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Target Flexibility: An Emerging Consideration in Drug Discovery and Design

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Flexible relaxation of rigid‐body docking solutions
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The crystal structure of human deoxyhaemoglobin at 1.74 Å resolution
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Scoring functions for protein–ligand interactions: a critical perspective
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Consensus scoring for protein–ligand interactions
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The consequences of scoring docked ligand conformations using free energy correlations
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Protein Flexibility in Ligand Docking and Virtual Screening to Protein Kinases
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Testing a Flexible-receptor Docking Algorithm in a Model Binding Site
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Conformational Changes Observed in Enzyme Crystal Structures upon Substrate Binding
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Expect the Unexpected or Caveat for Drug Designers: Multiple Structure Determinations Using Aldose Reductase Crystals Treated under Varying Soaking and Co-crystallisation Conditions
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How Different are Structurally Flexible and Rigid Binding Sites? Sequence and Structural Features Discriminating Proteins that Do and Do not Undergo Conformational Change upon Ligand Binding
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Advances in kinetic protein crystallography
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Intrinsic dynamics of enzymes in the unbound state and relation to allosteric regulation
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Flexible ligand docking to multiple receptor conformations: a practical alternative
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Molecular Dynamics Simulations of the Complete Satellite Tobacco Mosaic Virus
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The native-state ensemble of proteins provides clues for folding, misfolding and function
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Anisotropy of Fluctuation Dynamics of Proteins with an Elastic Network Model
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Efficient Conformational Sampling of Local Side-chain Flexibility
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Statistical Thermodynamic Linkage Between Conformational And Binding Equilibria
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Statistical potentials and scoring functions applied to protein–ligand binding
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Protein flexibility as revealed by fluorescence resonance energy transfer: an extension of the method for systems with multiple labels
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Consensus scoring for ligand/protein interactions
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Identifying protein folding cores from the evolution of flexible regions during unfolding
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A Chemical, Genetic, and Structural Analysis of the Nuclear Bile Acid Receptor FXR
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Structural Basis for Bile Acid Binding and Activation of the Nuclear Receptor FXR
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A Covalent Modification of NADP+ Revealed by the Atomic Resolution Structure of FprA, a Mycobacterium tuberculosis Oxidoreductase,
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The Enigma of the Liganded Hemoglobin End State: A Novel Quaternary Structure of Human Carbonmonoxy Hemoglobin,
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Gα-Subunits Differentially Alter the Conformation and Agonist Affinity of κ-Opioid Receptors
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Molecular Dynamics Simulations of the Ligand-Induced Chemical Information Transfer in the 5-HT1AReceptor
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GlamDock: Development and Validation of a New Docking Tool on Several Thousand Protein−Ligand Complexes
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Structure-Based Virtual Screening with Supervised Consensus Scoring: Evaluation of Pose Prediction and Enrichment Factors
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Computational Modeling Approaches to Structure−Function Analysis of G Protein-Coupled Receptors
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Interpretation of atomic displacement parameters from diffraction studies of crystals
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Computational Drug Design Accommodating Receptor Flexibility: The Relaxed Complex Scheme
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Representing Receptor Flexibility in Ligand Docking through Relevant Normal Modes
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Computational Titration Analysis of a Multiprotic HIV-1 Protease−Ligand Complex
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Incorporating Protein Flexibility in Structure-Based Drug Discovery: Using HIV-1 Protease as a Test Case
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Free Energy, Entropy, and Induced Fit in Host−Guest Recognition: Calculations with the Second-Generation Mining Minima Algorithm
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Development of a Quantum Mechanics-Based Free-Energy Perturbation Method: Use in the Calculation of Relative Solvation Free Energies
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Exploring Experimental Sources of Multiple Protein Conformations in Structure-Based Drug Design
