Reciprocal perspective as a super learner improves drug-target interaction prediction (MUSDTI). 
 PMID:35918366
                                    
                                
                                    Analyzing the Systems Biology Effects of COVID-19 mRNA Vaccines to Assess Their Safety and Putative Side Effects. 
 PMID:35889989
                                    
                                
                                    Protein-Ligand Docking in the Machine-Learning Era. 
 PMID:35889440
                                    
                                
                                    Identifying Possible AChE Inhibitors from Drug-like Molecules via Machine Learning and Experimental Studies. 
 PMID:35755364
                                    
                                
                                    DTI-BERT: Identifying Drug-Target Interactions in Cellular Networking Based on BERT and Deep Learning Method. 
 PMID:35754843
                                    
                                
                                    Mechanism of action involved in the anxiolytic-like effects of Hibalactone isolated from Hydrocotyle umbellata L. 
 PMID:35747359
                                    
                                
                                    Hierarchical Virtual Screening Based on Rocaglamide Derivatives to Discover New Potential Anti-Skin Cancer Agents. 
 PMID:35720115
                                    
                                
                                    How can natural language processing help model informed drug development?: a review. 
 PMID:35702625
                                    
                                
                                    A comprehensive SARS-CoV-2-human protein-protein interactome network identifies pathobiology and host-targeting therapies for COVID-19. 
 PMID:35677070
                                    
                                
                                    A Network Pharmacology Analysis of Cytotoxic Triterpenes Isolated from Euphorbia abyssinica Latex Supported by Drug-likeness and ADMET Studies. 
 PMID:35664578
                                    
                                
                                    Multi-TransDTI: Transformer for Drug-Target Interaction Prediction Based on Simple Universal Dictionaries with Multi-View Strategy. 
 PMID:35625572
                                    
                                
                                    An Evolutionary Conservation and Druggability Analysis of Enzymes Belonging to the Bacterial Shikimate Pathway. 
 PMID:35625318
                                    
                                
                                    Methodology-Centered Review of Molecular Modeling, Simulation, and Prediction of SARS-CoV-2. 
 PMID:35594413
                                    
                                
                                    Delta Machine Learning to Improve Scoring-Ranking-Screening Performances of Protein-Ligand Scoring Functions. 
 PMID:35579568
                                    
                                
                                    UnbiasedDTI: Mitigating Real-World Bias of Drug-Target Interaction Prediction by Using Deep Ensemble-Balanced Learning. 
 PMID:35566330
                                    
                                
                                    Discovery of VEGFR2 inhibitors by integrating naïve Bayesian classification, molecular docking and drug screening approaches. 
 PMID:35542432
                                    
                                
                                    Open Force Field Evaluator: An Automated, Efficient, and Scalable Framework for the Estimation of Physical Properties from Molecular Simulation. 
 PMID:35507313
                                    
                                
                                    Discovery of moiety preference by Shapley value in protein kinase family using random forest models. 
 PMID:35428180
                                    
                                
                                    SSGraphCPI: A Novel Model for Predicting Compound-Protein Interactions Based on Deep Learning. 
 PMID:35409140
                                    
                                
                                    Repurposing Multiple-Molecule Drugs for COVID-19-Associated Acute Respiratory Distress Syndrome and Non-Viral Acute Respiratory Distress Syndrome via a Systems Biology Approach and a DNN-DTI Model Based on Five Drug Design Specifications. 
 PMID:35409008
                                    
                                
                                    Predicting the binding of small molecules to nuclear receptors using machine learning. 
 PMID:35383362
                                    
                                
                                    Improving ΔΔG Predictions with a Multitask Convolutional Siamese Network. 
 PMID:35380443
                                    
                                
                                    Network Pharmacology Identifies Therapeutic Targets and the Mechanisms of Glutathione Action in Ferroptosis Occurring in Oral Cancer. 
 PMID:35359830
                                    
                                
                                    High-Throughput Screening Assay Profiling for Large Chemical Databases. 
 PMID:35294761
                                    
                                
                                    ELECTRA-DTA: a new compound-protein binding affinity prediction model based on the contextualized sequence encoding. 
 PMID:35292100
                                    
                                
                                    Chemogenomic Approaches for Revealing Drug Target Interactions in Drug Discovery. 
 PMID:35283667
                                    
                                
                                    Discovery of Kinase and Carbonic Anhydrase Dual Inhibitors by Machine Learning Classification and Experiments. 
 PMID:35215348
                                    
                                
                                    DOTA: Deep Learning Optimal Transport Approach to Advance Drug Repositioning for Alzheimer's Disease. 
 PMID:35204697
                                    
                                
                                    Hepatitis C Virus NS3/4A Inhibition and Host Immunomodulation by Tannins from Terminalia chebula: A Structural Perspective. 
 PMID:35164341
                                    
                                
                                    Identification of New KRAS G12D Inhibitors through Computer-Aided Drug Discovery Methods. 
 PMID:35163234
                                    
                                
                                    ER/AR Multi-Conformational Docking Server: A Tool for Discovering and Studying Estrogen and Androgen Receptor Modulators. 
 PMID:35140614
                                    
                                
                                    A New Prospect for the Treatment of Nephrotic Syndrome Based on Network Pharmacology Analysis. 
 PMID:35098155
                                    
                                
                                    A human-based multi-gene signature enables quantitative drug repurposing for metabolic disease. 
 PMID:35037854
                                    
                                
                                    Multi-scale mechanism of antiviral drug-alike phytoligands from Ayurveda in managing COVID-19 and associated metabolic comorbidities: insights from network pharmacology. 
 PMID:34993740
                                    
                                
                                    Discovery of a novel cyclin-dependent kinase 8 inhibitor with an oxindole core for anti-inflammatory treatment. 
 PMID:34953394
                                    
                                
                                    Predicting New Anti-Norovirus Inhibitor With the Help of Machine Learning Algorithms and Molecular Dynamics Simulation-Based Model. 
 PMID:34869204
                                    
                                
                                    Artificial intelligence in the prediction of protein-ligand interactions: recent advances and future directions. 
 PMID:34849575
                                    
                                
                                    DeepH-DTA: Deep Learning for Predicting Drug-Target Interactions: A Case Study of COVID-19 Drug Repurposing. 
 PMID:34786289
                                    
                                
                                    ScaffComb: A Phenotype-Based Framework for Drug Combination Virtual Screening in Large-Scale Chemical Datasets. 
 PMID:34723439
                                    
                                
                                    Multifaceted targeting strategies in cancer against the human notch 3 protein: a computational study. 
 PMID:34631360
                                    
                                
                                    A survey on computational methods in discovering protein inhibitors of SARS-CoV-2. 
 PMID:34623382
                                    
                                
                                    ABCpred: a webserver for the discovery of acetyl- and butyryl-cholinesterase inhibitors. 
 PMID:34609711
                                    
                                
                                    Computational Prediction of Chemical Tools for Identification and Validation of Synthetic Lethal Interaction Networks. 
 PMID:34590285
                                    
                                
                                    Polyphenols as alternative treatments of COVID-19. 
 PMID:34567475
                                    
                                
                                    Automatic Identification of Analogue Series from Large Compound Data Sets: Methods and Applications. 
 PMID:34500724
                                    
                                
                                    Machine learning methods, databases and tools for drug combination prediction. 
 PMID:34477201
                                    
                                
                                    Drug Discovery of Spinal Muscular Atrophy (SMA) from the Computational Perspective: A Comprehensive Review. 
 PMID:34445667
                                    
                                
                                    Effective Use of Empirical Data for Virtual Screening against APJR GPCR Receptor. 
 PMID:34443478
                                    
                                
                                    Proteins and Their Interacting Partners: An Introduction to Protein-Ligand Binding Site Prediction Methods with a Focus on FunFOLD3. 
 PMID:34432238
                                    
                                
                                    Discovery of novel MIF inhibitors that attenuate microglial inflammatory activation by structures-based virtual screening and in vitro bioassays. 
 PMID:34429524
                                    
                                
                                    GraphDTI: A robust deep learning predictor of drug-target interactions from multiple heterogeneous data. 
 PMID:34380569
                                    
                                
                                    Machine learning approaches for drug combination therapies. 
 PMID:34368832
                                    
                                
                                    Novel High Affinity Sigma-1 Receptor Ligands from Minimal Ensemble Docking-Based Virtual Screening. 
 PMID:34360878
                                    
                                
                                    Advances in the computational landscape for repurposed drugs against COVID-19. 
 PMID:34339864
                                    
