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Understanding and Predicting Druggability. A High-Throughput Method for Detection of Drug Binding Sites

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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The Protein Data Bank
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What points at this work

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Intermolecular Interactions in G Protein-Coupled Receptor Allosteric Sites at the Membrane Interface from Molecular Dynamics Simulations and Quantum Chemical Calculations
inferred← citeshttps://doi.org/10.1021/acs.jcim.3c00301openalex-snapshot
Screening and Biological Evaluation of Soluble Epoxide Hydrolase Inhibitors: Assessing the Role of Hydrophobicity in the Pharmacophore-Guided Search of Novel Hits
inferred← citeshttps://doi.org/10.1021/acs.jcim.4c00051openalex-snapshot
Pliability in the m6A-Binding Region Extends Druggability of YTH Domains
inferred← citeshttps://doi.org/10.1021/acs.jcim.4c01810openalex-snapshot
Toward the Prediction of Binding Events in Very Flexible, Allosteric, Multidomain Proteins
inferred← citeshttps://doi.org/10.1021/acs.jcim.5b00453openalex-snapshot
Insights from Fragment Hit Binding Assays by Molecular Simulations
inferred← citeshttps://doi.org/10.1021/acs.jcim.5c00222openalex-snapshot
Synthon-Based Strategies Exploiting Molecular Similarity and Protein–Ligand Interactions for Efficient Screening of Ultra-Large Chemical Libraries
inferred← citeshttps://doi.org/10.1021/acs.jcim.5c02753openalex-snapshot
A Hydrophobic Cluster Modulates Long-Range Allostery in the TRMT2A RNA Recognition Motif
inferred← citeshttps://doi.org/10.1021/acs.jcim.6b00623openalex-snapshot
Deciphering Cryptic Binding Sites on Proteins by Mixed-Solvent Molecular Dynamics
inferred← citeshttps://doi.org/10.1021/acs.jcim.6c00960openalex-snapshot
Thermodynamic Preference of Fe 2+ for a C-Terminal Coordination Site in Human Frataxin Revealed by Multiscale Simulations
inferred← citeshttps://doi.org/10.1021/acs.jcim.6c01239openalex-snapshot
Unveiling the KRAS Relationship between Affinity and Dynamics: A Molecular Simulations Study
inferred← citeshttps://doi.org/10.1021/acs.jcim.7b00241openalex-snapshot
LigQ: A Webserver to Select and Prepare Ligands for Virtual Screening
inferred← citeshttps://doi.org/10.1021/acs.jcim.7b00397openalex-snapshot
ATPbind: Accurate Protein–ATP Binding Site Prediction by Combining Sequence-Profiling and Structure-Based Comparisons
inferred← citeshttps://doi.org/10.1021/acs.jcim.8b00216openalex-snapshot
Development and Validation of Molecular Overlays Derived from Three-Dimensional Hydrophobic Similarity with PharmScreen
inferred← citeshttps://doi.org/10.1021/acs.jcim.8b00730openalex-snapshot
Holo-like and Druggable Protein Conformations from Enhanced Sampling of Binding Pocket Volume and Shape
inferred← citeshttps://doi.org/10.1021/acs.jcim.8b00749openalex-snapshot
DNAPred: Accurate Identification of DNA-Binding Sites from Protein Sequence by Ensembled Hyperplane-Distance-Based Support Vector Machines
inferred← citeshttps://doi.org/10.1021/acs.jcim.8b00941openalex-snapshot
Accelerating Lead Identification by High Throughput Virtual Screening: Prospective Case Studies from the Pharmaceutical Industry
inferred← citeshttps://doi.org/10.1021/acs.jcim.9b01191openalex-snapshot
Assessing the Performance of Mixed Strategies To Combine Lipophilic Molecular Similarity and Docking in Virtual Screening
inferred← citeshttps://doi.org/10.1021/acs.jcim.9b01209openalex-snapshot
PlayMolecule CrypticScout: Predicting Protein Cryptic Sites Using Mixed-Solvent Molecular Simulations
inferred← citeshttps://doi.org/10.1021/acs.jctc.2c01306openalex-snapshot
SiteFerret: Beyond Simple Pocket Identification in Proteins
inferred← citeshttps://doi.org/10.1021/acs.jctc.8b00263openalex-snapshot
Exploring Cryptic Pockets Formation in Targets of Pharmaceutical Interest with SWISH
