Analytical Chemistry · 2012 · 96 citations · 52 references
Life SciencesBiochemistryToxicologyBiochemical ToxicologyMetabolismMetabolomicsMetabolite ProfilingMetabolite QuantificationMetabolomics Data AnalysisMetabolomics IntegrationNuclear Magnetic Resonance MetabolomicsSystems ToxicologyHigh-throughput Screening AssaysMetabolomic BiomarkersMetabolomic ScreeningMetabolomics In ToxicologyMetabolomics-based Toxicity AssessmentMicrofluidic Liver ModelsOrgan-on-a-chip Toxicity ModelsOrgan-specific Metabolism
The world faces complex challenges for chemical hazard assessment. Microfluidic bioartificial organs enable the spatial and temporal control of cell growth and biochemistry, critical for organ-specific metabolic functions and particularly relevant to testing the metabolic dose-response signatures associated with both pharmaceutical and environmental toxicity. Here we present an approach combining a microfluidic system with (1)H NMR-based metabolomic footprinting, as a high-throughput small-molecule screening approach. We characterized the toxicity of several molecules: ammonia (NH(3)), an environmental pollutant leading to metabolic acidosis and liver and kidney toxicity; dimethylsulfoxide (DMSO), a free radical-scavenging solvent; and N-acetyl-para-aminophenol (APAP, or paracetamol), a hepatotoxic analgesic drug. We report organ-specific NH(3) dose-dependent metabolic responses in several microfluidic bioartificial organs (liver, kidney, and cocultures), as well as predictive (99% accuracy for NH(3) and 94% for APAP) compound-specific signatures. Our integration of microtechnology, cell culture in microfluidic biochips, and metabolic profiling opens the development of so-called "metabolomics-on-a-chip" assays in pharmaceutical and environmental toxicology.
52
KEGG: Kyoto Encyclopedia of Genes and Genomes
Minoru Kanehisa · Nucleic Acids Research · 2000 · 39.2K citations · Full text
KEGG: Kyoto Encyclopedia of Genes and Genomes
Hiroyuki Ogata, Susumu Goto, Kazushige Sato et al. · Nucleic Acids Research · 1999 · 32.4K citations · Full text
ROCR: visualizing classifier performance in R
Tobias Sing, Oliver Sander, Niko Beerenwinkel et al. · Computer applications in the biosciences · 2005 · 3.3K citations · Full text
HMDB: the Human Metabolome Database
David S. Wishart, Dorit Tzur, Craig Knox et al. · Nucleic Acids Research · 2007 · 3.3K citations · Full text