                                
                                    Host metabolic reprogramming in response to SARS-CoV-2 infection: A systems biology approach. 
 PMID:34333072
                                    
                                
                                    Development of antibacterial compounds that constrain evolutionary pathways to resistance. 
 PMID:34279221
                                    
                                
                                    Discovery of potential imaging and therapeutic targets for severe inflammation in COVID-19 patients. 
 PMID:34239034
                                    
                                
                                    Application of Machine Learning for Drug-Target Interaction Prediction. 
 PMID:34234813
                                    
                                
                                    Combining Machine Learning and Computational Chemistry for Predictive Insights Into Chemical Systems. 
 PMID:34232033
                                    
                                
                                    Off-Target-Based Design of Selective HIV-1 PROTEASE Inhibitors. 
 PMID:34199858
                                    
                                
                                    Identification of known drugs as potential SARS-CoV-2 Mpro inhibitors using ligand- and structure-based virtual screening. 
 PMID:34169729
                                    
                                
                                    Computational Investigation Identified Potential Chemical Scaffolds for Heparanase as Anticancer Therapeutics. 
 PMID:34156395
                                    
                                
                                    The application of artificial intelligence and data integration in COVID-19 studies: a scoping review. 
 PMID:34151987
                                    
                                
                                    Machine learning models to select potential inhibitors of acetylcholinesterase activity from SistematX: a natural products database. 
 PMID:34132933
                                    
                                
                                    Target identification among known drugs by deep learning from heterogeneous networks. 
 PMID:34123272
                                    
                                
                                    Ayurveda botanicals in COVID-19 management: An in silico multi-target approach. 
 PMID:34115763
                                    
                                
                                    Pretraining model for biological sequence data. 
 PMID:34050350
                                    
                                
                                    Facilitating SARS CoV-2 RNA-Dependent RNA polymerase (RdRp) drug discovery by the aid of HCV NS5B palm subdomain binders: In silico approaches and benchmarking. 
 PMID:34015671
                                    
                                
                                    Structure-based drug repurposing against COVID-19 and emerging infectious diseases: methods, resources and discoveries. 
 PMID:33993214
                                    
                                
                                    Systematic in silico Evaluation of Leishmania spp. Proteomes for Drug Discovery. 
 PMID:33987166
                                    
                                
                                    Bayesian neural network with pretrained protein embedding enhances prediction accuracy of drug-protein interaction. 
 PMID:33978713
                                    
                                
                                    Consolidation of network and experimental pharmacology to divulge the antidiabetic action of Ficus benghalensis L. bark. 
 PMID:33968581
                                    
                                
                                    The peripheral and core regions of virus-host network of COVID-19. 
 PMID:33956950
                                    
                                
                                    Deep Learning in Virtual Screening: Recent Applications and Developments. 
 PMID:33922714
                                    
                                
                                    In Silico Identification of Small Molecules as New Cdc25 Inhibitors through the Correlation between Chemosensitivity and Protein Expression Pattern. 
 PMID:33918281
                                    
                                
                                    A review on compound-protein interaction prediction methods: Data, format, representation and model. 
 PMID:33841755
                                    
                                
                                    Identification of Proteins Deregulated by Platinum-Based Chemotherapy as Novel Biomarkers and Therapeutic Targets in Non-Small Cell Lung Cancer. 
 PMID:33777753
                                    
                                
                                    Identification of drug compounds for keloids and hypertrophic scars: drug discovery based on text mining and DeepPurpose. 
 PMID:33708974
                                    
                                
                                    PSC-db: A Structured and Searchable 3D-Database for Plant Secondary Compounds. 
 PMID:33672700
                                    
                                
                                    Integration of in silico, in vitro and ex vivo pharmacology to decode the anti-diabetic action of Ficus benghalensis L. bark. 
 PMID:33553030
                                    
                                
                                    RLDOCK method for predicting RNA-small molecule binding modes. 
 PMID:33549725
                                    
                                
                                    Identification of Tyrosinase Inhibitors and Their Structure-Activity Relationships via Evolutionary Chemical Binding Similarity and Structure-Based Methods. 
 PMID:33499015
                                    
                                
                                    AlzGPS: a genome-wide positioning systems platform to catalyze multi-omics for Alzheimer's drug discovery. 
 PMID:33441136
                                    
                                
                                    AutoGrow4: an open-source genetic algorithm for de novo drug design and lead optimization. 
 PMID:33431021
                                    
                                
                                    Aromatic clusters in protein-protein and protein-drug complexes. 
 PMID:33431014
                                    
                                
                                    Ivermectin as a potential drug for treatment of COVID-19: an in-sync review with clinical and computational attributes. 
 PMID:33389725
                                    
                                
                                    Explainable Deep Relational Networks for Predicting Compound-Protein Affinities and Contacts. 
 PMID:33347301
                                    
                                
                                    LigGrep: a tool for filtering docked poses to improve virtual-screening hit rates. 
 PMID:33292486
                                    
                                
                                    DeepPurpose: a deep learning library for drug-target interaction prediction. 
 PMID:33275143
                                    
                                
                                    Supporting SARS-CoV-2 Papain-Like Protease Drug Discovery: In silico Methods and Benchmarking. 
 PMID:33251185
                                    
                                
                                    Target-Centered Drug Repurposing Predictions of Human Angiotensin-Converting Enzyme 2 (ACE2) and Transmembrane Protease Serine Subtype 2 (TMPRSS2) Interacting Approved Drugs for Coronavirus Disease 2019 (COVID-19) Treatment through a Drug-Target Interaction Deep Learning Model. 
 PMID:33218024
                                    
                                
                                    A network medicine approach to investigation and population-based validation of disease manifestations and drug repurposing for COVID-19. 
 PMID:33156843
                                    
                                
                                    A review on drug repurposing applicable to COVID-19. 
 PMID:33147623
                                    
                                
                                    Inhibiting CDK6 Activity by Quercetin Is an Attractive Strategy for Cancer Therapy. 
 PMID:33134711
                                    
                                
                                    Deciphering underlying mechanism of Sars-CoV-2 infection in humans and revealing the therapeutic potential of bioactive constituents from Nigella sativa to combat COVID19: in-silico study. 
 PMID:33111624
                                    
                                
                                    Determinants of correlated expression of transcription factors and their target genes. 
 PMID:33104784
                                    
                                
                                    RLDOCK: A New Method for Predicting RNA-Ligand Interactions. 
 PMID:33095555
                                    
                                
                                    MolTrans: Molecular Interaction Transformer for drug-target interaction prediction. 
 PMID:33070179
                                    
                                
                                    Integrating Machine Learning-Based Virtual Screening With Multiple Protein Structures and Bio-Assay Evaluation for Discovery of Novel GSK3β Inhibitors. 
 PMID:33041806
                                    
                                
                                    COVID-19: molecular targets, drug repurposing and new avenues for drug discovery. 
 PMID:33027420
                                    
                                
                                    Finding New Molecular Targets of Familiar Natural Products Using In Silico Target Prediction. 
 PMID:32993084
                                    
                                
                                    Investigating Core Signaling Pathways of Hepatitis B Virus Pathogenesis for Biomarkers Identification and Drug Discovery via Systems Biology and Deep Learning Method. 
 PMID:32878239
                                    
                                
                                    Identification of New Rofecoxib-Based Cyclooxygenase-2 Inhibitors: A Bioinformatics Approach. 
 PMID:32858871
                                    
                                
                                    Systems Biology Approaches to Understanding the Human Immune System. 
 PMID:32849587
                                    
                                
                                    Design, Synthesis, and Biological Evaluation of Novel 7H-[1,2,4]Triazolo[3,4-b][1,3,4]thiadiazine Inhibitors as Antitumor Agents. 
 PMID:32832771
                                    
                                
                                    The role of NMR in leveraging dynamics and entropy in drug design. 
 PMID:32720098
                                    
                                
                                    A Network Medicine Approach to Investigation and Population-based Validation of Disease Manifestations and Drug Repurposing for COVID-19. 
 PMID:32676577
                                    
                                
                                    Evolutionary chemical binding similarity approach integrated with 3D-QSAR method for effective virtual screening. 
 PMID:32664863
                                    
                                
                                    Virtual Screening of Human Class-A GPCRs Using Ligand Profiles Built on Multiple Ligand-Receptor Interactions. 
 PMID:32652079
                                    
                                
                                    A site-moiety map and virtual screening approach for discovery of novel 5-LOX inhibitors. 
 PMID:32601404
                                    
                                
                                    Comprehensive germline genomic profiles of children, adolescents and young adults with solid tumors. 
 PMID:32371905
                                    