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Relative Binding Affinities of Fructose-1,6-Bisphosphatase Inhibitors Calculated Using a Quantum Mechanics-Based Free Energy Perturbation Method
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Mechanisms of Inter- and Intramolecular Communication in GPCRs and G Proteins
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Development and Testing of the OPLS All-Atom Force Field on Conformational Energetics and Properties of Organic Liquids
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Simple, Intuitive Calculations of Free Energy of Binding for Protein−Ligand Complexes. 2. Computational Titration and pH Effects in Molecular Models of Neuraminidase−Inhibitor Complexes
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Discovery of a Novel Binding Trench in HIV Integrase
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“In Situ Cross-Docking” To Simultaneously Address Multiple Targets
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A Critical Assessment of Docking Programs and Scoring Functions
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Naphtho[1,2-d]isothiazole Acetic Acid Derivatives as a Novel Class of Selective Aldose Reductase Inhibitors
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Novel Procedure for Modeling Ligand/Receptor Induced Fit Effects
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Prediction of Protein−Ligand Interactions. Docking and Scoring: Successes and Gaps
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Dissection of the Recognition Properties of p38 MAP Kinase. Determination of the Binding Mode of a New Pyridinyl−Heterocycle Inhibitor Family
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A Flexible Approach to Induced Fit Docking
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Determination of Protein–Ligand Binding Modes Using Complexation-Induced Changes in 1H NMR Chemical Shift
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pKa Calculations with QM/MM Free Energy Perturbations
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Development of Effective Quantum Mechanical/Molecular Mechanical (QM/MM) Methods for Complex Biological Processes
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Towards Accurate Ab Initio QM/MM Calculations of Free-Energy Profiles of Enzymatic Reactions
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Virtual screening with solvation and ligand-induced complementarity
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Distilling the essential features of a protein surface for improving protein-ligand docking, scoring, and virtual screening
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NMR studies of structure and function of biological macromolecules (Nobel Lecture)*
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Automated docking of ligands to an artificial active site: augmenting crystallographic analysis with computer modeling
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Three Dimensional Fourier Synthesis of Horse Deoxyhaemoglobin at 2.8 Å Resolution
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Dynamics of folded proteins
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Identifying conformational changes with site-directed spin labeling.
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Protein dynamics from NMR.
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Intrinsic dynamics of an enzyme underlies catalysis
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Crystal structure of the human β2 adrenergic G-protein-coupled receptor
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A hierarchy of timescales in protein dynamics is linked to enzyme catalysis
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Dynamic personalities of proteins
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Ligand selectivity and competition between enzymes in silico
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Efficacy at g-protein-coupled receptors
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Seven-transmembrane receptors
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Studying excited states of proteins by NMR spectroscopy.
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Linkage between dynamics and catalysis in a thermophilic-mesophilic enzyme pair
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Roles of G‐protein‐coupled receptor dimerization
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Proton–proton Overhauser NMR spectroscopy with polypeptide chains in large structures
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Crystal structure of a photoactivated deprotonated intermediate of rhodopsin
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Ligand configurational entropy and protein binding
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Structure of outer membrane protein G by solution NMR spectroscopy
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Binding of small molecules to an adaptive protein–protein interface
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Gene Structure and M20T Polymorphism of theSchistosoma mansoni Sm14 Fatty Acid-binding Protein
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Constrained geometric simulation of diffusive motion in proteins
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The Protein Data Bank
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Folding funnels and binding mechanisms
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Tobacco mosaic virus.
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The Discovery of Captopril
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Expanding the model: anisotropic displacement parameters in protein structure refinement
