured through several in vitro and in vivo techniques. Moreover, many different in silico approaches have been used to identify the correlation between the structure of the permeants and their permeability, to reproduce the skin behavior, and to predict the ability of specific chemicals to permeate this barrier. A significant number of issues, like interlaboratory variability, experim…

Molecular dynamicComputer scienceGeneral Chemical EngineeringSkin AbsorptionSkin permeabilityLibrary and Information SciencesPrinciple component regressionPartial least square01 natural sciencesModels BiologicalQuantitative structure-property relationship0103 physical sciencesDrug DiscoveryAnimalsHumansComputer SimulationSite of originSkinIn silico prediction010304 chemical physicsChemical toxicityGeneral ChemistrySettore CHIM/08 - Chimica Farmaceutica0104 chemical sciencesComputer Science ApplicationsMultilinear regression010404 medicinal & biomolecular chemistryPharmaceutical PreparationsDrug deliverySkin permeabilityBiochemical engineeringAlgorithms
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