                                
                                    Computer-Driven Development of an in Silico Tool for Finding Selective Histone Deacetylase 1 Inhibitors. 
 PMID:32331470
                                    
                                
                                    Fr-PPIChem: An Academic Compound Library Dedicated to Protein-Protein Interactions. 
 PMID:32320205
                                    
                                
                                    Predicting commercially available antiviral drugs that may act on the novel coronavirus (SARS-CoV-2) through a drug-target interaction deep learning model. 
 PMID:32280433
                                    
                                
                                    Network-based drug repurposing for novel coronavirus 2019-nCoV/SARS-CoV-2. 
 PMID:32194980
                                    
                                
                                    DeltaDelta neural networks for lead optimization of small molecule potency. 
 PMID:32190246
                                    
                                
                                    New Therapeutic Candidates for the Treatment of Malassezia pachydermatis -Associated Infections. 
 PMID:32184419
                                    
                                
                                    Rapid Identification of Potential Inhibitors of SARS-CoV-2 Main Protease by Deep Docking of 1.3 Billion Compounds. 
 PMID:32162456
                                    
                                
                                    DeepCPI: A Deep Learning-based Framework for Large-scale in silico Drug Screening. 
 PMID:32035227
                                    
                                
                                    In Silico Strategies in Tuberculosis Drug Discovery. 
 PMID:32033144
                                    
                                
                                    Network-based prediction of drug-target interactions using an arbitrary-order proximity embedded deep forest. 
 PMID:31971579
                                    
                                
                                    Machine learning approaches and databases for prediction of drug-target interaction: a survey paper. 
 PMID:31950972
                                    
                                
                                    Small-Molecule Intervention At The Dimerization Interface Of Survivin By Novel Rigidized Scaffolds. 
 PMID:31908412
                                    
                                
                                    A prospective compound screening contest identified broader inhibitors for Sirtuin 1. 
 PMID:31863054
                                    
                                
                                    Comparison Study of Computational Prediction Tools for Drug-Target Binding Affinities. 
 PMID:31824921
                                    
                                
                                    Recognizing ion ligand binding sites by SMO algorithm. 
 PMID:31823742
                                    
                                
                                    Cross-docking benchmark for automated pose and ranking prediction of ligand binding. 
 PMID:31721338
                                    
                                
                                    Systematic Elucidation of the Mechanism of Genistein against Pulmonary Hypertension via Network Pharmacology Approach. 
 PMID:31703458
                                    
                                
                                    Current progress and future perspectives of polypharmacology : From the view of non-small cell lung cancer. 
 PMID:31698087
                                    
                                
                                    Performance evaluation of molecular docking and free energy calculations protocols using the D3R Grand Challenge 4 dataset. 
 PMID:31677003
                                    
                                
                                    CavBench: A benchmark for protein cavity detection methods. 
 PMID:31609980
                                    
                                
                                    Application of the Movable Type Free Energy Method to the Caspase-Inhibitor BindingAffinity Study. 
 PMID:31569580
                                    
                                
                                    The perceptions of natural compounds against dipeptidyl peptidase 4 in diabetes: from in silico to in vivo. 
 PMID:31555430
                                    
                                
                                    Molecular Docking: Shifting Paradigms in Drug Discovery. 
 PMID:31487867
                                    
                                
                                    Artificial Intelligence for Drug Toxicity and Safety. 
 PMID:31383376
                                    
                                
                                    Systems Pharmacology for Investigation of the Mechanisms of Action of Traditional Chinese Medicine in Drug Discovery. 
 PMID:31379563
                                    
                                
                                    A genome-wide positioning systems network algorithm for in silico drug repurposing. 
 PMID:31375661
                                    
                                
                                    A Web Tool for Ranking Candidate Drugs Against a Selected Disease Based on a Combination of Functional and Structural Criteria. 
 PMID:31360332
                                    
                                
                                    Towards accurate high-throughput ligand affinity prediction by exploiting structural ensembles, docking metrics and ligand similarity. 
 PMID:31350558
                                    
                                
                                    Insights about multi-targeting and synergistic neuromodulators in Ayurvedic herbs against epilepsy: integrated computational studies on drug-target and protein-protein interaction networks. 
 PMID:31332210
                                    
                                
                                    Bioassay Directed Isolation, Biological Evaluation and in Silico Studies of New Isolates from Pteris cretica L. 
 PMID:31331076
                                    
                                
                                    Discovery and characterization of trypanocidal cysteine protease inhibitors from the 'malaria box'. 
 PMID:31284086
                                    
                                
                                    Why Some Targets Benefit from beyond Rule of Five Drugs. 
 PMID:31188592
                                    
                                
                                    Drug repositioning of herbal compounds via a machine-learning approach. 
 PMID:31138103
                                    
                                
                                    Updates to Binding MOAD (Mother of All Databases): Polypharmacology Tools and Their Utility in Drug Repurposing. 
 PMID:31125569
                                    
                                
                                    Repurposing of FDA-Approved NSAIDs for DPP-4 Inhibition as an Alternative for Diabetes Mellitus Treatment: Computational and in Vitro Study. 
 PMID:31108878
                                    
                                
                                    The carboxy-terminus, a key regulator of protein function. 
 PMID:31106589
                                    
                                
                                    Identification of a Novel Bcl-2 Inhibitor by Ligand-Based Screening and Investigation of Its Anti-cancer Effect on Human Breast Cancer Cells. 
 PMID:31057406
                                    
                                
                                    Epigenetic Modulators as Potential Multi-targeted Drugs Against Hedgehog Pathway for Treatment of Cancer. 
 PMID:30993446
                                    
                                
                                    A Bayesian framework that integrates multi-omics data and gene networks predicts risk genes from schizophrenia GWAS data. 
 PMID:30988527
                                    
                                
                                    Untargeted Metabolomics Study of the In Vitro Anti-Hepatoma Effect of Saikosaponin d in Combination with NRP-1 Knockdown. 
 PMID:30978940
                                    
                                
                                    Structure Based Design and Molecular Docking Studies for Phosphorylated Tau Inhibitors in Alzheimer's Disease. 
 PMID:30893872
                                    
                                
                                    Network-based prediction of drug combinations. 
 PMID:30867426
                                    
                                
                                    Hybrid approach to sieve out natural compounds against dual targets in Alzheimer's Disease. 
 PMID:30842555
                                    
                                
                                    Discovery of Novel Acetylcholinesterase Inhibitors as Potential Candidates for the Treatment of Alzheimer's Disease. 
 PMID:30823604
                                    
                                
                                    DeepAffinity: interpretable deep learning of compound-protein affinity through unified recurrent and convolutional neural networks. 
 PMID:30768156
                                    
                                
                                    In Silico Study Probes Potential Inhibitors of Human Dihydrofolate Reductase for Cancer Therapeutics. 
 PMID:30754680
                                    
                                
                                    A Novel Discovery: Holistic Efficacy at the Special Organ Level of Pungent Flavored Compounds from Pungent Traditional Chinese Medicine. 
 PMID:30754631
                                    
                                
                                    The Phenolic compound Kaempferol overcomes 5-fluorouracil resistance in human resistant LS174 colon cancer cells. 
 PMID:30655588
                                    
                                
                                    Discovery of Novel Androgen Receptor Ligands by Structure-based Virtual Screening and Bioassays. 
 PMID:30639122
                                    
                                
                                    Identification of potential drug targets and inhibitor of the pathogenic bacteria Shigella flexneri 2a through the subtractive genomic approach. 
 PMID:30607324
                                    
                                
                                    A Novel Selective JAK2 Inhibitor Identified Using Pharmacological Interactions. 
 PMID:30564118
                                    
                                
                                    Combining a QSAR Approach and Structural Analysis to Derive an SAR Map of Lyn Kinase Inhibition. 
 PMID:30544914
                                    
                                
                                    Discovery of Non-Peptidic Compounds against Chagas Disease Applying Pharmacophore Guided Molecular Modelling Approaches. 
 PMID:30469538
                                    
                                
                                    Implicit-descriptor ligand-based virtual screening by means of collaborative filtering. 
 PMID:30467684
                                    
                                
                                    Systems-Mapping of Herbal Effects on Complex Diseases Using the Network-Perturbation Signatures. 
 PMID:30405409
                                    
                                
                                    High-throughput screening for selective appetite modulators: A multibehavioral and translational drug discovery strategy. 
 PMID:30402545
                                    
                                
                                    In search of the representative pharmacophore hypotheses of the enzymatic proteome of Plasmodium falciparum: a multicomplex-based approach. 
 PMID:30315397
                                    