inferred← citeshttps://doi.org/10.1021/acs.jmedchem.2c00946openalex-snapshot
Membrane Lipids Are an Integral Part of Transmembrane Allosteric Sites in GPCRs: A Case Study of Cannabinoid CB1 Receptor Bound to a Negative Allosteric Modulator, ORG27569, and Analogs
inferred← citeshttps://doi.org/10.1021/acs.jmedchem.2c01681openalex-snapshot
Halo Library, a Tool for Rapid Identification of Ligand Binding Sites on Proteins Using Crystallographic Fragment Screening
inferred← citeshttps://doi.org/10.1021/acs.jmedchem.5b00586openalex-snapshot
New Frontiers in Druggability
inferred← citeshttps://doi.org/10.1021/acs.jmedchem.5b01286openalex-snapshot
How Beyond Rule of 5 Drugs and Clinical Candidates Bind to Their Targets
inferred← citeshttps://doi.org/10.1021/acs.jpcb.0c10192openalex-snapshot
Phosphorothioate Substitutions in RNA Structure Studied by Molecular Dynamics Simulations, QM/MM Calculations, and NMR Experiments
inferred← citeshttps://doi.org/10.1021/acs.jproteome.0c00864openalex-snapshot
Using Chou’s 5-Step Rule to Predict DNA-Protein Binding with Multi-scale Complementary Feature
inferred← citeshttps://doi.org/10.1021/acscentsci.1c00802openalex-snapshot
Probe Confined Dynamic Mapping for G Protein-Coupled Receptor Allosteric Site Prediction
inferred← citeshttps://doi.org/10.1021/acschembio.6b00674openalex-snapshot
Isolated Polar Amino Acid Residues Modulate Lipid Binding in the Large Hydrophobic Cavity of CD1d
inferred← citeshttps://doi.org/10.1021/acschemneuro.3c00747openalex-snapshot
Unraveling the Interplay of Extracellular Domain Conformational Changes and Parathyroid Hormone Type 1 Receptor Activation in Class B1 G Protein-Coupled Receptors: Integrating Enhanced Sampling Molecular Dynamics Simulations and Markov State Models
inferred← citeshttps://doi.org/10.1021/acsfoodscitech.6c00400openalex-snapshot
Potent IgE-Mediated Allergenic Reduction in Human Serum by Casein–Polyphenol Conjugates Makes Personalized Oral Immunotherapy Credible
inferred← citeshttps://doi.org/10.1021/acsomega.3c02607openalex-snapshot
Finding Lead Compounds for Dengue Antivirals from a Collection of Old Drugs through In Silico Target Prediction and Subsequent In Vitro Validation
inferred← citeshttps://doi.org/10.1021/acsomega.3c04007openalex-snapshot
Complementary Pocket and Network-Based Approach to Search for Spike Protein Allosteric Pocket Sites
inferred← citeshttps://doi.org/10.1021/acsomega.5c00492openalex-snapshot
Design, Synthesis, and In Vitro Evaluation of the Leishmanicidal Activity of New Aromatic Symmetrical 1,4-Disubstituted 1,2,3-Bistriazoles
inferred← citeshttps://doi.org/10.1021/acsomega.5c10598openalex-snapshot
Exploration of Agonist and Antagonist Binding Sites within the Cytosolic AHR Complex Using Molecular Modeling
inferred← citeshttps://doi.org/10.1021/acsomega.5c12723openalex-snapshot
DGSite: A Well-Calibrated Deep Learning Framework for Protein–RNA Binding Site Prediction
inferred← citeshttps://doi.org/10.1021/acssynbio.6c00340openalex-snapshot
Interpretable Protein−Nucleic Acid Binding Site Prediction via Domain-Guided Multimodal Learning
inferred← citeshttps://doi.org/10.1021/bi400166bopenalex-snapshot
A Model of Peptide Triazole Entry Inhibitor Binding to HIV-1 gp120 and the Mechanism of Bridging Sheet Disruption
inferred← citeshttps://doi.org/10.1021/ci1000289openalex-snapshot
Large-Scale Comparison of Four Binding Site Detection Algorithms
inferred← citeshttps://doi.org/10.1021/ci100312topenalex-snapshot
Drug-like Density: A Method of Quantifying the “Bindability” of a Protein Target Based on a Very Large Set of Pockets and Drug-like Ligands from the Protein Data Bank
inferred← citeshttps://doi.org/10.1021/ci200266dopenalex-snapshot
DrugPred: A Structure-Based Approach To Predict Protein Druggability Developed Using an Extensive Nonredundant Data Set
inferred← citeshttps://doi.org/10.1021/ci200454vopenalex-snapshot
