Semi-automated NMR Pipeline for Environmental Exposures: New Insights on the Metabolomics of Smokers versus Non-smokers

Keyphrases

• Metabolomics 100%
• Non-smokers 100%
• Smokers 100%
• Nuclear Magnetic Resonance 100%
• Environmental Exposure 100%
• Semi-automated 100%
• Cigarette Smoke Exposure 66%
• Biofluids 33%
• Environmental Risk Factors 33%
• Exposure Biomarkers 33%
• NMR Spectroscopy 33%
• Quality Control 33%
• Smoking Status 33%
• Metabolic 33%
• Metabolic Changes 33%
• As(III) 33%
• Magnetic Resonance Techniques 33%
• Disease Status 33%
• Metabolic Response 33%
• Proprietary Software 33%
• Exposure Status 33%
• Metabolic Pathway Enrichment Analysis 33%
• Data Preprocessing 33%
• Enriched Pathways 33%
• Metabolomic Analysis 33%
• Disease Biomarkers 33%
• New Biomarkers 33%
• Random Forest Modeling 33%
• Analytic pipelines 33%
• Random Forest Classifier 33%

Biochemistry, Genetics and Molecular Biology

• Metabolomics 100%
• Metabolite 100%
• Metabolic Pathway 40%
• Random Forest 40%
• Quality Control 20%
• Nuclear Magnetic Resonance Spectroscopy 20%

Neuroscience

• Nuclear Magnetic Resonance 100%
• Metabolic Pathway 66%
• Nuclear Magnetic Resonance Spectroscopy 33%
• Risk Factor 33%
• Biological Marker 33%