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Side‐chain flexibility in protein–ligand binding: The minimal rotation hypothesis
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Folding funnels, binding funnels, and protein function
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Ion channels: their structure, function and control – an overview
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Raman-Assisted Crystallography Reveals End-On Peroxide Intermediates in a Nonheme Iron Enzyme
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High-Resolution Crystal Structure of an Engineered Human β 2 -Adrenergic G Protein–Coupled Receptor
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G Protein–Coupled Receptor Rhodopsin
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WHATEVER HAPPENED TO THE FUN? An Autobiographical Investigation
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Small-Angle X-Ray Scattering from RNA, Proteins, and Protein Complexes
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An Intracellular Loop (IL2) Residue Confers Different Basal Constitutive Activities to the Human Lutropin Receptor and Human Thyrotropin Receptor through Structural Communication between IL2 and Helix 6, via Helix 3
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Crucial Role of the H11-H12 Loop in Stabilizing the Active Conformation of the Human Mineralocorticoid Receptor
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Contributions of Intracellular Loops 2 and 3 of the Lutropin Receptor in Gs Coupling
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Protein-Ligand Interaction Probed by Time-Resolved Crystallography
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Incorporating protein flexibility into docking and structure-based drug design
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Calculation of Cyclodextrin Binding Affinities: Energy, Entropy, and Implications for Drug Design
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HIV Integrase Inhibitors: From Diketoacids to Heterocyclic Templates: A History of HIV Integrase Medicinal Chemistry at Merck West Point and Merck Rome (IRBM)
inferredcites →https://doi.org/10.2174/978160805201110703010317openalex-snapshot
Scoring Functions for Virtual Screening
inferredcites →https://doi.org/10.2210/pdb1mbn/pdbopenalex-snapshot
The stereochemistry of the protein myoglobin
inferredcites →https://doi.org/10.2210/pdb1yzi/pdbopenalex-snapshot
A novel quaternary structure of human carbonmonoxy hemoglobin

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Using Ligand‐Mapping Simulations to Design a Ligand Selectively Targeting a Cryptic Surface Pocket of Polo‐Like Kinase 1
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Analysis of binding modes of ligands to multiple conformations of CYP3A4
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Temperature dependent photolabeling of the human angiotensin II type 1 receptor reveals insights into its conformational landscape and its activation mechanism
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Insight into the reactivity and antitumoral potential of allyl rhodanine derivatives: Azomethine ylide cycloadditions, molecular docking, and SAR studies
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Retinoid receptor subtype-selective modulators through synthetic modifications of RARγ agonists
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Benzimidazole inhibitors of the protein kinase CHK2: Clarification of the binding mode by flexible side chain docking and protein–ligand crystallography
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Challenges of docking in large, flexible and promiscuous binding sites
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A matrix-focused structure-activity and binding site flexibility study of quinolinol inhibitors of botulinum neurotoxin serotype A
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The HSP90 binding mode of a radicicol-like E-oxime determined by docking, binding free energy estimations, and NMR 15N chemical shifts
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Assessing the chemical accuracy of protein structures via peptide acidity
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Intrinsically disordered proteins are potential drug targets
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Surface-Induced Dissociation of Homotetramers with D2 Symmetry Yields their Assembly Pathways and Characterizes the Effect of Ligand Binding
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Collective variable driven molecular dynamics to improve protein–protein docking scoring
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Molecular modeling of the AhR structure and interactions can shed light on ligand-dependent activation and transformation mechanisms
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Computational quantum chemistry and adaptive ligand modeling in mechanistic QSAR
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CADD, AI and ML in drug discovery: A comprehensive review
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A strategic solution to optimize molecular docking simulations using Fully-Flexible Receptor models
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Structure-based computational analysis of protein binding sites for function and druggability prediction
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RosettaLigand Docking with Full Ligand and Receptor Flexibility
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Docking-based virtual screening for ligands of G protein-coupled receptors: Not only crystal structures but also in silico models
