Computational Systems Toxicology - Hoeng, Julia; Peitsch, Manuel C.; SpringerLink (Online service) (New York, NY : Springer New York : Imprint: Humana, 2015)
The Adverse Outcome Pathway: A Conceptual Framework to Support Toxicity Testing in the 21st Century -- Metabolic Pathway Databases: A Word of Caution -- Causal Biological Network Database: A Comprehensive Platform of Causal Biological Network Models Focused on the Pulmonary and Vascular Systems -- Data Sources for Signature Discovery in Toxicology -- Data Management and Processing in Toxicoinformatics: From Chemical Databases to Automatic Extraction of Unstructured Resources -- Using a Crowdsourcing Approach for Network Verification -- Toxicological Assessment Via Gene Network Analysis -- Weaving Knowledge into Biological Pathways in a Collaborative Manner -- Pathway Analysis and Machine Learning as Tools in Systems Toxicology -- Quantifying the Biological Impact of Active Substances Using Causal Network Models -- Analysis of Proteomic Data for Toxicological Applications -- Xenobiotic Metabolism Activation as a Biomarker of Cigarette Smoke Exposure Response -- High-Content Screening: Understanding and Managing Mechanistic Data to Better Predict Toxicity -- A Systems Toxicology Approach to Investigating the Cardiovascular Effects of Cigarette Smoke and Environmental Pollutants in ApoE-Deficient Mice -- Computational Data Integration in Toxicogenomics -- Aerosol Dosimetry Modeling Using Computational Fluid Dynamics.
Keywords: Pharmacology; Systems biology; Pharmacology/Toxicology.; Systems Biology