Computational analyses of mechanism of action (MoA): data, methods and integration.
PMID:35360890
Deciphering tissue structure and function using spatial transcriptomics.
PMID:35273328
Computational Models for Clinical Applications in Personalized Medicine-Guidelines and Recommendations for Data Integration and Model Validation.
PMID:35207655
Network Pharmacology Integrated Molecular Docking Revealed the Mechanism of Jianpi Yiqi Taohua Decoction Against Ulcerative Colitis.
PMID:35173140
FUNKI: Interactive functional footprint-based analysis of omics data.
PMID:35134857
Extracellular vesicles produced by the human commensal gut bacterium Bacteroides thetaiotaomicron affect host immune pathways in a cell-type specific manner that are altered in inflammatory bowel disease.
PMID:35064769
Bioengineered models of Parkinson's disease using patient-derived dopaminergic neurons exhibit distinct biological profiles in a 3D microenvironment.
PMID:35044538
The use of machine learning to discover regulatory networks controlling biological systems.
PMID:35016036
Cytochrome b561 Serves as a Potential Prognostic Biomarker and Target for Breast Cancer.
PMID:35002301
Single-cell transcriptome atlas of human mesenchymal stem cells exploring cellular heterogeneity.
PMID:34965030
Network analytics for drug repurposing in COVID-19.
PMID:34864885
Identification of Intercellular Signaling Changes Across Conditions and Their Influence on Intracellular Signaling Response From Multiple Single-Cell Datasets.
PMID:34858473
Chromatin Accessibility and Transcriptomic Alterations in Murine Ovarian Granulosa Cells upon Deoxynivalenol Exposure.
PMID:34831041
Immune Infiltration-Related Signature Predicts Risk Stratification and Immunotherapy Efficacy in Grade II and III Gliomas.
PMID:34805164
ProteomicsDB: toward a FAIR open-source resource for life-science research.
PMID:34791421
Bioinformatics approach to identify common gene signatures of patients with coronavirus 2019 and lung adenocarcinoma.
PMID:34775559
Network analysis reveals rare disease signatures across multiple levels of biological organization.
PMID:34753928
PaIRKAT: A pathway integrated regression-based kernel association test with applications to metabolomics and COPD phenotypes.
PMID:34679079
COVID19 Disease Map, a computational knowledge repository of virus-host interaction mechanisms.
PMID:34664389
Proteogenomic characterization of pancreatic ductal adenocarcinoma.
PMID:34534465
Exosomes Secreted by Adipose-Derived Stem Cells Following FK506 Stimulation Reduce Autophagy of Macrophages in Spine after Nerve Crush Injury.
PMID:34502537
Inflammatory gene expression profiling in peripheral blood from patients with Alzheimer's disease reveals key pathways and hub genes with potential diagnostic utility: a preliminary study.
PMID:34484988
Identification of Immune-Related Genes in Sepsis due to Community-Acquired Pneumonia.
PMID:34484417
Expanding the potential genes of inborn errors of immunity through protein interactions.
PMID:34391382
Comprior: facilitating the implementation and automated benchmarking of prior knowledge-based feature selection approaches on gene expression data sets.
PMID:34384353
NetControl4BioMed: A web-based platform for controllability analysis of protein-protein interaction networks.
PMID:34352070
A computational and structural analysis of germline and somatic variants affecting the DDR mechanism, and their impact on human diseases.
PMID:34253785
Assembling Disease Networks From Causal Interaction Resources.
PMID:34178043
New insights into the mechanisms underlying 5-fluorouracil-induced intestinal toxicity based on transcriptomic and metabolomic responses in human intestinal organoids.
PMID:34151400
Genome-scale mechanistic modeling of signaling pathways made easy: A bioconductor/cytoscape/web server framework for the analysis of omic data.
PMID:34136096
Network module-based drug repositioning for pulmonary arterial hypertension.
PMID:34132494
PAX2GRAPHML: a Python library for large-scale regulation network analysis using BIOPAX.
PMID:34128961
Target identification among known drugs by deep learning from heterogeneous networks.
PMID:34123272
Computational Biology and Machine Learning Approaches to Understand Mechanistic Microbiome-Host Interactions.
PMID:34046017
A 3D system to model human pancreas development and its reference single-cell transcriptome atlas identify signaling pathways required for progenitor expansion.
PMID:34035279
From multi-omics integration towards novel genomic interaction networks to identify key cancer cell line characteristics.
PMID:34006939
VB10, a new blood biomarker for differential diagnosis and recovery monitoring of acute viral and bacterial infections.
PMID:33906069
Bioinformatic Analysis of Key Genes and Pathways Related to Keloids.
PMID:33860039
History and Future Perspectives on the Discipline of Quantitative Systems Pharmacology Modeling and Its Applications.
PMID:33841175
Bioinformatic Analysis of Structure and Function of LIM Domains of Human Zyxin Family Proteins.
