Semi-automated approach for generation of biological networks on drug-induced cholestasis, steatosis, hepatitis, and cirrhosis. 
 PMID:35865277
                                    
                                
                                    A genome-wide screen for resilient responses in growing pigs. 
 PMID:35787790
                                    
                                
                                    In silico approaches in organ toxicity hazard assessment: Current status and future needs for predicting heart, kidney and lung toxicities. 
 PMID:35721273
                                    
                                
                                    Network approaches for modeling the effect of drugs and diseases. 
 PMID:35704883
                                    
                                
                                    Current Therapeutic Landscape and Safety Roadmap for Targeting the Aryl Hydrocarbon Receptor in Inflammatory Gastrointestinal Indications. 
 PMID:35626744
                                    
                                
                                    The development and application of in silico models for drug induced liver injury. 
 PMID:35542036
                                    
                                
                                    Integration of Adverse Outcome Pathways, Causal Networks and 'Omics to Support Chemical Hazard Assessment. 
 PMID:35399296
                                    
                                
                                    Nextcast: A software suite to analyse and model toxicogenomics data. 
 PMID:35386103
                                    
                                
                                    Computational analyses of mechanism of action (MoA): data, methods and integration. 
 PMID:35360890
                                    
                                
                                    PharmOmics: A species- and tissue-specific drug signature database and gene-network-based drug repositioning tool. 
 PMID:35345455
                                    
                                
                                    Integrative omics - An arsenal for drug discovery. 
 PMID:35343200
                                    
                                
                                    In silico approaches in organ toxicity hazard assessment: current status and future needs in predicting liver toxicity. 
 PMID:35340402
                                    
                                
                                    From Causal Networks to Adverse Outcome Pathways: A Developmental Neurotoxicity Case Study. 
 PMID:35295214
                                    
                                
                                    Emerging Bioinformatics Methods and Resources in Drug Toxicology. 
 PMID:35188631
                                    
                                
                                    A computational system for Bayesian benchmark dose estimation of genomic data in BBMD. 
 PMID:35151117
                                    
                                
                                    EDTox: an R Shiny application to predict the endocrine disruption potential of compounds. 
 PMID:35134136
                                    
                                
                                    Knowledge-Driven Approaches to Create the MTox700+ Metabolite Panel for Predicting Toxicity. 
 PMID:35094093
                                    
                                
                                    Epigenetic landscape of drug responses revealed through large-scale ChIP-seq data analyses. 
 PMID:35073843
                                    
                                
                                    Preclinical models of idiosyncratic drug-induced liver injury (iDILI): Moving towards prediction. 
 PMID:35024301
                                    
                                
                                    Integrated Genomic and Bioinformatics Approaches to Identify Molecular Links between Endocrine Disruptors and Adverse Outcomes. 
 PMID:35010832
                                    
                                
                                    Computationally prioritized drugs inhibit SARS-CoV-2 infection and syncytia formation. 
 PMID:34962256
                                    
                                
                                    Artificial intelligence in clinical research of cancers. 
 PMID:34929741
                                    
                                
                                    Mapping the cellular response to electron transport chain inhibitors reveals selective signaling networks triggered by mitochondrial perturbation. 
 PMID:34642769
                                    
                                
                                    The human hepatocyte TXG-MAPr: gene co-expression network modules to support mechanism-based risk assessment. 
 PMID:34626214
                                    
                                
                                    Orchestrating and sharing large multimodal data for transparent and reproducible research. 
 PMID:34608132
                                    
                                
                                    Cell type-specific potential pathogenic genes and functional pathways in Alzheimer's Disease. 
 PMID:34600516
                                    
                                
                                    Reproducibility and robustness of high-throughput S1500+ transcriptomics on primary rat hepatocytes for chemical-induced hepatotoxicity assessment. 
 PMID:34467220
                                    
                                
                                    Progress towards an OECD reporting framework for transcriptomics and metabolomics in regulatory toxicology. 
 PMID:34333066
                                    
                                
                                    Multi-resolution characterization of molecular taxonomies in bulk and single-cell transcriptomics data. 
 PMID:34226941
                                    
