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Chemoinformatics in metabolomics, from molecular mechanics, dynamics, and docking to complex metabolic networks, part 2
OtherAbstract:Palabras claves:Autores:Alejandro Speck-Planche, González‐díaz H., Natalia Dias Soeiro Cordeiro M.Fuentes:scopusChemoinformatics in metabolomics, modeling chemical reactivity and admet processes part 1
OtherAbstract:Palabras claves:Autores:Alejandro Speck-Planche, González‐díaz H., Natalia Dias Soeiro Cordeiro M.Fuentes:scopusComputational chemistry comparison of stable/nonstable protein mutants classification models based on 3d and topological indices
ArticleAbstract: In principle, there are different protein structural parameters that can be used in computational chPalabras claves:Protein stability, Protein structure, Spectral moments, topological indicesAutores:González‐díaz H., Podda G., Uriarte E., Yunierkis Perez-CastilloFuentes:googlescopus3D-MEDNEs: An alternative "in silico" technique for chemical research in toxicology. 2. Quantitative proteome-toxicity relationships (QPTR) based on mass spectrum spiral entropy
ArticleAbstract: Low range mass spectra (MS) characterization of serum proteome offers the best chance of discoveringPalabras claves:Autores:Borges F., Dominguez E.R., González‐díaz H., Maykel Cruz-Monteagudo, Natalia Dias Soeiro Cordeiro M.Fuentes:scopusA Fuzzy System Classification Approach for QSAR Modeling of αAmylase and α-Glucosidase Inhibitors
ArticleAbstract: Introduction: This report proposes the application of a new Machine Learning algorithm called FuzzyPalabras claves:Anti-diabetic agents, FURIA-C, induction rule, Lda, machine-learning techniques, QSARAutores:Amilkar Puris, Gerardo M. Casañola-Martin, González‐díaz H., Karel Diéguez-Santana, Rasulev B., Rivera-Borroto O.M.Fuentes:googlescopusCarbon nanotubes’ effect on mitochondrial oxygen flux dynamics: Polarography experimental study and machine learning models using star graph trace invariants of raman spectra
ArticleAbstract: This study presents the impact of carbon nanotubes (CNTs) on mitochondrial oxygen mass flux (Jm) undPalabras claves:carbon nanotubes, Cytotoxicity, Graph Theory, Mitochondria oxygen mass flux, Raman spectroscopy, Spectral momentsAutores:Barreiro Sorrivas J.M., Gerardo M. Casañola-Martin, González-Durruthy M., González‐díaz H., Maojo V., Monserrat J.M., Munteanu C.R., Paraíso-Medina S., Rasulev B., Sierra A.P.Fuentes: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:scopusNucleic acid quadratic indices of the "macromolecular graph's nucleotides adjacency matrix". Modeling of footprints after the interaction of paromomycin with the HIV-1 Ψ-RNA packaging region
ArticleAbstract: This report describes a new set of macromolecular descriptors of relevance to nucleic acid QSAR/QSPRPalabras claves:Footprinting, Nucleic Acid Quadratic Index, paromomycin, QSPR/QSAR, RNA HIV-1, TOMOCOMD-CANAR approachAutores:Castro E.A., De Armas R.R., González‐díaz H., Nodarse D., Torrens F., Yovani Marrero-Ponce, Zaldivar V.R.Fuentes:googlescopusMachine Learning Study of Metabolic Networks vs ChEMBL Data of Antibacterial Compounds
ArticleAbstract: Antibacterial drugs (AD) change the metabolic status of bacteria, contributing to bacterial death. HPalabras claves:antibacterial compounds, CHEMBL, complex networks, Information Fusion, Machine learning, multidrug-resistant, perturbation theoryAutores:Gerardo M. Casañola-Martin, González‐díaz H., Green J.R., Karel Diéguez-Santana, Rasulev B., Roldán Torres GutiérrezFuentes:googlescopusMatrix trace operators: From spectral moments of molecular graphs and complex networks to perturbations in synthetic reactions, micelle nanoparticles, and drug ADME processes
ArticleAbstract: The study of quantitative structure-property relationships (QSPR) is important to study complex netwPalabras claves:Carbolithiations, Complex network, Drug ADME process, Markov chain, Organic synthesis, QSPR/QSAR model, Self-aggregation of drug micelle nanoparticles, Spectral moments and perturbation theoryAutores:Alejandro Speck-Planche, Arrasate S., González‐díaz H., Juan A.G.S., Lete E., Luan F., Natalia Dias Soeiro Cordeiro M., Ruso J.M., Sotomayor N.Fuentes:scopus