                                
                                    Development of comprehensive data repository on chemicals present in smokeless tobacco products: Opportunities & challenges. 
 PMID:30264748
                                    
                                
                                    Potential use of compounds from sea cucumbers as MDM2 and CXCR4 inhibitors to control cancer cell growth. 
 PMID:30250516
                                    
                                
                                    Target-based drug discovery through inversion of quantitative structure-drug-property relationships and molecular simulation: CA IX-sulphonamide complexes. 
 PMID:30220229
                                    
                                
                                    Machine Learning for Drug-Target Interaction Prediction. 
 PMID:30200333
                                    
                                
                                    eModel-BDB: a database of comparative structure models of drug-target interactions from the Binding Database. 
 PMID:30052959
                                    
                                
                                    KampoDB, database of predicted targets and functional annotations of natural medicines. 
 PMID:30046160
                                    
                                
                                    Compound Ranking Based on Fuzzy Three-Dimensional Similarity Improves the Performance of Docking into Homology Models of G-Protein-Coupled Receptors. 
 PMID:30023670
                                    
                                
                                    Network-based approach to prediction and population-based validation of in silico drug repurposing. 
 PMID:30002366
                                    
                                
                                    In silico approach in reveal traditional medicine plants pharmacological material basis. 
 PMID:29946351
                                    
                                
                                    Interspecies comparison of putative ligand binding sites of human, rat and mouse P-glycoprotein. 
 PMID:29936088
                                    
                                
                                    Identification of Estrogen Receptor α Antagonists from Natural Products via In Vitro and In Silico Approaches. 
 PMID:29861831
                                    
                                
                                    High-Throughput Screening Assay Datasets from the PubChem Database. 
 PMID:29795804
                                    
                                
                                    Network-Based Disease Module Discovery by a Novel Seed Connector Algorithm with Pathobiological Implications. 
 PMID:29791871
                                    
                                
                                    RosettaLigandEnsemble: A Small-Molecule Ensemble-Driven Docking Approach. 
 PMID:29732444
                                    
                                
                                    SPIDR: small-molecule peptide-influenced drug repurposing. 
 PMID:29661129
                                    
                                
                                    Uncovering the Mechanisms of Chinese Herbal Medicine (MaZiRenWan) for Functional Constipation by Focused Network Pharmacology Approach. 
 PMID:29632490
                                    
                                
                                    Docking-based inverse virtual screening: methods, applications, and challenges. 
 PMID:29577065
                                    
                                
                                    TBC2target: A Resource of Predicted Target Genes of Tea Bioactive Compounds. 
 PMID:29520288
                                    
                                
                                    Structural ensemble-based docking simulation and biophysical studies discovered new inhibitors of Hsp90 N-terminal domain. 
 PMID:29321504
                                    
                                
                                    A census of P. longum's phytochemicals and their network pharmacological evaluation for identifying novel drug-like molecules against various diseases, with a special focus on neurological disorders. 
 PMID:29320554
                                    
                                
                                    Predicting inhibitory and activatory drug targets by chemically and genetically perturbed transcriptome signatures. 
 PMID:29317676
                                    
                                
                                    Discovering new PI3Kα inhibitors with a strategy of combining ligand-based and structure-based virtual screening. 
 PMID:29306979
                                    
                                
                                    Pharmacophore anchor models of flaviviral NS3 proteases lead to drug repurposing for DENV infection. 
 PMID:29297305
                                    
                                
                                    Thiopurine Drugs Repositioned as Tyrosinase Inhibitors. 
 PMID:29283382
                                    
                                
                                    Computational Exploration for Lead Compounds That Can Reverse the Nuclear Morphology in Progeria. 
 PMID:29226142
                                    
                                
                                    TIBLE: a web-based, freely accessible resource for small-molecule binding data for mycobacterial species. 
 PMID:29220433
                                    
                                
                                    Computational approaches to chemical hazard assessment. 
 PMID:29101769
                                    
                                
                                    Antithrombotic properties of JJ1, a potent and novel thrombin inhibitor. 
 PMID:29093471
                                    
                                
                                    From bird's eye views to molecular communities: two-layered visualization of structure-activity relationships in large compound data sets. 
 PMID:28986673
                                    
                                
                                    An iterative compound screening contest method for identifying target protein inhibitors using the tyrosine-protein kinase Yes. 
 PMID:28931921
                                    
                                
                                    PIBAS FedSPARQL: a web-based platform for integration and exploration of bioinformatics datasets. 
 PMID:28931422
                                    
                                
                                    In silico prediction of ROCK II inhibitors by different classification approaches. 
 PMID:28770474
                                    
                                
                                    Virtual Screening and Statistical Analysis in the Design of New Caffeine Analogues Molecules with Potential Epithelial Anticancer Activity. 
 PMID:28699538
                                    
                                
                                    A simple mathematical approach to the analysis of polypharmacology and polyspecificity data. 
 PMID:28690829
                                    
                                
                                    Predicting the Reliability of Drug-target Interaction Predictions with Maximum Coverage of Target Space. 
 PMID:28630414
                                    
                                
                                    AlzhCPI: A knowledge base for predicting chemical-protein interactions towards Alzheimer's disease. 
 PMID:28542505
                                    
                                
                                    Assessing protein-ligand binding modes with computational tools: the case of PDE4B. 
 PMID:28534194
                                    
                                
                                    Repurposing of Proton Pump Inhibitors as first identified small molecule inhibitors of endo-β-N-acetylglucosaminidase (ENGase) for the treatment of NGLY1 deficiency, a rare genetic disease. 
 PMID:28512024
                                    
                                
                                    Receptor-ligand molecular docking. 
 PMID:28509958
                                    
                                
                                    Computational design of ligand-binding membrane receptors with high selectivity. 
 PMID:28459439
                                    
                                
                                    Pioneering topological methods for network-based drug-target prediction by exploiting a brain-network self-organization theory. 
 PMID:28453640
                                    
                                
                                    Rational design of non-resistant targeted cancer therapies. 
 PMID:28436422
                                    
                                
                                    Improving the accuracy of high-throughput protein-protein affinity prediction may require better training data. 
 PMID:28361672
                                    
                                
                                    Systemic QSAR and phenotypic virtual screening: chasing butterflies in drug discovery. 
 PMID:28274840
                                    
                                
                                    Chemical Space Mimicry for Drug Discovery. 
 PMID:28257191
                                    
                                
                                    Insights into the molecular mechanisms of Polygonum multiflorum Thunb-induced liver injury: a computational systems toxicology approach. 
 PMID:28239160
                                    
                                
                                    Conformational energy range of ligands in protein crystal structures: The difficult quest for accurate understanding. 
 PMID:28233410
                                    
                                
                                    Annotation of Alternatively Spliced Proteins and Transcripts with Protein-Folding Algorithms and Isoform-Level Functional Networks. 
 PMID:28150250
                                    
                                
                                    Protein Bioinformatics Databases and Resources. 
 PMID:28150231
                                    
                                
                                    Prediction of kinase-inhibitor binding affinity using energetic parameters. 
 PMID:28149052
                                    
                                
                                    Computational methods in drug discovery. 
 PMID:28144341
                                    
                                
                                    3D-e-Chem-VM: Structural Cheminformatics Research Infrastructure in a Freely Available Virtual Machine. 
 PMID:28125221
                                    
                                
                                    Pharmacophore-based screening and drug repurposing exemplified on glycogen synthase kinase-3 inhibitors. 
 PMID:28108896
                                    
                                
                                    Elucidating the modes of action for bioactive compounds in a cell-specific manner by large-scale chemically-induced transcriptomics. 
 PMID:28071740
                                    
                                
                                    In Silico Exploration for Novel Type-I Inhibitors of Tie-2/TEK: The Performance of Different Selection Strategy in Selecting Virtual Screening Candidates. 
 PMID:27876862
                                    
                                
                                    Estimation of Maximum Recommended Therapeutic Dose Using Predicted Promiscuity and Potency. 
 PMID:27736015
                                    
                                
                                    Improved pose and affinity predictions using different protocols tailored on the basis of data availability. 
 PMID:27714493
                                    
                                
                                    D3R grand challenge 2015: Evaluation of protein-ligand pose and affinity predictions. 
 PMID:27696240
                                    
                                
                                    In silico prediction of chemical mechanism of action via an improved network-based inference method. 
 PMID:27646592
                                    
                                
                                    Identification of compound-protein interactions through the analysis of gene ontology, KEGG enrichment for proteins and molecular fragments of compounds. 
 PMID:27530612
                                    