                                
                                    Predictive modeling of biological responses in the rat liver using in vitro Tox21 bioactivity: Benefits from high-throughput toxicokinetics. 
 PMID:34013136
                                    
                                
                                    SARS-CoV-2 Switches 'on' MAPK and NFκB Signaling via the Reduction of Nuclear DUSP1 and DUSP5 Expression. 
 PMID:33995033
                                    
                                
                                    Colchicine acts selectively in the liver to induce hepatokines that inhibit myeloid cell activation. 
 PMID:33846641
                                    
                                
                                    The eTRANSAFE Project on Translational Safety Assessment through Integrative Knowledge Management: Achievements and Perspectives. 
 PMID:33800393
                                    
                                
                                    TOXPANEL: A Gene-Set Analysis Tool to Assess Liver and Kidney Injuries. 
 PMID:33633572
                                    
                                
                                    Evaluation of the Use of Single- and Multi-Magnification Convolutional Neural Networks for the Determination and Quantitation of Lesions in Nonclinical Pathology Studies. 
 PMID:33618634
                                    
                                
                                    Artificial intelligence in drug discovery: what is realistic, what are illusions? Part 2: a discussion of chemical and biological data. 
 PMID:33508423
                                    
                                
                                    Mexican Ganoderma Lucidum Extracts Decrease Lipogenesis Modulating Transcriptional Metabolic Networks and Gut Microbiota in C57BL/6 Mice Fed with a High-Cholesterol Diet. 
 PMID:33374283
                                    
                                
                                    Deep Learning on High-Throughput Transcriptomics to Predict Drug-Induced Liver Injury. 
 PMID:33330410
                                    
                                
                                    Identification of early liver toxicity gene biomarkers using comparative supervised machine learning. 
 PMID:33154507
                                    
                                
                                    Drivers of and Obstacles to the Adoption of Toxicogenomics for Chemical Risk Assessment: Insights from Social Science Perspectives. 
 PMID:33112659
                                    
                                
                                    Thresholds Derived From Common Measures in Rat Studies Are Predictive of Liver Tumorigenic Chemicals. 
 PMID:33084515
                                    
                                
                                    Embedding covariate adjustments in tree-based automated machine learning for biomedical big data analyses. 
 PMID:32998684
                                    
                                
                                    Polygenic architecture informs potential vulnerability to drug-induced liver injury. 
 PMID:32895570
                                    
                                
                                    The regulatory role of PGC1α-related coactivator in response to drug-induced liver injury. 
 PMID:32821877
                                    
                                
                                    Effect of common medications on the expression of SARS-CoV-2 entry receptors in liver tissue. 
 PMID:32808185
                                    
                                
                                    Effect of Common Medications on the Expression of SARS-CoV-2 Entry Receptors in Kidney Tissue. 
 PMID:32799423
                                    
                                
                                    Use of deep learning methods to translate drug-induced gene expression changes from rat to human primary hepatocytes. 
 PMID:32780735
                                    
                                
                                    Harnessing endophenotypes and network medicine for Alzheimer's drug repurposing. 
 PMID:32656864
                                    
                                
                                    Valproic acid promotes mitochondrial dysfunction in primary human hepatocytes in vitro; impact of C/EBPα-controlled gene expression. 
 PMID:32623605
                                    
                                
                                    A Set of Six Gene Expression Biomarkers Identify Rat Liver Tumorigens in Short-term Assays. 
 PMID:32603430
                                    
                                
                                    Application of a Rat Liver Drug Bioactivation Transcriptional Response Assay Early in Drug Development That Informs Chemically Reactive Metabolite Formation and Potential for Drug-induced Liver Injury. 
 PMID:32559301
                                    
                                
                                    WERFE: A Gene Selection Algorithm Based on Recursive Feature Elimination and Ensemble Strategy. 
 PMID:32548100
                                    
                                
                                    Concordance between Thioacetamide-Induced Liver Injury in Rat and Human In Vitro Gene Expression Data. 
 PMID:32512829
                                    
