To avoid artifacts based on sample injection order, the order was randomized. Four different quality control sets were included with the runs to assess machine sensitivity and sample carry over. First, 169 “pooled” samples, containing aliquots from 108 randomly selected urine samples were processed randomly throughout the run. Second, a standard cocktail containing theophylline, caffeine, hippuric acid, 4-nitrobenzoic acid, and nortriptyline (designated as MetMix) was injected every 100 samples. Third, 32 blanks were randomly injected to assess sample carryover. Fourth, 48 samples with 4 high-purity nicotine metabolite standards, including cotinine, nicotine-N’-oxide, anabasine, and trans-3’-hydroxycotinine (Sigma-Aldrich), were spiked into urine. Fifth, 10% of the samples were randomly selected and processed in duplicate at the end of the run to evaluate chromatogram consistency. Finally, debrisoquine and 4-nitrobenzoic acid were spiked into samples for runs in ESI+ and ESI− modes, respectively. Raw chromatograms and extracted and normalized ion counts can be accessed in the MetaboLights database with study identifier
Comprehensive Urine Metabolomics Analysis
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Corresponding Organization : The Ohio State University
Protocol cited in 5 other protocols
Variable analysis
- Type of ionization mode (positive or negative electrospray ionization)
- Urine metabolite profiles measured using a quadrupole time-of-flight (QTOF) mass spectrometer
- 50 × 2.1 mm Acquity 1.7 µm C18 column (Waters Corp, Milford, MA) used for chromatographic separation
- Gradient mobile phase consisting of 0.1% formic acid (A) and acetonitrile containing 0.1% formic acid (B)
- Acquity UPLC system (Waters) used for liquid chromatography
- Capillary and sampling cone voltages, source and desolvation temperatures, and cone and desolvation gas flows used in the mass spectrometer
- Sulfadimethoxine at a concentration of 300 pg/µl in 50% aqueous acetonitrile used as a lock mass
- Pooled samples containing aliquots from 108 randomly selected urine samples
- Standard cocktail containing theophylline, caffeine, hippuric acid, 4-nitrobenzoic acid, and nortriptyline (designated as MetMix) injected every 100 samples
- Samples spiked with 4 high-purity nicotine metabolite standards, including cotinine, nicotine-N'-oxide, anabasine, and trans-3'-hydroxycotinine
- Blanks randomly injected to assess sample carryover
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