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Untargeted metabolomics by high resolution mass spectrometry coupled to normal and reversed phase liquid chromatography as a tool to study the in vitro biotransformation of new psychoactive substances

机译:高分辨率质谱与正相和反相液相色谱联用的非靶向代谢组学是研究新型精神活性物质的体外生物转化的工具

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摘要

In 2016, several synthetic cathinones were seized by the State Bureau of Criminal Investigation Bavaria in Germany. Due to their previous appearances in other countries their metabolism was already investigated in human urine as well as different in vitro models. These investigations were conducted using ordinary metabolism studies for drugs of abuse by using general knowledge about drug metabolism and visual comparison of mass spectra. The present study aimed to use untargeted metabolomics to support and improve those methods that highly depend on the investigators experience. Incubations were conducted using pooled human liver microsomes (pHLM) and the two cathinones 1-phenyl-2-(1-pyrrolidinyl)-1-butanone and 1-phenyl-2-(1-pyrrolidinyl)-1-heptanone. Samples were analyzed by LC-HRMS/MS using a metabolomics workflow consisting of a reversed phase or normal phase separation followed by electrospray ionization and full scan in positive or negative mode. LC-MS data was afterwards statistically evaluated using principal component analysis, t-distributed stochastic neighborhood embedding, and hierarchical clustering. Significant features were then identified using MS/MS. The workflow revealed 24 significant features after 1-phenyl-2-(1-pyrrolidinyl)-1-butanone and 39 after 1-phenyl-2-(1-pyrrolidinyl)-1-heptanone incubation, consisting of adducts, artifacts, isomers, and metabolites. The applied untargeted metabolomics strategy was able to find almost all of the metabolites that were previously described for 1-phenyl-2-(1-pyrrolidinyl)-1-butanone in literature as well as three additional metabolites. Concerning 1-phenyl-2-(1-pyrrolidinyl)-1-heptanone biotransformation in pHLM, merely four metabolites described in primary human hepatocytes and human urine were not found. This study revealed that untargeted metabolomics workflows are well suited to support biotransformation studies at least of the investigated compounds in pHLM.
机译:2016年,德国巴伐利亚州刑事调查局缉获了几种合成的卡西酮。由于它们先前在其他国家的出现,它们的代谢已在人尿液以及不同的体外模型中进行了研究。这些研究是通过使用关于药物代谢的常识和质谱的目测比较,对滥用药物进行的常规代谢研究进行的。本研究旨在使用非靶向代谢组学来支持和改进那些高度依赖于研究者经验的方法。使用合并的人肝微粒体(pHLM)和两种Cathinones 1-苯基-2-(1-吡咯烷基)-1-丁酮和1-苯基-2-(1-吡咯烷基)-1-庚酮进行孵育。使用代谢组学工作流程通过LC-HRMS / MS分析样品,该工作组由反相或正相分离,随后的电喷雾电离和正向或负向全扫描组成。然后使用主成分分析,t分布随机邻域嵌入和层次聚类对LC-MS数据进行统计评估。然后使用MS / MS识别重要功能。该工作流程揭示了1-苯基-2-(1-吡咯烷基)-1-丁酮孵育后的24个重要特征,以及1-苯基-2-(1-吡咯烷基)-1-庚酮孵育后的39个重要特征,包括加合物,人工产物,异构体,和代谢产物。应用的非靶向代谢组学策略能够找到文献中先前针对1-苯基-2-(1-吡咯烷基)-1-丁酮描述的几乎所有代谢物,以及三种其他代谢物。关于pHLM中1-苯基-2-(1-吡咯烷基)-1-庚酮的生物转化,仅在原代人肝细胞和人尿中未发现四种代谢物。这项研究表明,非靶向代谢组学工作流程非常适合至少在pHLM中支持所研究化合物的生物转化研究。

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