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Atom- and bond-based 2D TOMOCOMD-CARDD approach and ligand-based virtual screening for the drug discovery of new tyrosinase inhibitors
ArticleAbstract: Two-dimensional atom- and bond-based TOMOCOMD-CARDD descriptors and linear discriminant analysis (LDPalabras claves:Dicoumarin, LDA-Based QSAR Model, Ligand-based virtual screening, TOMOCOMD-CARDD descriptor, Tyrosinase-inhibitor compoundAutores:Gerardo M. Casañola-Martin, Pérez-Giménez F., Rescigno A., Tareq Hassan Khan M., Torrens F., Yovani Marrero-PonceFuentes:scopusBond-based 2D Quadratic fingerprints in QSAR studies: Virtual and in vitro tyrosinase inhibitory activity elucidation
ArticleAbstract: In this report, we show the results of quantitative structure-activity relationship (QSAR) studies oPalabras claves:Bond-based quadratic indices, LDA-Based QSAR Model, lignan, ToMoCoMD-CARDD software, Tyrosinase inhibitorAutores:Abad C., Gerardo M. Casañola-Martin, Khan M.T.H., Khan S., Pérez-Jiménez F., Rescigno A., Torrens F., Yovani Marrero-PonceFuentes:scopusA rational workflow for sequential virtual screening of chemical libraries on searching for new tyrosinase inhibitors
ArticleAbstract: The tyrosinase is a bifunctional, copper-containing enzyme widely distributed in the phylogenetic trPalabras claves:Drug-likeness filtering, Molecular docking, QSAR modeling, Similarity searching, Tyrosinase inhibitor, Virtual ScreeningAutores:Abad C., Gerardo M. Casañola-Martin, Khan M.T.H., Rescigno A., Thu H.L.T., Yovani Marrero-PonceFuentes:scopusNovel coumarin-based tyrosinase inhibitors discovered by OECD principles-validated QSAR approach from an enlarged, balanced database
ArticleAbstract: The present work is devoted to the development and application of a multi-agent Quantitative StructuPalabras claves:Atom-based bilinear index, coumarin, In silico identification, In vitro corroboration, linear discriminant analysis, OECD principle, QSAR model, ToMoCoMD-CARDD software, Tyrosinase inhibitorAutores:Abad C., Gerardo M. Casañola-Martin, Parmar V.S., Rescigno A., Saso L., Thu H.L.T., Torrens F., Yovani Marrero-PonceFuentes:scopusLigand-based computer-aided discovery of tyrosinase inhibitors. applications of the TOMOCOMD-CARDD method to the elucidation of new compounds
ArticleAbstract: In this review an overview of the application of computational approaches is given. Specifically, thPalabras claves:Ligand-Based Virtual Screening (LBVS), Quantitative Structure-Activity relationship (QSAR), ToMoCoMD-CARDD, Tyrosinase inhibitorAutores:Abad C., Gerardo M. Casañola-Martin, Khan M.T.H., Rescigno A., Torrens F., Yovani Marrero-PonceFuentes:scopusTyrosinase enzyme: 1. An overview on a pharmacological target
ArticleAbstract: The tyrosinase enzyme (EC 1.14.18.1) is an oxidoreductase inside the general enzyme classification aPalabras claves:Hyperpigmentation, melanin, Molecular mechanism, Structure, TyrosinaseAutores:Abad C., Garit J., Gerardo M. Casañola-Martin, Khan M.T.H., Rescigno A., Thu H.L.T., Torrens F., Yovani Marrero-PonceFuentes:scopusTyrosinase enzyme: 2. Inhibitors from natural and synthetic origins
ArticleAbstract: In this work there are tackled in a general way the tyrosinase inhibitor compounds, the limiting enzPalabras claves:drugs, Natural products, Synthetic compounds, Tyrosinase inhibitorsAutores:Abad C., Gerardo M. Casañola-Martin, Khan M.T.H., Rescigno A., Thu H.L.T., Torrens F., Yovani Marrero-PonceFuentes:scopusVanilloid Derivatives as Tyrosinase Inhibitors Driven by Virtual Screening-Based QSAR Models
ArticleAbstract: A number of vanilloids have been tested as tyrosinase inhibitors using Ligand-Based Virtual ScreeninPalabras claves:Ligand-Based Virtual Screening (LBVS), Quantitative Structure-Activity relationship (QSAR), Tyrosinase inhibitionAutores:Gerardo M. Casañola-Martin, Rescigno A., Sanjust E., Yovani Marrero-Ponce, Zucca P.Fuentes:scopusQSAR models for tyrosinase inhibitory activity description applying modern statistical classification techniques: A comparative study
ArticleAbstract: Cluster analysis (CA), Linear and Quadratic Discriminant Analysis (L(Q)DA), Binary Logistic RegressiPalabras claves:Atom-based quadratic indices, Modern statistical methods, Multiple Comparison Procedures, ROC curve, ToMoCoMD-CARDD software, Tyrosinase inhibitorAutores:Abad C., Amilkar Puris, Cardoso G.C., Gerardo M. Casañola-Martin, Rescigno A., Thu H.L.T., Torrens F., Yovani Marrero-PonceFuentes:scopusQSAR-based CMs and TOMOCOMD-CARD approach for the discovery of new tyrosinase inhibitor chemicals
Book PartAbstract: Tyrosinase is an oxidoreductase enzyme (EC 1.14.18.1) involved in the two mainsteps of the biochemicPalabras claves:Quantitative Structure-Activity relationship (QSAR), ToMoCoMD-CARDD, Tyrosinase inhibitorAutores:Abad C., Gerardo M. Casañola-Martin, Khan M.T.H., Rescigno A., Thu H.L.T., Torrens F., Yovani Marrero-PonceFuentes:scopus