                                
                                    ChemTreeMap: an interactive map of biochemical similarity in molecular datasets. 
 PMID:27515740
                                    
                                
                                    MMpI: A WideRange of Available Compounds of Matrix Metalloproteinase Inhibitors. 
 PMID:27509041
                                    
                                
                                    A Multi-scale Computational Platform to Mechanistically Assess the Effect of Genetic Variation on Drug Responses in Human Erythrocyte Metabolism. 
 PMID:27467583
                                    
                                
                                    New ursane triterpenoids from Ficus pandurata and their binding affinity for human cannabinoid and opioid receptors. 
 PMID:27350550
                                    
                                
                                    Binding mode similarity measures for ranking of docking poses: a case study on the adenosine A2A receptor. 
 PMID:27334985
                                    
                                
                                    BioTriangle: a web-accessible platform for generating various molecular representations for chemicals, proteins, DNAs/RNAs and their interactions. 
 PMID:27330567
                                    
                                
                                    Literature information in PubChem: associations between PubChem records and scientific articles. 
 PMID:27293485
                                    
                                
                                    Lead identification for the K-Ras protein: virtual screening and combinatorial fragment-based approaches. 
 PMID:27217775
                                    
                                
                                    TargetNet: a web service for predicting potential drug-target interaction profiling via multi-target SAR models. 
 PMID:27167132
                                    
                                
                                    DrugGenEx-Net: a novel computational platform for systems pharmacology and gene expression-based drug repurposing. 
 PMID:27151405
                                    
                                
                                    systemsDock: a web server for network pharmacology-based prediction and analysis. 
 PMID:27131384
                                    
                                
                                    MANORAA (Mapping Analogous Nuclei Onto Residue And Affinity) for identifying protein-ligand fragment interaction, pathways and SNPs. 
 PMID:27131358
                                    
                                
                                    Exploring the chemical space of influenza neuraminidase inhibitors. 
 PMID:27114890
                                    
                                
                                    Constructing and Validating High-Performance MIEC-SVM Models in Virtual Screening for Kinases: A Better Way for Actives Discovery. 
 PMID:27102549
                                    
                                
                                    A new molecular signature method for prediction of driver cancer pathways from transcriptional data. 
 PMID:27098033
                                    
                                
                                    Stacking with No Planarity? 
 PMID:27096037
                                    
                                
                                    Fragment oriented molecular shapes. 
 PMID:27085751
                                    
                                
                                    Predicting cancer-relevant proteins using an improved molecular similarity ensemble approach. 
 PMID:27083051
                                    
                                
                                    In silico methods for drug repurposing and pharmacology. 
 PMID:27080087
                                    
                                
                                    Modern approaches to accelerate discovery of new antischistosomal drugs. 
 PMID:27073973
                                    
                                
                                    Imbalance in chemical space: How to facilitate the identification of protein-protein interaction inhibitors. 
 PMID:27034268
                                    
                                
                                    A web server for analysis, comparison and prediction of protein ligand binding sites. 
 PMID:27016210
                                    
                                
                                    Drug Repositioning for Cancer Therapy Based on Large-Scale Drug-Induced Transcriptional Signatures. 
 PMID:26954019
                                    
                                
                                    ChemProt-3.0: a global chemical biology diseases mapping. 
 PMID:26876982
                                    
                                
                                    Theoretical Study of Molecular Structure and Physicochemical Properties of Novel Factor Xa Inhibitors and Dual Factor Xa and Factor IIa Inhibitors. 
 PMID:26861270
                                    
                                
                                    Discovery of Novel Hepatitis C Virus NS5B Polymerase Inhibitors by Combining Random Forest, Multiple e-Pharmacophore Modeling and Docking. 
 PMID:26845440
                                    
                                
                                    Understanding TRPV1 activation by ligands: Insights from the binding modes of capsaicin and resiniferatoxin. 
 PMID:26719417
                                    
                                
                                    Biocuration with insufficient resources and fixed timelines. 
 PMID:26708987
                                    
                                
                                    High-throughput screening against ~6.1 million structurally diverse, lead-like compounds to discover novel ROCK inhibitors for cerebral injury recovery. 
 PMID:26700101
                                    
                                
                                    Prediction of Druggable Proteins Using Machine Learning and Systems Biology: A Mini-Review. 
 PMID:26696900
                                    
                                
                                    Fundamentals of protein interaction network mapping. 
 PMID:26681426
                                    
                                
                                    Identification of potential drug targets by subtractive genome analysis of Escherichia coli O157:H7: an in silico approach. 
 PMID:26677339
                                    
                                
                                    Systematic Prioritization of Druggable Mutations in ∼5000 Genomes Across 16 Cancer Types Using a Structural Genomics-based Approach. 
 PMID:26657081
                                    
                                
                                    ONRLDB--manually curated database of experimentally validated ligands for orphan nuclear receptors: insights into new drug discovery. 
 PMID:26637529
                                    
                                
                                    Repositioning of Thiourea-Containing Drugs as Tyrosinase Inhibitors. 
 PMID:26633377
                                    
                                
                                    Drug target prioritization by perturbed gene expression and network information. 
 PMID:26615774
                                    
                                
                                    Identification of potential inhibitors based on compound proposal contest: Tyrosine-protein kinase Yes as a target. 
 PMID:26607293
                                    
                                
                                    Therapeutic target database update 2016: enriched resource for bench to clinical drug target and targeted pathway information. 
 PMID:26578601
                                    
                                
                                    Discovery of Novel ROCK1 Inhibitors via Integrated Virtual Screening Strategy and Bioassays. 
 PMID:26568382
                                    
                                
                                    PDID: database of molecular-level putative protein-drug interactions in the structural human proteome. 
 PMID:26504143
                                    
                                
                                    BindingDB in 2015: A public database for medicinal chemistry, computational chemistry and systems pharmacology. 
 PMID:26481362
                                    
                                
                                    ZINC 15--Ligand Discovery for Everyone. 
 PMID:26479676
                                    
                                
                                    The IUPHAR/BPS Guide to PHARMACOLOGY in 2016: towards curated quantitative interactions between 1300 protein targets and 6000 ligands. 
 PMID:26464438
                                    
                                
                                    Physicochemical characteristics of structurally determined metabolite-protein and drug-protein binding events with respect to binding specificity. 
 PMID:26442281
                                    
                                
                                    In silico exploration of c-KIT inhibitors by pharmaco-informatics methodology: pharmacophore modeling, 3D QSAR, docking studies, and virtual screening. 
 PMID:26416560
                                    
                                
                                    PubChem Substance and Compound databases. 
 PMID:26400175
                                    
                                
                                    Connecting proteins with drug-like compounds: Open source drug discovery workflows with BindingDB and KNIME. 
 PMID:26384374
                                    
                                
                                    Thermodynamics of protein-ligand interactions as a reference for computational analysis: how to assess accuracy, reliability and relevance of experimental data. 
 PMID:26376645
                                    
                                
                                    Different combinations of atomic interactions predict protein-small molecule and protein-DNA/RNA affinities with similar accuracy. 
 PMID:26370248
                                    
                                
                                    Screening Ingredients from Herbs against Pregnane X Receptor in the Study of Inductive Herb-Drug Interactions: Combining Pharmacophore and Docking-Based Rank Aggregation. 
 PMID:26339628
                                    
                                
                                    An integrated network platform for contextual prioritization of drugs and pathways. 
 PMID:26315485
                                    
                                
                                    Navigating the chemical space of dipeptidyl peptidase-4 inhibitors. 
 PMID:26309399
                                    
                                
                                    RepurposeVS: A Drug Repurposing-Focused Computational Method for Accurate Drug-Target Signature Predictions. 
 PMID:26234515
                                    
                                
                                    New Frontiers in Druggability. 
 PMID:26230724
                                    
                                
                                    PhIN: A Protein Pharmacology Interaction Network Database. 
 PMID:26225242
                                    
                                
                                    Molecular docking and structure-based drug design strategies. 
 PMID:26205061
                                    
                                
                                    Activity, assay and target data curation and quality in the ChEMBL database. 
 PMID:26201396
                                    
                                
                                    Expanding opportunities for mining bioactive chemistry from patents. 
 PMID:26194581
                                    
                                
                                    Large-scale structure-activity relationship study of hepatitis C virus NS5B polymerase inhibition using SMILES-based descriptors. 
 PMID:26164590
                                    
                                
                                    Large-scale Direct Targeting for Drug Repositioning and Discovery. 
 PMID:26155766
                                    