                                
                                    Scoring functions for drug-effect similarity. 
 PMID:32484516
                                    
                                
                                    TinderMIX: Time-dose integrated modelling of toxicogenomics data. 
 PMID:32449777
                                    
                                
                                    ToxicoDB: an integrated database to mine and visualize large-scale toxicogenomic datasets. 
 PMID:32421831
                                    
                                
                                    Transcriptomics in Toxicogenomics, Part II: Preprocessing and Differential Expression Analysis for High Quality Data. 
 PMID:32397130
                                    
                                
                                    Applying knowledge-driven mechanistic inference to toxicogenomics. 
 PMID:32387679
                                    
                                
                                    A Rat Liver Transcriptomic Point of Departure Predicts a Prospective Liver or Non-liver Apical Point of Departure. 
 PMID:32384157
                                    
                                
                                    The EDCMET Project: Metabolic Effects of Endocrine Disruptors. 
 PMID:32344727
                                    
                                
                                    Transcriptomics in Toxicogenomics, Part I: Experimental Design, Technologies, Publicly Available Data, and Regulatory Aspects. 
 PMID:32326418
                                    
                                
                                    Using FFPE RNA-Seq with 12 marker genes to evaluate genotoxic and non-genotoxic rat hepatocarcinogens. 
 PMID:32256870
                                    
                                
                                    NanoSolveIT Project: Driving nanoinformatics research to develop innovative and integrated tools for in silico nanosafety assessment. 
 PMID:32226594
                                    
                                
                                    Narrowing the Gap Between In Vitro and In Vivo Genetic Profiles by Deconvoluting Toxicogenomic Data In Silico. 
 PMID:31992983
                                    
                                
                                    Assessing Chemical-Induced Liver Injury In Vivo From In Vitro Gene Expression Data in the Rat: The Case of Thioacetamide Toxicity. 
 PMID:31850077
                                    
                                
                                    An omics perspective on drug target discovery platforms. 
 PMID:31774113
                                    
                                
                                    Genome-Scale Model-Based Identification of Metabolite Indicators for Early Detection of Kidney Toxicity. 
 PMID:31722432
                                    
                                
                                    T1000: a reduced gene set prioritized for toxicogenomic studies. 
 PMID:31681519
                                    
                                
                                    Mining Public Toxicogenomic Data Reveals Insights and Challenges in Delineating Liver Steatosis Adverse Outcome Pathways. 
 PMID:31681434
                                    
                                
                                    CLINE: a web-tool for the comparison of biological dendrogram structures. 
 PMID:31660851
                                    
                                
                                    Comparison of Gene Expression Responses in the Small Intestine of Mice Following Exposure to 3 Carcinogens Using the S1500+ Gene Set Informs a Potential Common Adverse Outcome Pathway. 
 PMID:31558096
                                    
                                
                                    DynOVis: a web tool to study dynamic perturbations for capturing dose-over-time effects in biological networks. 
 PMID:31409281
                                    
                                
                                    Assessment of Drugs Toxicity and Associated Biomarker Genes Using Hierarchical Clustering. 
 PMID:31398888
                                    
                                
                                    In Silico Toxicology Data Resources to Support Read-Across and (Q)SAR. 
 PMID:31244651
                                    
                                
                                    Automated Machine Learning Diagnostic Support System as a Computational Biomarker for Detecting Drug-Induced Liver Injury Patterns in Whole Slide Liver Pathology Images. 
 PMID:31149832
                                    
                                
                                    A Novel Open Access Web Portal for Integrating Mechanistic and Toxicogenomic Study Results. 
 PMID:31020328
                                    
                                
                                    Mechanistic identification of biofluid metabolite changes as markers of acetaminophen-induced liver toxicity in rats. 
 PMID:30974156
                                    
                                
                                    Frequent Modulation of the Sterol Regulatory Element Binding Protein (SREBP) by Chemical Exposure in the Livers of Rats. 
 PMID:30931410
                                    
                                
                                    Assessment of a Highly Multiplexed RNA Sequencing Platform and Comparison to Existing High-Throughput Gene Expression Profiling Techniques. 
 PMID:30891063
                                    