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Binding of GSH conjugates to π-GST: A cross-docking approach
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Molecular modelling and competitive inhibition of a Mycobacterium tuberculosis multidrug-resistance efflux pump
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Identification of viable TCDD access pathways to human AhR PAS-B ligand binding domain
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Integrative network pharmacology and molecular simulations reveal the Anti-DKD potential of Pedalium murex phytocompounds via TNF-α and NF-κB inhibition
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Multiscale molecular dynamics simulation approaches to the structure and dynamics of viruses
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Conformationally adaptive therapeutic peptides for diseases caused by intrinsically disordered proteins (IDPs). New paradigm for drug discovery: Target the target, not the arrow
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An Optimized Purification Protocol for Enzymatically Synthesized S-Adenosyl-L-Methionine (Sam) for Applications in Solution State Infrared Spectroscopic Studies
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Increased throughput in methods for simulating protein ligand binding and unbinding
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Binding of Small-Molecule Ligands to Proteins: “What You See” Is Not Always “What You Get”
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Efficient and Robust Analysis of Biomacromolecular Flexibility Using Ensembles of Network Topologies Based on Fuzzy Noncovalent Constraints
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Structure based virtual screening to discover putative drug candidates: Necessary considerations and successful case studies
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Computational Analysis of Structure–Activity Relationships
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Basic Principles and Practices of Computer-Aided Drug Design
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Protein flexibility in docking and surface mapping
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Recognition of a Flexible Protein Loop in Taspase 1 by Multivalent Supramolecular Tweezers
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Conformational Dynamics-Driven Engineering of Nanobody Biosensor for Enhanced Detection of Ochratoxin A
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Modeling with Alternate Locations in X-ray Protein Structures
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Deep Generation Model Guided by the Docking Score for Active Molecular Design
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Targeted Protein Degradation: Advances, Challenges, and Prospects for Computational Methods
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A Pipeline To Enhance Ligand Virtual Screening: Integrating Molecular Dynamics and Fingerprints for Ligand and Proteins
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CSAR Benchmark of Flexible MedusaDock in Affinity Prediction and Nativelike Binding Pose Selection
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Unravelling the Role Played by Non-covalent Interactions in the Action Mechanism of PCDDs within Cells
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Common Hits Approach: Combining Pharmacophore Modeling and Molecular Dynamics Simulations
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Best Practices in Mixed-Solvent Molecular Dynamics and Solvent-Site-Biased Docking
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Modeling Binding with Large Conformational Changes: Key Points in Ensemble-Docking Approaches
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Discovery of Novel and Selective Adenosine A2A Receptor Antagonists for Treating Parkinson’s Disease through Comparative Structure-Based Virtual Screening
inferred← citeshttps://doi.org/10.1021/acs.jctc.0c00304openalex-snapshot
Exploring the Conformational Landscape of Bioactive Small Molecules
inferred← citeshttps://doi.org/10.1021/acs.jctc.4c00754openalex-snapshot
Assessment of Four Theoretical Approaches to Predict Protein Flexibility in the Crystal Phase and Solution
inferred← citeshttps://doi.org/10.1021/acs.jctc.7b01088openalex-snapshot
Fast Dynamic Docking Guided by Adaptive Electrostatic Bias: The MD-Binding Approach
inferred← citeshttps://doi.org/10.1021/acs.jctc.9b01150openalex-snapshot
Capturing the Flexibility of a Protein–Ligand Complex: Binding Free Energies from Different Enhanced Sampling Techniques
inferred← citeshttps://doi.org/10.1021/acs.jmedchem.5b01684openalex-snapshot
Role of Molecular Dynamics and Related Methods in Drug Discovery
inferred← citeshttps://doi.org/10.1021/acs.jmedchem.8b01711openalex-snapshot
Determination of Ligand Binding Epitope Structures Using Polarization Transfer from Hyperpolarized Ligands
inferred← citeshttps://doi.org/10.1021/acs.macromol.7b01915openalex-snapshot
Synthesis and Solution-Phase Characterization of Sulfonated Oligothioetheramides
inferred← citeshttps://doi.org/10.1021/acsmedchemlett.4c00502openalex-snapshot
Mining Druggable Sites in Influenza A Hemagglutinin: Binding of the Pinanamine-Based Inhibitor M090
inferred← citeshttps://doi.org/10.1021/acsmedchemlett.8b00523openalex-snapshot
Discovering New Casein Kinase 1d Inhibitors with an Innovative Molecular Dynamics Enabled Virtual Screening Workflow
inferred← citeshttps://doi.org/10.1021/bi201481aopenalex-snapshot
Induced Fit or Conformational Selection? The Role of the Semi-closed State in the Maltose Binding Protein
inferred← citeshttps://doi.org/10.1021/bi500490zopenalex-snapshot