                                
                                    Activity cliffs and activity cliff generators based on chemotype-related activity landscapes. 
 PMID:26150300
                                    
                                
                                    Relating Essential Proteins to Drug Side-Effects Using Canonical Component Analysis: A Structure-Based Approach. 
 PMID:26121262
                                    
                                
                                    Combinatorial Pharmacophore-Based 3D-QSAR Analysis and Virtual Screening of FGFR1 Inhibitors. 
 PMID:26110383
                                    
                                
                                    A weighted and integrated drug-target interactome: drug repurposing for schizophrenia as a use case. 
 PMID:26100720
                                    
                                
                                    Building a virtual ligand screening pipeline using free software: a survey. 
 PMID:26094053
                                    
                                
                                    Overcoming Chemical, Biological, and Computational Challenges in the Development of Inhibitors Targeting Protein-Protein Interactions. 
 PMID:26091166
                                    
                                
                                    Many InChIs and quite some feat. 
 PMID:26081259
                                    
                                
                                    Anchor-based classification and type-C inhibitors for tyrosine kinases. 
 PMID:26077136
                                    
                                
                                    Design and Validation of FRESH, a Drug Discovery Paradigm Resting on Robust Chemical Synthesis. 
 PMID:26005525
                                    
                                
                                    GLASS: a comprehensive database for experimentally validated GPCR-ligand associations. 
 PMID:25971743
                                    
                                
                                    Structure-based predictions of activity cliffs. 
 PMID:25918827
                                    
                                
                                    Predicting drug metabolism: experiment and/or computation? 
 PMID:25907346
                                    
                                
                                    ChEMBL web services: streamlining access to drug discovery data and utilities. 
 PMID:25883136
                                    
                                
                                    Mapping functional group free energy patterns at protein occluded sites: nuclear receptors and G-protein coupled receptors. 
 PMID:25692383
                                    
                                
                                    Implications of the small number of distinct ligand binding pockets in proteins for drug discovery, evolution and biochemical function. 
 PMID:25690787
                                    
                                
                                    Computational polypharmacology analysis of the heat shock protein 90 interactome. 
 PMID:25686391
                                    
                                
                                    Merging and scoring molecular interactions utilising existing community standards: tools, use-cases and a case study. 
 PMID:25652942
                                    
                                
                                    A ranking method for the concurrent learning of compounds with various activity profiles. 
 PMID:25643067
                                    
                                
                                    Introducing the 'active search' method for iterative virtual screening. 
 PMID:25636815
                                    
                                
                                    A virtual screening approach for identifying plants with anti H5N1 neuraminidase activity. 
 PMID:25555059
                                    
                                
                                    Follow up: Compound data sets and software tools for chemoinformatics and medicinal chemistry applications: update and data transfer. 
 PMID:25520777
                                    
                                
                                    Consensus models for CDK5 inhibitors in silico and their application to inhibitor discovery. 
 PMID:25511641
                                    
                                
                                    Benchmarking methods and data sets for ligand enrichment assessment in virtual screening. 
 PMID:25481478
                                    
                                
                                    A chemo-centric view of human health and disease. 
 PMID:25435099
                                    
                                
                                    Parallel worlds of public and commercial bioactive chemistry data. 
 PMID:25415348
                                    
                                
                                    Quantum Mechanics Approaches to Drug Research in the Era of Structural Chemogenomics. 
 PMID:25414519
                                    
                                
                                    Recent improvements to Binding MOAD: a resource for protein-ligand binding affinities and structures. 
 PMID:25378330
                                    
                                
                                    T3DB: the toxic exposome database. 
 PMID:25378312
                                    
                                
                                    Platinum: a database of experimentally measured effects of mutations on structurally defined protein-ligand complexes. 
 PMID:25324307
                                    
                                
                                    Celastrol inhibits Plasmodium falciparum enoyl-acyl carrier protein reductase. 
 PMID:25284249
                                    
                                
                                    A document classifier for medicinal chemistry publications trained on the ChEMBL corpus. 
 PMID:25221627
                                    
                                
                                    Exploring the free-energy landscape of carbohydrate-protein complexes: development and validation of scoring functions considering the binding-site topology. 
 PMID:25205292
                                    
                                
                                    Human structural proteome-wide characterization of Cyclosporine A targets. 
 PMID:25172926
                                    
                                
                                    An in silico protocol for identifying mTOR inhibitors from natural products. 
 PMID:25156384
                                    
                                
                                    Curation and analysis of multitargeting agents for polypharmacological modeling. 
 PMID:25133604
                                    
                                
                                    The Protein Data Bank archive as an open data resource. 
 PMID:25062767
                                    
                                
                                    In Silico target fishing: addressing a "Big Data" problem by ligand-based similarity rankings with data fusion. 
 PMID:24976868
                                    
                                
                                    Testing the sensitivities of noncognate inhibitors to varicella zoster virus thymidine kinase: implications for postherpetic neuralgia therapy with existing agents. 
 PMID:24961898
                                    
                                
                                    iDrug: a web-accessible and interactive drug discovery and design platform. 
 PMID:24955134
                                    
                                
                                    Chemical transformations that yield compounds with distinct activity profiles. 
 PMID:24900343
                                    
                                
                                    Thermodynamics of ligand binding and efficiency. 
 PMID:24900326
                                    
                                
                                    Extracting SAR Information from a Large Collection of Anti-Malarial Screening Hits by NSG-SPT Analysis. 
 PMID:24900303
                                    
                                
                                    Exploring target-selectivity patterns of molecular scaffolds. 
 PMID:24900176
                                    
                                
                                    Atom-based 3D-QSAR, molecular docking and molecular dynamics simulation assessment of inhibitors for thyroid hormone receptor α and β. 
 PMID:24898938
                                    
                                
                                    VAV3 mediates resistance to breast cancer endocrine therapy. 
 PMID:24886537
                                    
                                
                                    SuperPred: update on drug classification and target prediction. 
 PMID:24878925
                                    
                                
                                    ProTox: a web server for the in silico prediction of rodent oral toxicity. 
 PMID:24838562
                                    
                                
                                    Predicting mTOR inhibitors with a classifier using recursive partitioning and Naïve Bayesian approaches. 
 PMID:24819222
                                    
                                
                                    PLIC: protein-ligand interaction clusters. 
 PMID:24763918
                                    
                                
                                    Integrated computational tools for identification of CCR5 antagonists as potential HIV-1 entry inhibitors: homology modeling, virtual screening, molecular dynamics simulations and 3D QSAR analysis. 
 PMID:24762964
                                    
                                
                                    Chemical, target, and bioactive properties of allosteric modulation. 
 PMID:24699297
                                    
                                
                                    Computational redesign of bacterial biotin carboxylase inhibitors using structure-based virtual screening of combinatorial libraries. 
 PMID:24699146
                                    
                                
                                    Network-assisted prediction of potential drugs for addiction. 
 PMID:24689033
                                    
                                
                                    VNP: Interactive Visual Network Pharmacology of Diseases, Targets, and Drugs. 
 PMID:24622768
                                    
                                
                                    Drug2Gene: an exhaustive resource to explore effectively the drug-target relation network. 
 PMID:24618344
                                    
                                
                                    Development of a human dihydroorotate dehydrogenase (hDHODH) pharma-similarity index approach with scaffold-hopping strategy for the design of novel potential inhibitors. 
 PMID:24504131
                                    
                                
                                    The role of ligand efficiency metrics in drug discovery. 
 PMID:24481311
                                    
                                
                                    Drug targets for cell cycle dysregulators in leukemogenesis: in silico docking studies. 
 PMID:24454966
                                    
                                
                                    An Overview of the Challenges in Designing, Integrating, and Delivering BARD: A Public Chemical-Biology Resource and Query Portal for Multiple Organizations, Locations, and Disciplines. 
 PMID:24441647
                                    
                                
                                    Identification of distant drug off-targets by direct superposition of binding pocket surfaces. 
 PMID:24391782
                                    
                                
                                    Exploration of virtual candidates for human HMG-CoA reductase inhibitors using pharmacophore modeling and molecular dynamics simulations. 
 PMID:24386216
                                    
                                
                                    Freely available compound data sets and software tools for chemoinformatics and computational medicinal chemistry applications. 
 PMID:24358818
                                    
                                
                                    Structure-based ensemble-QSAR model: a novel approach to the study of the EGFR tyrosine kinase and its inhibitors. 
 PMID:24335842
                                    
                                
                                    An efficient multistep ligand-based virtual screening approach for GPR40 agonists. 
 PMID:24307222
                                    
