Search Results - "de Azevedo, Walter Filgueira"
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Application of Machine Learning Techniques to Predict Binding Affinity for Drug Targets: A Study of Cyclin-Dependent Kinase 2
Published in Current medicinal chemistry (01-01-2021)“…The elucidation of the structure of cyclin-dependent kinase 2 (CDK2) made it possible to develop targeted scoring functions for virtual screening aimed to…”
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Taba: A Tool to Analyze the Binding Affinity
Published in Journal of computational chemistry (05-01-2020)“…Evaluation of ligand‐binding affinity using the atomic coordinates of a protein‐ligand complex is a challenge from the computational point of view. The…”
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SAnDReS 2.0: Development of machine-learning models to explore the scoring function space
Published in Journal of computational chemistry (15-10-2024)“…Classical scoring functions may exhibit low accuracy in determining ligand binding affinity for proteins. The availability of both protein-ligand structures…”
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Understanding the Structural Basis for Inhibition of Cyclin-Dependent Kinases. New Pieces in the Molecular Puzzle
Published in Current drug targets (01-07-2017)“…Cyclin-dependent kinases (CDKs) comprise an important protein family for development of drugs, mostly aimed for use in treatment of cancer but there is also…”
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Application of Machine Learning Techniques for Drug Discovery
Published in Current medicinal chemistry (01-01-2021)Get more information
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Interaction of copper potential metallodrugs with TMPRSS2: A comparative study of docking tools and its implications on COVID-19
Published in Frontiers in chemistry (26-01-2023)“…SARS-CoV-2 is the virus responsible for the COVID-19 pandemic. For the virus to enter the host cell, its spike (S) protein binds to the ACE2 receptor, and the…”
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SAnDReS a Computational Tool for Statistical Analysis of Docking Results and Development of Scoring Functions
Published in Combinatorial chemistry & high throughput screening (01-01-2016)“…Docking allows to predict ligand binding to proteins, since the 3D-structure for the target is available. Several docking studies have been carried out to…”
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Advances in the Understanding of the Cannabinoid Receptor 1 - Focusing on the Inverse Agonists Interactions
Published in Current medicinal chemistry (01-01-2019)“…Cannabinoid Receptor 1 (CB1) is a membrane protein prevalent in the central nervous system, whose crystallographic structure has recently been solved. Studies…”
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Structural Basis for Inhibition of Enoyl-[Acyl Carrier Protein] Reductase (InhA) from Mycobacterium tuberculosis
Published in Current medicinal chemistry (01-01-2020)“…The enzyme trans-enoyl-[acyl carrier protein] reductase (InhA) is a central protein for the development of antitubercular drugs. This enzyme is the target for…”
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Structural basis for inhibition of cyclin-dependent kinase 9 by flavopiridol
Published in Biochemical and biophysical research communications (26-04-2002)“…Flavopiridol has been shown to potently inhibit CDK1 and 2 (cyclin-dependent kinases 1 and 2) and most recently it has been found that it also inhibits CDK9…”
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Optimized Virtual Screening Workflow: Towards Target-Based Polynomial Scoring Functions for HIV-1 Protease
Published in Combinatorial chemistry & high throughput screening (01-01-2017)“…One key step in the development of inhibitors for an enzyme is the application of computational methodologies to predict protein-ligand interactions. The…”
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The inhibition of 5-enolpyruvylshikimate-3-phosphate synthase as a model for development of novel antimicrobials
Published in Current drug targets (01-03-2007)“…EPSP synthase (EPSPS) is an essential enzyme in the shikimate pathway, transferring the enolpyruvyl group of phosphoenolpyruvate to shikimate-3-phosphate to…”
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Identification of a new quaternary association for legume lectins
Published in Journal of structural biology (01-02-2008)“…Lotus tetragonolobus lectin (LTA) is a fucose-specific legume lectin. Although several studies report a diverse combination of biological activities for LTA,…”
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Development of machine learning models to predict inhibition of 3‐dehydroquinate dehydratase
Published in Chemical biology & drug design (01-08-2018)“…In this study, we describe the development of new machine learning models to predict inhibition of the enzyme 3‐dehydroquinate dehydratase (DHQD). This enzyme…”
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The use of biodiversity as source of new chemical entities against defined molecular targets for treatment of malaria, tuberculosis, and T-cell mediated diseases - A Review
Published in Memórias do Instituto Oswaldo Cruz (01-10-2005)“…The modern approach to the development of new chemical entities against complex diseases, especially the neglected endemic diseases such as tuberculosis and…”
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Structural studies of prephenate dehydratase from Mycobacterium tuberculosis H37Rv by SAXS, ultracentrifugation, and computational analysis
Published in Proteins, structure, function, and bioinformatics (01-09-2008)“…Tuberculosis (TB) is one of the most common infectious diseases known to man and responsible for millions of human deaths in the world. The increasing…”
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Bioinformatics tools for screening of antiparasitic drugs
Published in Current drug targets (01-03-2009)“…Drug development has become the Holy Grail of many structural bioinformatics groups. The explosion of information about protein structures, ligand-binding…”
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Molecular modeling and dynamics studies of purine nucleoside phosphorylase from Bacteroides fragilis
Published in Journal of molecular modeling (01-08-2009)“…Purine nucleoside phosphorylase (PNP) catalyzes the reversible phosphorolysis of N -ribosidic bonds of purine nucleosides and deoxynucleosides, except…”
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Crystallographic studies on the binding of isonicotinyl-NAD adduct to wild-type and isoniazid resistant 2- trans-enoyl-ACP (CoA) reductase from Mycobacterium tuberculosis
Published in Journal of structural biology (01-09-2007)“…The resumption of tuberculosis led to an increased need to understand the molecular mechanisms of drug action and drug resistance, which should provide…”
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Molecular modeling and dynamics studies of Shikimate Kinase from Bacillus anthracis
Published in Bioorganic & medicinal chemistry (01-09-2008)“…Complexes of BaSK were modeled with natural substrates in different conformational states due ligand-binding. Molecular dynamics simulations have been…”
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