Combining Global and Local Measures for Structure-Based Druggability Predictions
inferred← citeshttps://doi.org/10.1021/ci200587hopenalex-snapshot
DrugLogit: Logistic Discrimination between Drugs and Nondrugs Including Disease-Specificity by Assigning Probabilities Based on Molecular Properties
inferred← citeshttps://doi.org/10.1021/ci200613bopenalex-snapshot
Development of a Rule-Based Method for the Assessment of Protein Druggability
inferred← citeshttps://doi.org/10.1021/ci300177popenalex-snapshot
Identification of Non-Macrocyclic Small Molecule Inhibitors against the NS3/4A Serine Protease of Hepatitis C Virus through in Silico Screening
inferred← citeshttps://doi.org/10.1021/ci300184xopenalex-snapshot
Comparison and Druggability Prediction of Protein–Ligand Binding Sites from Pharmacophore-Annotated Cavity Shapes
inferred← citeshttps://doi.org/10.1021/ci5006004openalex-snapshot
PockDrug: A Model for Predicting Pocket Druggability That Overcomes Pocket Estimation Uncertainties
inferred← citeshttps://doi.org/10.1021/ci500624sopenalex-snapshot
Pocketome of Human Kinases: Prioritizing the ATP Binding Sites of (Yet) Untapped Protein Kinases for Drug Discovery
inferred← citeshttps://doi.org/10.1021/ct300117jopenalex-snapshot
Druggability Assessment of Allosteric Proteins by Dynamics Simulations in the Presence of Probe Molecules
inferred← citeshttps://doi.org/10.1021/ct501072topenalex-snapshot
A Collective Variable for the Rapid Exploration of Protein Druggability
inferred← citeshttps://doi.org/10.1021/ja207494uopenalex-snapshot
Shielded Hydrogen Bonds as Structural Determinants of Binding Kinetics: Application in Drug Design
inferred← citeshttps://doi.org/10.1021/jacs.6b05425openalex-snapshot
Understanding Cryptic Pocket Formation in Protein Targets by Enhanced Sampling Simulations
inferred← citeshttps://doi.org/10.1021/jacsau.3c00151openalex-snapshot
Markov State Models Reconcile Conformational Plasticity of GTPase with Its Substrate Binding Event
inferred← citeshttps://doi.org/10.1021/jm200996gopenalex-snapshot
Exploring the Binding Sites of Glycogen Synthase Kinase 3. Identification and Characterization of Allosteric Modulation Cavities
inferred← citeshttps://doi.org/10.1021/jm300346wopenalex-snapshot
Druggability Analysis and Structural Classification of Bromodomain Acetyl-lysine Binding Sites
inferred← citeshttps://doi.org/10.1021/jm3011977openalex-snapshot
Scaling the Druggability Landscape of Human Bromodomains, a New Class of Drug Targets
inferred← citeshttps://doi.org/10.1021/jm401824wopenalex-snapshot
Synthesis and Multitarget Biological Profiling of a Novel Family of Rhein Derivatives As Disease-Modifying Anti-Alzheimer Agents
inferred← citeshttps://doi.org/10.1021/jo502661jopenalex-snapshot
Synthesis and Tau RNA Binding Evaluation of Ametantrone-Containing Ligands
inferred← citeshttps://doi.org/10.1038/nchem.1243openalex-snapshot
Quantifying the chemical beauty of drugs
inferred← citeshttps://doi.org/10.1038/nrd3503openalex-snapshot
Minimum information about a bioactive entity (MIABE)
inferred← citeshttps://doi.org/10.1038/psp.2013.66openalex-snapshot
Identifying Druggable Targets by Protein Microenvironments Matching: Application to Transcription Factors
inferred← citeshttps://doi.org/10.1038/s41467-024-45851-6openalex-snapshot
Quantitative live cell imaging of a tauopathy model enables the identification of a polypharmacological drug candidate that restores physiological microtubule interaction
inferred← citeshttps://doi.org/10.1038/s41588-019-0456-1openalex-snapshot
A genetics-led approach defines the drug target landscape of 30 immune-related traits
inferred← citeshttps://doi.org/10.1038/s41598-017-10012-xopenalex-snapshot
Structural and Functional View of Polypharmacology
inferred← citeshttps://doi.org/10.1038/s41598-018-28916-7openalex-snapshot
An integrative, multi-omics approach towards the prioritization of Klebsiella pneumoniae drug targets