                                
                                    Predicting drug-target interactions using drug-drug interactions. 
 PMID:24278248
                                    
                                
                                    SuperPain--a resource on pain-relieving compounds targeting ion channels. 
 PMID:24271391
                                    
                                
                                    The Reactome pathway knowledgebase. 
 PMID:24243840
                                    
                                
                                    The IUPHAR/BPS Guide to PHARMACOLOGY: an expert-driven knowledgebase of drug targets and their ligands. 
 PMID:24234439
                                    
                                
                                    A comprehensive survey of small-molecule binding pockets in proteins. 
 PMID:24204237
                                    
                                
                                    DrugBank 4.0: shedding new light on drug metabolism. 
 PMID:24203711
                                    
                                
                                    Perturbation of the mutated EGFR interactome identifies vulnerabilities and resistance mechanisms. 
 PMID:24189400
                                    
                                
                                    Modeling protein-peptide recognition based on classical quantitative structure-affinity relationship approach: implication for proteome-wide inference of peptide-mediated interactions. 
 PMID:24150505
                                    
                                
                                    Prediction of the P. falciparum target space relevant to malaria drug discovery. 
 PMID:24146604
                                    
                                
                                    DGIdb: mining the druggable genome. 
 PMID:24122041
                                    
                                
                                    Combining solvent thermodynamic profiles with functionality maps of the Hsp90 binding site to predict the displacement of water molecules. 
 PMID:24070451
                                    
                                
                                    Novel drug-regulated transcriptional networks in brain reveal pharmacological properties of psychotropic drugs. 
 PMID:24010892
                                    
                                
                                    Drug Promiscuity in PDB: Protein Binding Site Similarity Is Key. 
 PMID:23805191
                                    
                                
                                    Predicting the protein targets for athletic performance-enhancing substances. 
 PMID:23800040
                                    
                                
                                    AutoGrow 3.0: an improved algorithm for chemically tractable, semi-automated protein inhibitor design. 
 PMID:23792207
                                    
                                
                                    Chemical informatics and the drug discovery knowledge pyramid. 
 PMID:23782037
                                    
                                
                                    Combinatorial clustering of residue position subsets predicts inhibitor affinity across the human kinome. 
 PMID:23754939
                                    
                                
                                    Interplay of physics and evolution in the likely origin of protein biochemical function. 
 PMID:23690621
                                    
                                
                                    Entropy-enthalpy compensation: role and ramifications in biomolecular ligand recognition and design. 
 PMID:23654303
                                    
                                
                                    Use of natural products as chemical library for drug discovery and network pharmacology. 
 PMID:23638153
                                    
                                
                                    CSAR data set release 2012: ligands, affinities, complexes, and docking decoys. 
 PMID:23617227
                                    
                                
                                    Comparability of mixed IC₅₀ data - a statistical analysis. 
 PMID:23613770
                                    
                                
                                    Genome-scale screening of drug-target associations relevant to Ki using a chemogenomics approach. 
 PMID:23577055
                                    
                                
                                    PharmaTrek: A Semantic Web Explorer for Open Innovation in Multitarget Drug Discovery. 
 PMID:23548981
                                    
                                
                                    Network pharmacology strategies toward multi-target anticancer therapies: from computational models to experimental design principles. 
 PMID:23530504
                                    
                                
                                    Predicting the binding patterns of hub proteins: a study using yeast protein interaction networks. 
 PMID:23431393
                                    
                                
                                    Informatics confronts drug-drug interactions. 
 PMID:23414686
                                    
                                
                                    Structure and dynamics of molecular networks: a novel paradigm of drug discovery: a comprehensive review. 
 PMID:23384594
                                    
                                
                                    An efficient piecewise linear model for predicting activity of caspase-3 inhibitors. 
 PMID:23351435
                                    
                                
                                    Detecting allosteric sites of HIV-1 reverse transcriptase by X-ray crystallographic fragment screening. 
 PMID:23342998
                                    
                                
                                    Activity cliffs in PubChem confirmatory bioassays taking inactive compounds into account. 
 PMID:23296990
                                    
                                
                                    Multiple virtual screening approaches for finding new hepatitis C virus RNA-dependent RNA polymerase inhibitors: structure-based screens and molecular dynamics for the pursue of new poly pharmacological inhibitors. 
 PMID:23282180
                                    
                                
                                    Polypharmacology: drug discovery for the future. 
 PMID:23272792
                                    
                                
                                    Characterization of small molecule binding. I. Accurate identification of strong inhibitors in virtual screening. 
 PMID:23259763
                                    
                                
                                    Virtual screening of specific insulin-like growth factor 1 receptor (IGF1R) inhibitors from the National Cancer Institute (NCI) molecular database. 
 PMID:23242155
                                    
                                
                                    KIDFamMap: a database of kinase-inhibitor-disease family maps for kinase inhibitor selectivity and binding mechanisms. 
 PMID:23193279
                                    
                                
                                    ChemProt-2.0: visual navigation in a disease chemical biology database. 
 PMID:23185041
                                    
                                
                                    Development and experimental test of support vector machines virtual screening method for searching Src inhibitors from large compound libraries. 
 PMID:23173901
                                    
                                
                                    C²Maps: a network pharmacology database with comprehensive disease-gene-drug connectivity relationships. 
 PMID:23134618
                                    
                                
                                    Discriminating of ATP competitive Src kinase inhibitors and decoys using self-organizing map and support vector machine. 
 PMID:23117252
                                    
                                
                                    Enzyme informatics. 
 PMID:23116471
                                    
                                
                                    Compound activity prediction using models of binding pockets or ligand properties in 3D. 
 PMID:23116466
                                    
                                
                                    BioLiP: a semi-manually curated database for biologically relevant ligand-protein interactions. 
 PMID:23087378
                                    
                                
                                    IUPHAR-DB: updated database content and new features. 
 PMID:23087376
                                    
                                
                                    Identification of novel human dipeptidyl peptidase-IV inhibitors of natural origin (Part II): in silico prediction in antidiabetic extracts. 
 PMID:23028712
                                    
                                
                                    Exploring chemical space for drug discovery using the chemical universe database. 
 PMID:23019491
                                    
                                
                                    Identification of novel human dipeptidyl peptidase-IV inhibitors of natural origin (part I): virtual screening and activity assays. 
 PMID:22984596
                                    
                                
                                    Exploring the binding of BACE-1 inhibitors using comparative binding energy analysis (COMBINE). 
 PMID:22925713
                                    
                                
                                    Computational drug discovery. 
 PMID:22922346
                                    
                                
                                    An alphabetic code based atomic level molecular similarity search in databases. 
 PMID:22829718
                                    
                                
                                    Druggability Assessment of Allosteric Proteins by Dynamics Simulations in the Presence of Probe Molecules. 
 PMID:22798729
                                    
                                
                                    AtlasCBS: a web server to map and explore chemico-biological space. 
 PMID:22798082
                                    
                                
                                    ChromoHub: a data hub for navigators of chromatin-mediated signalling. 
 PMID:22718786
                                    
                                
                                    A leap into the chemical space of protein-protein interaction inhibitors. 
 PMID:22650260
                                    
                                
                                    PocketAnnotate: towards site-based function annotation. 
 PMID:22618878
                                    
                                
                                    LigMerge: a fast algorithm to generate models of novel potential ligands from sets of known binders. 
 PMID:22594624
                                    
                                
                                    ZINC: a free tool to discover chemistry for biology. 
 PMID:22587354
                                    
                                
                                    A chemocentric approach to the identification of cancer targets. 
 PMID:22558171
                                    
                                
                                    A collaborative environment for developing and validating predictive tools for protein biophysical characteristics. 
 PMID:22476577
                                    
                                
                                    3D-QSAR studies of dihydropyrazole and dihydropyrrole derivatives as inhibitors of human mitotic kinesin Eg5 based on molecular docking. 
 PMID:22343406
                                    
                                
                                    KB-Rank: efficient protein structure and functional annotation identification via text query. 
 PMID:22270457
                                    
                                
                                    Small-molecule inhibitor starting points learned from protein-protein interaction inhibitor structure. 
 PMID:22210869
                                    
                                
                                    TDR Targets: a chemogenomics resource for neglected diseases. 
 PMID:22116064
                                    
                                
                                    ProtChemSI: a network of protein-chemical structural interactions. 
 PMID:22110041
                                    
                                
                                    Discovery of a novel and potent class of F. tularensis enoyl-reductase (FabI) inhibitors by molecular shape and electrostatic matching. 
 PMID:22098466
                                    
