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Atom-based 3D-chiral quadratic indices. Part 3: Prediction of the binding affinity of the stereoisomers offenoterol to the β 2 adrenergic receptor
ArticleAbstract: The non-stochastic and stochastic atom-based three dimensional (3D)-chiral quadratic indices are appPalabras claves:3D-QSAR, Binding affinity, Fenoterol stereoisomer, Non-stochastic and stochastic atom-based 3D-chiral quadratic indices, β -adrenoceptor 2, β 2-adrenoceptorAutores:Abad C., Francisco Torrens, García-Domenech R., Garit J., Torrens F., Yovani Marrero-PonceFuentes:googlescopusAnalysis of proteasome inhibition prediction using atom-based quadratic indices enhanced by machine learning classification techniques
ArticleAbstract: In this work the use of 2D atom-based quadratic indices is shown in the prediction of proteasome inhPalabras claves:Atom-based quadratic index, Classification and regression model, Machine Learning, Proteasome inhibition, QSAR, ToMoCoMD-CARDD softwareAutores:Abad C., Francisco Torrens, Garit J., Gerardo M. Casañola-Martin, Pérez-Giménez F., Thu H.L.T., Torrens F., Yovani Marrero-PonceFuentes:scopusA comparative study of nonlinear machine learning for the "in silico" depiction of tyrosinase inhibitory activity from molecular structure
ArticleAbstract: In the preset report, for the first time, support vector machine (SVM), artificial neural network (APalabras claves:Atom-based quadratic index, Machine learning technique, Multiple comparison test, Tyrosinase inhibitorAutores:Abad C., Cardoso G.C., Chávez M.D.C., Francisco Torrens, García M.M., Gerardo M. Casañola-Martin, Morell Pérez C., Thu H.L.T., 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:scopusA review of QSAR studies to discover new drug-like compounds actives against Leishmaniasis and Trypanosomiasis
ReviewAbstract: The neglected tropical diseases (NTDs) affect more than one billion people (one-sixth of the world'sPalabras claves:LEISHMANIA, neglected tropical diseases, QSAR, Trypanosoma brucei, TRYPANOSOMA CRUZI, TrypanosomatidAutores:Abad C., Francisco Torrens, Garit J., Rodríguez-Borges J.E., Torrens F., Yovani Marrero-PonceFuentes:googlescopusBond-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., Francisco Torrens, Gerardo M. Casañola-Martin, Khan M.T.H., Khan S., Pérez-Jiménez F., Rescigno A., Torrens F., Yovani Marrero-PonceFuentes:scopusBond-based bilinear indices for computational discovery of novel trypanosomicidal drug-like compounds through virtual screening
ArticleAbstract: Two-dimensional bond-based bilinear indices and linear discriminant analysis are used in this reportPalabras claves:Bond-based bilinear indices, In vitro cytotoxicity, LDA-assisted QSAR model, Trypanosomicidal, Virtual ScreeningAutores:Abad C., Del Toro-Cortés O., Francisco Torrens, García-Trevijano J.A.E., Garit J., Gerardo M. Casañola-Martin, Gómez-Barrio A., Rojas-De-Arias A., Rolón M.S., Torrens F., Vega C., Vega M.C., Yovani Marrero-PonceFuentes:scopusIdentification In Silico and In Vitro of Novel Trypanosomicidal Drug-Like Compounds
ArticleAbstract: Atom-based bilinear indices and linear discriminant analysis are used to discover novel trypanosomicPalabras claves:Anti-epimastigote elimination, Atom-based bilinear indices, cytotoxicity, TRYPANOSOMA CRUZI, Trypanosomicidal, Virtual ScreeningAutores:Abad C., Christian Ochoa Puentes, Del Toro-Cortés O., Francisco Torrens, García-Trevijano J.A.E., Garit J., Gómez-Barrio A., Kouznetsov V.V., Puentes C.O., Rolón M.S., Romero Bohórquez A.R., Torrens F., Vega C., Vega M.C., Yovani Marrero-PonceFuentes:googlescopusTyrosinase 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., Francisco Torrens, 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., Francisco Torrens, Gerardo M. Casañola-Martin, Khan M.T.H., Rescigno A., Thu H.L.T., Torrens F., Yovani Marrero-PonceFuentes:scopus