inferred← citeshttps://doi.org/10.1038/s41598-019-46496-yopenalex-snapshot
Isoform-specific Inhibition of N-methyl-D-aspartate Receptors by Bile Salts
inferred← citeshttps://doi.org/10.1038/s41598-025-34139-4openalex-snapshot
Computational analysis of CCN1 as a druggable target predicts interactions with bioactive compounds
inferred← citeshttps://doi.org/10.1038/s42003-025-07966-4openalex-snapshot
The identification of functional regions of MEK1 using CRISPR tiling screens
inferred← citeshttps://doi.org/10.1038/s44386-026-00048-3openalex-snapshot
Assessing the ligand native-like pose using a quantum mechanical-derived hydropathic score for protein-ligand complementarity
inferred← citeshttps://doi.org/10.1038/srep18555openalex-snapshot
HIV-1 Protease Dimerization Dynamics Reveals a Transient Druggable Binding Pocket at the Interface
inferred← citeshttps://doi.org/10.1039/9781849735377-00302openalex-snapshot
Expanding the Target Space: Druggability Assessments
inferred← citeshttps://doi.org/10.1039/c3cp54164aopenalex-snapshot
Current and emerging opportunities for molecular simulations in structure-based drug design
inferred← citeshttps://doi.org/10.1039/c9md00102fopenalex-snapshot
Binding site characterization – similarity, promiscuity, and druggability
inferred← citeshttps://doi.org/10.1039/d1sc00145kopenalex-snapshot
High-resolution mining of the SARS-CoV-2 main protease conformational space: supercomputer-driven unsupervised adaptive sampling
inferred← citeshttps://doi.org/10.1039/d2cy01617fopenalex-snapshot
Rational reprogramming of the sesquiterpene synthase BcBOT2 yields new terpenes with presilphiperfolane skeleton
inferred← citeshttps://doi.org/10.1039/d2sc06272kopenalex-snapshot
Combining structural and coevolution information to unveil allosteric sites
inferred← citeshttps://doi.org/10.1039/d3cp04980aopenalex-snapshot
Evaluation of DNA–protein complex structures using the deep learning method
inferred← citeshttps://doi.org/10.1042/bsr20160180openalex-snapshot
Bioinformatics in translational drug discovery
inferred← citeshttps://doi.org/10.1073/pnas.1017142108openalex-snapshot
Identification of broad-spectrum antiviral compounds and assessment of the druggability of their target for efficacy against respiratory syncytial virus (RSV)
inferred← citeshttps://doi.org/10.1080/07391102.2013.833863openalex-snapshot
Towards strain-independent anti-influenza peptides: a SAXS- and modeling-based study
inferred← citeshttps://doi.org/10.1080/07391102.2022.2051743openalex-snapshot
Exploring species-specific inhibitors with multiple target sites on S. aureus pyruvate kinase using a computational workflow
inferred← citeshttps://doi.org/10.1080/07391102.2024.2435633openalex-snapshot
An evaluation of the precision of computational methods used in drug development initiatives
inferred← citeshttps://doi.org/10.1080/1062936x.2016.1217271openalex-snapshot
Comparison of in silico tools for binding site prediction applied for structure-based design of autolysin inhibitors
inferred← citeshttps://doi.org/10.1088/0953-8984/28/34/344007openalex-snapshot
Exploring the role of water in molecular recognition: predicting protein ligandability using a combinatorial search of surface hydration sites
inferred← citeshttps://doi.org/10.1088/1742-6596/1788/1/012021openalex-snapshot
Hydrophobic Pocket of SARS-Cov-2 Spike Glycoprotein are Potential as Binding Pocket
inferred← citeshttps://doi.org/10.1093/bib/bbab564openalex-snapshot
AlphaFold2-aware protein–DNA binding site prediction using graph transformer
inferred← citeshttps://doi.org/10.1093/bib/bbac244openalex-snapshot
TSNAPred: predicting type-specific nucleic acid binding residues via an ensemble approach
inferred← citeshttps://doi.org/10.1093/bib/bbac322openalex-snapshot
A deep learning-based method for the prediction of DNA interacting residues in a protein
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