Molecular Mechanism of Viral Resistance to a Potent Non-nucleoside Inhibitor Unveiled by Molecular Simulations
inferred← citeshttps://doi.org/10.1021/ci100101wopenalex-snapshot
HIV-1 TAR RNA Spontaneously Undergoes Relevant Apo-to-Holo Conformational Transitions in Molecular Dynamics and Constrained Geometrical Simulations
inferred← citeshttps://doi.org/10.1021/ci100457topenalex-snapshot
Significant Enhancement of Docking Sensitivity Using Implicit Ligand Sampling
inferred← citeshttps://doi.org/10.1021/ci100469nopenalex-snapshot
Predicting Fragment Binding Poses Using a Combined MCSS MM-GBSA Approach
inferred← citeshttps://doi.org/10.1021/ci200168bopenalex-snapshot
Pocket-Space Maps To Identify Novel Binding-Site Conformations in Proteins
inferred← citeshttps://doi.org/10.1021/ci200371zopenalex-snapshot
Approximating Protein Flexibility through Dynamic Pharmacophore Models: Application to Fatty Acid Amide Hydrolase (FAAH)
inferred← citeshttps://doi.org/10.1021/ci2005934openalex-snapshot
Potential and Limitations of Ensemble Docking
inferred← citeshttps://doi.org/10.1021/ci300194aopenalex-snapshot
CRDOCK: An Ultrafast Multipurpose Protein–Ligand Docking Tool
inferred← citeshttps://doi.org/10.1021/ci300244yopenalex-snapshot
Alignment-Independent Comparison of Binding Sites Based on DrugScore Potential Fields Encoded by 3D Zernike Descriptors
inferred← citeshttps://doi.org/10.1021/ci400025fopenalex-snapshot
CSAR Benchmark Exercise 2011–2012: Evaluation of Results from Docking and Relative Ranking of Blinded Congeneric Series
inferred← citeshttps://doi.org/10.1021/ci4000294openalex-snapshot
TRAPP: A Tool for Analysis ofTransient BindingPockets inProteins
inferred← citeshttps://doi.org/10.1021/ci400065eopenalex-snapshot
Feasibility of Using Molecular Docking-Based Virtual Screening for Searching Dual Target Kinase Inhibitors
inferred← citeshttps://doi.org/10.1021/ci400087bopenalex-snapshot
The Impact of Molecular Dynamics Sampling on the Performance of Virtual Screening against GPCRs
inferred← citeshttps://doi.org/10.1021/ci400382ropenalex-snapshot
Development and Evaluation of an Integrated Virtual Screening Strategy by Combining Molecular Docking and Pharmacophore Searching Based on Multiple Protein Structures
inferred← citeshttps://doi.org/10.1021/ci500291aopenalex-snapshot
Structure-Based Virtual Screening of the Nociceptin Receptor: Hybrid Docking and Shape-Based Approaches for Improved Hit Identification
inferred← citeshttps://doi.org/10.1021/ci500301sopenalex-snapshot
Ligand–Receptor Affinities Computed by an Adapted Linear Interaction Model for Continuum Electrostatics and by Protein Conformational Averaging
inferred← citeshttps://doi.org/10.1021/ci500414bopenalex-snapshot
Assessing an Ensemble Docking-Based Virtual Screening Strategy for Kinase Targets by Considering Protein Flexibility
inferred← citeshttps://doi.org/10.1021/ci8003732openalex-snapshot
Consistent Improvement of Cross-Docking Results Using Binding Site Ensembles Generated with Elastic Network Normal Modes
inferred← citeshttps://doi.org/10.1021/ci9000212openalex-snapshot
Beyond the Virtual Screening Paradigm: Structure-Based Searching for New Lead Compounds
inferred← citeshttps://doi.org/10.1021/ci9003706openalex-snapshot
Molecular Docking Screens Using Comparative Models of Proteins
inferred← citeshttps://doi.org/10.1021/ci9003943openalex-snapshot
Recipes for the Selection of Experimental Protein Conformations for Virtual Screening
inferred← citeshttps://doi.org/10.1021/ci900407copenalex-snapshot
Ensemble Docking into Multiple Crystallographically Derived Protein Structures: An Evaluation Based on the Statistical Analysis of Enrichments
inferred← citeshttps://doi.org/10.1021/ct100246yopenalex-snapshot
Ensemble Docking from Homology Models
inferred← citeshttps://doi.org/10.1021/ct300223copenalex-snapshot
Application of Drug-Perturbed Essential Dynamics/Molecular Dynamics (ED/MD) to Virtual Screening and Rational Drug Design
inferred← citeshttps://doi.org/10.1021/ct500182zopenalex-snapshot
Relationship between Protein Flexibility and Binding: Lessons for Structure-Based Drug Design
inferred← citeshttps://doi.org/10.1021/ct5010577openalex-snapshot
The Application of Ligand-Mapping Molecular Dynamics Simulations to the Rational Design of Peptidic Modulators of Protein–Protein Interactions
inferred← citeshttps://doi.org/10.1021/ct501072topenalex-snapshot
A Collective Variable for the Rapid Exploration of Protein Druggability
inferred← citeshttps://doi.org/10.1021/ja105852yopenalex-snapshot
Protein Flexibility and Conformational Entropy in Ligand Design Targeting the Carbohydrate Recognition Domain of Galectin-3
inferred← citeshttps://doi.org/10.1021/ja4007468openalex-snapshot
Accounting for Conformational Variability in Protein–Ligand Docking with NMR-Guided Rescoring
inferred← citeshttps://doi.org/10.1021/jm500505fopenalex-snapshot
Targeting Matrix Metalloproteinases: Exploring the Dynamics of the S1′ Pocket in the Design of Selective, Small Molecule Inhibitors
inferred← citeshttps://doi.org/10.1021/jm5010418openalex-snapshot
Molecular Simulations with Solvent Competition Quantify Water Displaceability and Provide Accurate Interaction Maps of Protein Binding Sites
inferred← citeshttps://doi.org/10.1021/jp506779yopenalex-snapshot
Assessing the Suitability of the Multilevel Strategy for the Conformational Analysis of Small Ligands
inferred← citeshttps://doi.org/10.1038/s41392-024-02036-3openalex-snapshot
New insights into protein–protein interaction modulators in drug discovery and therapeutic advance
inferred← citeshttps://doi.org/10.1038/s41467-025-59987-6openalex-snapshot
High-speed atomic force microscopy and 3D modeling reveal the structural dynamics of ADAR1 complexes
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