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Analysis of proteasome inhibition pbkp_rediction 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 pbkp_rediction of proteasomePalabras claves:Atom-based quadratic index, Classification and regression model, Machine learning, Proteasome inhibition, QSAR, ToMoCoMD-CARDD softwareAutores:Abad C., Garit J., Gerardo M. Casañola-Martin, Pérez-Giménez F., Thu H.L.T., Torrens F., 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., Garit J., Rodríguez-Borges J.E., Torrens F., Yovani Marrero-PonceFuentes:googlescopusMulti-output model with Box–Jenkins operators of linear indices to pbkp_redict multi-target inhibitors of ubiquitin–proteasome pathway
ArticleAbstract: The ubiquitin–proteasome pathway (UPP) plays an important role in the degradation of cellular proteiPalabras claves:CHEMBL, Moving averages, Multi-scale and multi-output models, multi-target, QSAR, Ubiquitin–proteasome pathway inhibitorsAutores:Abad C., Gerardo M. Casañola-Martin, González‐díaz H., Merino-Sanjuán M., Pérez-Giménez F., Thu H.L.T., Yovani Marrero-PonceFuentes:scopusMulti-output model with box-jenkins operators of quadratic indices for pbkp_rediction of malaria and cancer inhibitors targeting ubiquitin-proteasome pathway (UPP) proteins
ArticleAbstract: The ubiquitin-proteasome pathway (UPP) is the primary degradation system of short-lived regulatory pPalabras claves:Atom-based quadratic indices, Cáncer, CHEMBL, MALARIA, Moving average, Multi-scale and multi-output model, multi-target, QSAR, UPP inhibitorAutores:Abad C., Gerardo M. Casañola-Martin, González‐díaz H., Merino-Sanjuán M., Pérez-Giménez F., Thu H.L.T., Yovani Marrero-PonceFuentes:scopusPbkp_rediction of aquatic toxicity of benzene derivatives to tetrahymena pyriformis according to OECD principles
ReviewAbstract: Background: Many QSAR studies have been developed to pbkp_redict acute toxicity over several biomarkPalabras claves:Aquatic toxicology, Atom-based non-stochastic and stochastic linear indices, ecotoxicity, QSAR, Tetrahymena pyriformisAutores:Abad C., Garit J., Gerardo M. Casañola-Martin, Stephen Jones Barigye, Torreblanca A., Torrens F.Fuentes:scopus