                                
                                    Deep Neural Network Models for Predicting Chemically Induced Liver Toxicity Endpoints From Transcriptomic Responses. 
 PMID:30804783
                                    
                                
                                    Unsupervised identification of disease states from high-dimensional physiological and histopathological profiles. 
 PMID:30782979
                                    
                                
                                    Literature optimized integration of gene expression for organ-specific evaluation of toxicogenomics datasets. 
 PMID:30640953
                                    
                                
                                    NBDC RDF portal: a comprehensive repository for semantic data in life sciences. 
 PMID:30576482
                                    
                                
                                    Embracing the Dark Side: Computational Approaches to Unveil the Functionality of Genes Lacking Biological Annotation in Drug-Induced Liver Injury. 
 PMID:30515189
                                    
                                
                                    Identification of the Toxicity Pathways Associated With Thioacetamide-Induced Injuries in Rat Liver and Kidney. 
 PMID:30459623
                                    
                                
                                    Robust Co-clustering to Discover Toxicogenomic Biomarkers and Their Regulatory Doses of Chemical Compounds Using Logistic Probabilistic Hidden Variable Model. 
 PMID:30450112
                                    
                                
                                    Characterisation of the NRF2 transcriptional network and its response to chemical insult in primary human hepatocytes: implications for prediction of drug-induced liver injury. 
 PMID:30426165
                                    
                                
                                    A Comparison of the TempO-Seq S1500+ Platform to RNA-Seq and Microarray Using Rat Liver Mode of Action Samples. 
 PMID:30420870
                                    
                                
                                    Investigation of Nrf2, AhR and ATF4 Activation in Toxicogenomic Databases. 
 PMID:30333853
                                    
                                
                                    A Qualitative Modeling Approach for Whole Genome Prediction Using High-Throughput Toxicogenomics Data and Pathway-Based Validation. 
 PMID:30333746
                                    
                                
                                    Analysis of Time-Series Gene Expression Data to Explore Mechanisms of Chemical-Induced Hepatic Steatosis Toxicity. 
 PMID:30279702
                                    
                                
                                    Role of xenobiotics in the induction and progression of fatty liver disease. 
 PMID:30090613
                                    
                                
                                    PharmacoDB: an integrative database for mining in vitro anticancer drug screening studies. 
 PMID:30053271
                                    
                                
                                    ChemDIS 2: an update of chemical-disease inference system. 
 PMID:30053236
                                    
                                
                                    Developments in toxicogenomics: understanding and predicting compound-induced toxicity from gene expression data. 
 PMID:29917034
                                    
                                
                                    Decision Variants for the Automatic Determination of Optimal Feature Subset in RF-RFE. 
 PMID:29914084
                                    
                                
                                    In silico cancer research towards 3R. 
 PMID:29649981
                                    
                                
                                    Transcriptional Responses Reveal Similarities Between Preclinical Rat Liver Testing Systems. 
 PMID:29616076
                                    
                                
                                    A hybrid gene selection approach to create the S1500+ targeted gene sets for use in high-throughput transcriptomics. 
 PMID:29462216
                                    
                                
                                    Ab initio chemical safety assessment: A workflow based on exposure considerations and non-animal methods. 
 PMID:29214231
                                    
                                
                                    A Pipeline for High-Throughput Concentration Response Modeling of Gene Expression for Toxicogenomics. 
 PMID:29163636
                                    
                                
                                    Overcoming Obstacles to Drug Repositioning in Japan. 
 PMID:29075191
                                    
                                
                                    A transcriptomics data-driven gene space accurately predicts liver cytopathology and drug-induced liver injury. 
 PMID:28671182
                                    
                                
                                    Interactive Toxicogenomics: Gene set discovery, clustering and analysis in Toxygates. 
 PMID:28469246
                                    
                                
                                    A computational toxicogenomics approach identifies a list of highly hepatotoxic compounds from a large microarray database. 
 PMID:28448553
                                    
                                
                                    Toxicogenomic module associations with pathogenesis: a network-based approach to understanding drug toxicity. 
 PMID:28440344
                                    