                                
                                    STITCH 3: zooming in on protein-chemical interactions. 
 PMID:22075997
                                    
                                
                                    SuperTarget goes quantitative: update on drug-target interactions. 
 PMID:22067455
                                    
                                
                                    Classification of scaffold-hopping approaches. 
 PMID:22056715
                                    
                                
                                    canSAR: an integrated cancer public translational research and drug discovery resource. 
 PMID:22013161
                                    
                                
                                    Therapeutic target database update 2012: a resource for facilitating target-oriented drug discovery. 
 PMID:21948793
                                    
                                
                                    ChEMBL: a large-scale bioactivity database for drug discovery. 
 PMID:21948594
                                    
                                
                                    Cross-pharmacology analysis of G protein-coupled receptors. 
 PMID:21851335
                                    
                                
                                    Application of computational systems biology to explore environmental toxicity hazards. 
 PMID:21846611
                                    
                                
                                    CSAR benchmark exercise of 2010: selection of the protein-ligand complexes. 
 PMID:21728306
                                    
                                
                                    Software and resources for computational medicinal chemistry. 
 PMID:21707404
                                    
                                
                                    Exploiting PubChem for Virtual Screening. 
 PMID:21691435
                                    
                                
                                    BUDDY-system: A web site for constructing a dataset of protein pairs between ligand-bound and unbound states. 
 PMID:21600047
                                    
                                
                                    ChemMine tools: an online service for analyzing and clustering small molecules. 
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                                    Combinations of protein-chemical complex structures reveal new targets for established drugs. 
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                                    Analysis of in vitro bioactivity data extracted from drug discovery literature and patents: Ranking 1654 human protein targets by assayed compounds and molecular scaffolds. 
 PMID:21569515
                                    
                                
                                    Ligand Identification Scoring Algorithm (LISA). 
 PMID:21561101
                                    
                                
                                    The Structural Biology Knowledgebase: a portal to protein structures, sequences, functions, and methods. 
 PMID:21472436
                                    
                                
                                    A new approach to assess and predict the functional roles of proteins across all known structures. 
 PMID:21445639
                                    
                                
                                    Identification of human IKK-2 inhibitors of natural origin (part I): modeling of the IKK-2 kinase domain, virtual screening and activity assays. 
 PMID:21390216
                                    
                                
                                    A machine learning-based method to improve docking scoring functions and its application to drug repurposing. 
 PMID:21291174
                                    
                                
                                    Discriminating of HMG-CoA reductase inhibitors and decoys using self-organizing maps. 
 PMID:21072588
                                    
                                
                                    DrugBank 3.0: a comprehensive resource for 'omics' research on drugs. 
 PMID:21059682
                                    
                                
                                    The chemical basis of pharmacology. 
 PMID:21058655
                                    
                                
                                    EDULISS: a small-molecule database with data-mining and pharmacophore searching capabilities. 
 PMID:21051336
                                    
                                
                                    The RCSB Protein Data Bank: redesigned web site and web services. 
 PMID:21036868
                                    
                                
                                    Docking validation resources: protein family and ligand flexibility experiments. 
 PMID:21033739
                                    
                                
                                    PubChem as a public resource for drug discovery. 
 PMID:20970519
                                    
                                
                                    ChemProt: a disease chemical biology database. 
 PMID:20935044
                                    
                                
                                    Higher throughput calorimetry: opportunities, approaches and challenges. 
 PMID:20888754
                                    
                                
                                    Comprehensive structural and functional characterization of the human kinome by protein structure modeling and ligand virtual screening. 
 PMID:20853887
                                    
                                
                                    Integration-mediated prediction enrichment of quantitative model for Hsp90 inhibitors as anti-cancer agents: 3D-QSAR study. 
 PMID:20740314
                                    
                                
                                    Capturing, sharing and analysing biophysical data from protein engineering and protein characterization studies. 
 PMID:20724439
                                    
                                
                                    Chem2Bio2RDF: a semantic framework for linking and data mining chemogenomic and systems chemical biology data. 
 PMID:20478034
                                    
                                
                                    Application of kernel functions for accurate similarity search in large chemical databases. 
 PMID:20438655
                                    
                                
                                    PharmMapper server: a web server for potential drug target identification using pharmacophore mapping approach. 
 PMID:20430828
                                    
                                
                                    GPM: A Graph Pattern Matching Kernel with Diffusion for Chemical Compound Classification. 
 PMID:20428463
                                    
                                
                                    G-Hash: Towards Fast Kernel-based Similarity Search in Large Graph Databases. 
 PMID:20428322
                                    
                                
                                    Combining docking with pharmacophore filtering for improved virtual screening. 
 PMID:20298524
                                    
                                
                                    Quantitative assessment of the expanding complementarity between public and commercial databases of bioactive compounds. 
 PMID:20298516
                                    
                                
                                    An Evaluation of Explicit Receptor Flexibility in Molecular Docking Using Molecular Dynamics and Torsion Angle Molecular Dynamics. 
 PMID:20160879
                                    
                                
                                    Practical application of bioinformatics by the multidisciplinary VIZIER consortium. 
 PMID:20153379
                                    
                                
                                    An enriched structural kinase database to enable kinome-wide structure-based analyses and drug discovery. 
 PMID:20135687
                                    
                                
                                    A side effect resource to capture phenotypic effects of drugs. 
 PMID:20087340
                                    
                                
                                    An overview of the PubChem BioAssay resource. 
 PMID:19933261
                                    
                                
                                    STITCH 2: an interaction network database for small molecules and proteins. 
 PMID:19897548
                                    
                                
                                    Structure and signaling mechanism of Per-ARNT-Sim domains. 
 PMID:19836329
                                    
                                
                                    Structural and functional similarity between the bacterial type III secretion system needle protein PrgI and the eukaryotic apoptosis Bcl-2 proteins. 
 PMID:19823588
                                    
                                
                                    Target fishing for chemical compounds using target-ligand activity data and ranking based methods. 
 PMID:19764745
                                    
                                
                                    Toward the design of mutation-resistant enzyme inhibitors: further evaluation of the substrate envelope hypothesis. 
 PMID:19703025
                                    
                                
                                    Lowering industry firewalls: pre-competitive informatics initiatives in drug discovery. 
 PMID:19609266
                                    
                                
                                    Titration calorimetry standards and the precision of isothermal titration calorimetry data. 
 PMID:19582227
                                    
                                
                                    Computational fragment-based drug design to explore the hydrophobic sub-pocket of the mitotic kinesin Eg5 allosteric binding site. 
 PMID:19533373
                                    
                                
                                    PubChem: a public information system for analyzing bioactivities of small molecules. 
 PMID:19498078
                                    
                                
                                    Structural models in the assessment of protein druggability based on HTS data. 
 PMID:19479324
                                    
                                
                                    Robust optimization of scoring functions for a target class. 
 PMID:19471858
                                    
                                
                                    Docking study of triphenylphosphonium cations as estrogen receptor alpha modulators. 
 PMID:19293997
                                    
                                
                                    Ions and inhibitors in the binding site of HIV protease: comparison of Monte Carlo simulations and the linearized Poisson-Boltzmann theory. 
 PMID:19217848
                                    
                                
                                    Directed discovery of agents targeting the Met tyrosine kinase domain by virtual screening. 
 PMID:19199650
                                    
                                
                                    Mechanisms of drug combinations: interaction and network perspectives. 
 PMID:19180105
                                    
                                
                                    Host-guest complexes with protein-ligand-like affinities: computational analysis and design. 
 PMID:19133781
                                    
                                
                                    IUPHAR-DB: the IUPHAR database of G protein-coupled receptors and ion channels. 
 PMID:18948278
                                    
                                
                                    Human immunodeficiency virus type 1, human protein interaction database at NCBI. 
 PMID:18927109
                                    
                                
                                    An improved scoring function for suboptimal polar ligand complexes. 
 PMID:18843450
                                    
                                
                                    Community benchmarks for virtual screening. 
 PMID:18273555
                                    
                                
                                    Protein databases on the internet. 
 PMID:18265344
                                    
                                
                                    Binding MOAD, a high-quality protein-ligand database. 
 PMID:18055497
                                    
                                
                                    ChemBank: a small-molecule screening and cheminformatics resource database. 
 PMID:17947324
                                    
                                
                                    Broadening the horizon--level 2.5 of the HUPO-PSI format for molecular interactions. 
 PMID:17925023
                                    
                                
                                    Integrating physical and genetic maps: from genomes to interaction networks. 
 PMID:17703239