Bonner Ron, Hopfgartner Gérard
Ron Bonner Consulting, Newmarket, ON, Canada.
Life Sciences Mass Spectrometry, Department of Inorganic & Analytical Chemistry, University of Geneva, CH-1211 Geneva 4, Switzerland.
Bioanalysis. 2016 Aug;8(16):1735-50. doi: 10.4155/bio-2016-0141. Epub 2016 Jul 27.
Sequential window acquisition of all theoretical fragment-ion spectra (SWATH) has recently emerged as a powerful high resolution mass spectrometric data independent acquisition technique. In the present work, the potential and challenges of an integrated strategy based on LC-SWATH/MS for simultaneous drug metabolism and metabolomics studies was investigated.
The richness of SWATH data allows numerous data analysis approaches, including: detection of metabolites by prediction; metabolite detection by mass defect filtering; quantification from high-resolution MS precursor chromatograms or fragment chromatograms. Multivariate analysis can be applied to the data from the full scan or SWATH windows and allows changes in endogenous metabolites as well as xenobiotic metabolites, to be detected. Principal component variable grouping detects intersample variable correlation and groups variables with similar profiles which simplifies interpretation and highlights related ions and fragments. Principal component variable grouping can extract product ion spectra from the data collected by fragmenting a wide precursor ion window.
It was possible to characterize 28 vinpocetine metabolites in urine, mostly mono- and di-hydroxylated forms, and detect endogenous metabolite expression changes in urine after the administration of a single dose of a model drug (vinpocetine) to rats.
序贯窗口获取所有理论碎片离子谱(SWATH)最近已成为一种强大的高分辨率质谱数据非依赖型采集技术。在本研究中,考察了基于液相色谱 - SWATH/质谱联用技术的整合策略用于同时进行药物代谢和代谢组学研究的潜力与挑战。
SWATH数据的丰富性允许采用多种数据分析方法,包括:通过预测检测代谢物;通过质量亏损过滤检测代谢物;从高分辨率质谱前体色谱图或碎片色谱图进行定量分析。多变量分析可应用于全扫描或SWATH窗口的数据,从而检测内源性代谢物以及外源性代谢物的变化。主成分变量分组可检测样品间变量相关性,并将具有相似谱图的变量分组,这简化了解释并突出了相关离子和碎片。主成分变量分组可从通过对宽前体离子窗口进行碎裂收集的数据中提取产物离子谱。
在大鼠单次给予模型药物(长春西汀)后,有可能对尿液中的28种长春西汀代谢物进行表征,其中大多为单羟基化和二羟基化形式,并检测尿液中内源性代谢物表达的变化。