                                
                                    Inferring Genes and Biological Functions That Are Sensitive to the Severity of Toxicity Symptoms. 
 PMID:28368331
                                    
                                
                                    Applying evolutionary genetics to developmental toxicology and risk assessment. 
 PMID:28267574
                                    
                                
                                    Reconciled rat and human metabolic networks for comparative toxicogenomics and biomarker predictions. 
 PMID:28176778
                                    
                                
                                    A Comparative Analysis of Drug-Induced Hepatotoxicity in Clinically Relevant Situations. 
 PMID:28151932
                                    
                                
                                    Multiscale modeling reveals inhibitory and stimulatory effects of caffeine on acetaminophen-induced toxicity in humans. 
 PMID:28130915
                                    
                                
                                    Elucidating the modes of action for bioactive compounds in a cell-specific manner by large-scale chemically-induced transcriptomics. 
 PMID:28071740
                                    
                                
                                    DTNI: a novel toxicogenomics data analysis tool for identifying the molecular mechanisms underlying the adverse effects of toxic compounds. 
 PMID:28032149
                                    
                                
                                    Genomic Characterization of Metformin Hepatic Response. 
 PMID:27902686
                                    
                                
                                    CEBS: a comprehensive annotated database of toxicological data. 
 PMID:27899660
                                    
                                
                                    Prediction of Non-Genotoxic Carcinogenicity Based on Genetic Profiles of Short Term Exposure Assays. 
 PMID:27818731
                                    
                                
                                    Gene expression data from acetaminophen-induced toxicity in human hepatic in vitro systems and clinical liver samples. 
 PMID:27761495
                                    
                                
                                    Evaluation of an Hprt-Luciferase Reporter Gene on a Mammalian Artificial Chromosome in Response to Cytotoxicity. 
 PMID:27493490
                                    
                                
                                    Collaborative studies in toxicogenomics in rodent liver in JEMS·MMS; a useful application of principal component analysis on toxicogenomics. 
 PMID:27482301
                                    
                                
                                    Research Resource: A Reference Transcriptome for Constitutive Androstane Receptor and Pregnane X Receptor Xenobiotic Signaling. 
 PMID:27409825
                                    
                                
                                    Model-based contextualization of in vitro toxicity data quantitatively predicts in vivo drug response in patients. 
 PMID:27161439
                                    
                                
                                    ToxDB: pathway-level interpretation of drug-treatment data. 
 PMID:27074805
                                    
                                
                                    Plasma lipid profiling of different types of hepatic fibrosis induced by carbon tetrachloride and lomustine in rats. 
 PMID:27068811
                                    
                                
                                    Mechanistically linked serum miRNAs distinguish between drug induced and fatty liver disease of different grades. 
 PMID:27045805
                                    
                                
                                    Assessing Concordance of Drug-Induced Transcriptional Response in Rodent Liver and Cultured Hepatocytes. 
 PMID:27028627
                                    
                                
                                    Accelerating Adverse Outcome Pathway Development Using Publicly Available Data Sources. 
 PMID:26809562
                                    
                                
                                    Systems toxicology of chemically induced liver and kidney injuries: histopathology-associated gene co-expression modules. 
 PMID:26725466
                                    
                                
                                    Predicting target proteins for drug candidate compounds based on drug-induced gene expression data in a chemical structure-independent manner. 
 PMID:26684652
                                    
                                
                                    OpenTein: a database of digital whole-slide images of stem cell-derived teratomas. 
 PMID:26496950
                                    
                                
                                    Meta-Analysis of Large-Scale Toxicogenomic Data Finds Neuronal Regeneration Related Protein and Cathepsin D to Be Novel Biomarkers of Drug-Induced Toxicity. 
 PMID:26335687
                                    
                                
                                    Identification of in vitro and in vivo disconnects using transcriptomic data. 
 PMID:26282683
                                    
                                
                                    Asymmetric author-topic model for knowledge discovering of big data in toxicogenomics. 
 PMID:25941488
                                    
                                
                                    Pathway reporter genes define molecular phenotypes of human cells. 
 PMID:25903797