PMID:33808029
A Detailed Catalogue of Multi-Omics Methodologies for Identification of Putative Biomarkers and Causal Molecular Networks in Translational Cancer Research.
PMID:33802234
Histamine, Metabolic Remodelling and Angiogenesis: A Systems Level Approach.
PMID:33799732
Integrated intra- and intercellular signaling knowledge for multicellular omics analysis.
PMID:33749993
Single-Cell Analysis Reveals Characterization of Infiltrating T Cells in Moderately Differentiated Colorectal Cancer.
PMID:33584715
Proteogenomic and metabolomic characterization of human glioblastoma.
PMID:33577785
Individualized interactomes for network-based precision medicine in hypertrophic cardiomyopathy with implications for other clinical pathophenotypes.
PMID:33558530
ViralLink: An integrated workflow to investigate the effect of SARS-CoV-2 on intracellular signalling and regulatory pathways.
PMID:33534793
GeneWalk identifies relevant gene functions for a biological context using network representation learning.
PMID:33526072
Causal integration of multi-omics data with prior knowledge to generate mechanistic hypotheses.
PMID:33502086
A regularized functional regression model enabling transcriptome-wide dosage-dependent association study of cancer drug response.
PMID:33493149
Gene co-expression in the interactome: moving from correlation toward causation via an integrated approach to disease module discovery.
PMID:33479222
Large-scale regulatory and signaling network assembly through linked open data.
PMID:33459761
Multiscale Regulation of the Intervertebral Disc: Achievements in Experimental, In Silico, and Regenerative Research.
PMID:33445782
Bioinformatics analysis of common key genes and pathways of intracranial, abdominal, and thoracic aneurysms.
PMID:33407182
The status of causality in biological databases: data resources and data retrieval possibilities to support logical modeling.
PMID:33378765
Identification of Interleukin-9 Producing Immune Cells in Endometrial Carcinoma and Establishment of a Prognostic Nomogram.
PMID:33329510
Heterogeneous bone-marrow stromal progenitors drive myelofibrosis via a druggable alarmin axis.
PMID:33301706
Network and pathway expansion of genetic disease associations identifies successful drug targets.
PMID:33262371
Inhibition of 3-phosphoinositide-dependent protein kinase 1 (PDK1) can revert cellular senescence in human dermal fibroblasts.
PMID:33229519
Virtual screening and network pharmacology-based synergistic mechanism identification of multiple components contained in Guanxin V against coronary artery disease.
PMID:33187508
FunRes: resolving tissue-specific functional cell states based on a cell-cell communication network model.
PMID:33179736
Preclinical validation of therapeutic targets predicted by tensor factorization on heterogeneous graphs.
PMID:33106501
The tissue proteome in the multi-omic landscape of kidney disease.
PMID:33028957
Genome-Wide Identification of RNA Editing Sites Affecting Intramuscular Fat in Pigs.
PMID:32927662
Significance of hub genes and immune cell infiltration identified by bioinformatics analysis in pelvic organ prolapse.
PMID:32874785
Footprint-based functional analysis of multiomic data.
PMID:32685770
Toward Systems Biomarkers of Response to Immune Checkpoint Blockers.
PMID:32670886
GLIDE: combining local methods and diffusion state embeddings to predict missing interactions in biological networks.
PMID:32657369
Understanding the Mechanism of Cell Death in Gemcitabine Resistant Pancreatic Ductal Adenocarcinoma: A Systems Biology Approach.
PMID:32655287
Network determinants of cardiovascular calcification and repositioned drug treatments.
PMID:32638415
The Minimum Information about a Molecular Interaction CAusal STatement (MI2CAST).
PMID:32637990
Integrated pharmaco-proteogenomics defines two subgroups in isocitrate dehydrogenase wild-type glioblastoma with prognostic and therapeutic opportunities.
PMID:32620753
ULK1 and ULK2 are less redundant than previously thought: computational analysis uncovers distinct regulation and functions of these autophagy induction proteins.
PMID:32616830
Converting networks to predictive logic models from perturbation signalling data with CellNOpt.
PMID:32516357
Can We Assume the Gene Expression Profile as a Proxy for Signaling Network Activity?
PMID:32503292
MicrobioLink: An Integrated Computational Pipeline to Infer Functional Effects of Microbiome-Host Interactions.
PMID:32455748
Setting the basis of best practices and standards for curation and annotation of logical models in biology-highlights of the [BC]2 2019 CoLoMoTo/SysMod Workshop.
PMID:32313939
Big data in IBD: big progress for clinical practice.
PMID:32111636
Patient-specific logic models of signaling pathways from screenings on cancer biopsies to prioritize personalized combination therapies.
PMID:32073727
Proteogenomic Characterization of Endometrial Carcinoma.
PMID:32059776
Genomic Features and Clinical Characteristics of Adolescents and Young Adults With Cholangiocarcinoma.
PMID:32010606
Stabilized Reconstruction of Signaling Networks from Single-Cell Cue-Response Data.
PMID:31988302
Dysregulated mesenchymal PDGFR-β drives kidney fibrosis.
PMID:31943786
A pipeline to create predictive functional networks: application to the tumor progression of hepatocellular carcinoma.
PMID:31937236
The Impact of Pathway Database Choice on Statistical Enrichment Analysis and Predictive Modeling.
PMID:31824580
Metabolic rewiring of the hypertensive kidney.
PMID:31822592
NicheNet: modeling intercellular communication by linking ligands to target genes.
PMID:31819264
The functional landscape of the human phosphoproteome.
PMID:31819260
Impact of negative lymph nodes on colon cancer survival and exploring relevant transcriptomics differences through real-world data analyses.
PMID:31807507
From expression footprints to causal pathways: contextualizing large signaling networks with CARNIVAL.
PMID:31728204
SigHotSpotter: scRNA-seq-based computational tool to control cell subpopulation phenotypes for cellular rejuvenation strategies.
PMID:31697324
SIGNOR 2.0, the SIGnaling Network Open Resource 2.0: 2019 update.
PMID:31665520
ProteomicsDB: a multi-omics and multi-organism resource for life science research.
PMID:31665479
Signal flow control of complex signaling networks.
PMID:31582789
A Survey of Gene Prioritization Tools for Mendelian and Complex Human Diseases.
PMID:31494632
Benchmarking network propagation methods for disease gene identification.
PMID:31479437
Assessment of network module identification across complex diseases.
PMID:31471613
Elucidating essential kinases of endothelin signalling by logic modelling of phosphoproteomics data.
PMID:31464372
A comprehensive study on genome-wide coexpression network of KHDRBS1/Sam68 reveals its cancer and patient-specific association.
PMID:31366900
Benchmark and integration of resources for the estimation of human transcription factor activities.
PMID:31340985
Network pharmacology modeling identifies synergistic Aurora B and ZAK interaction in triple-negative breast cancer.
PMID:31312514
Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen.
PMID:31209238
Analysis of the Human Kinome and Phosphatome by Mass Cytometry Reveals Overexpression-Induced Effects on Cancer-Related Signaling.
PMID:31101498
PathMe: merging and exploring mechanistic pathway knowledge.
PMID:31092193
Evaluating measures of association for single-cell transcriptomics.
PMID:30962620
Identification of pharmacodynamic biomarker hypotheses through literature analysis with IBM Watson.
PMID:30958864
Metascape provides a biologist-oriented resource for the analysis of systems-level datasets.
PMID:30944313
Adapting Community Detection Algorithms for Disease Module Identification in Heterogeneous Biological Networks.
PMID:30918511
PIMKL: Pathway-Induced Multiple Kernel Learning.
PMID:30854223
CausalTAB: the PSI-MITAB 2.8 updated format for signalling data representation and dissemination.
PMID:30793173
Embracing the Dark Side: Computational Approaches to Unveil the Functionality of Genes Lacking Biological Annotation in Drug-Induced Liver Injury.
PMID:30515189
Adipocyte-secreted BMP8b mediates adrenergic-induced remodeling of the neuro-vascular network in adipose tissue.
PMID:30478315
Open Targets Platform: new developments and updates two years on.
PMID:30462303
Transcriptomic and functional network features of lung squamous cell carcinoma through integrative analysis of GEO and TCGA data.
PMID:30367091
Bioinformatics Analysis Identifies p53 as a Candidate Prognostic Biomarker for Neuropathic Pain.
PMID:30233637
Exploring the Mechanism of Flavonoids Through Systematic Bioinformatics Analysis.
PMID:30158870
Reconstructing phosphorylation signalling networks from quantitative phosphoproteomic data.
PMID:30072490
Developments in toxicogenomics: understanding and predicting compound-induced toxicity from gene expression data.
PMID:29917034
Proteomics Versus Clinical Data and Stochastic Local Search Based Feature Selection for Acute Myeloid Leukemia Patients' Classification.
PMID:29869179
Integrative Computational Network Analysis Reveals Site-Specific Mediators of Inflammation in Alzheimer's Disease.
PMID:29551980
Discriminate the response of Acute Myeloid Leukemia patients to treatment by using proteomics data and Answer Set Programming.
PMID:29536824
Phosphoproteomics-Based Profiling of Kinase Activities in Cancer Cells.
PMID:29344887
Transcription Factor Activities Enhance Markers of Drug Sensitivity in Cancer.
PMID:29229604
GDSCTools for mining pharmacogenomic interactions in cancer.
PMID:29186349
From word models to executable models of signaling networks using automated assembly.
PMID:29175850
DISNOR: a disease network open resource.
PMID:29036667
Logic Modeling in Quantitative Systems Pharmacology.
PMID:28681552
Drug Resistance Mechanisms in Colorectal Cancer Dissected with Cell Type-Specific Dynamic Logic Models.
PMID:28381545
Data-driven reverse engineering of signaling pathways using ensembles of dynamic models.
PMID:28166222