首页> 美国卫生研究院文献>Frontiers in Chemistry >Metabolomic Strategies in Biomarker Research–New Approach for Indirect Identification of Drug Consumption and Sample Manipulation in Clinical and Forensic Toxicology?
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Metabolomic Strategies in Biomarker Research–New Approach for Indirect Identification of Drug Consumption and Sample Manipulation in Clinical and Forensic Toxicology?

机译:生物标志物研究中的代谢组学策略-在临床和法医毒理学中间接鉴定药物消费和样品处理的新方法?

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摘要

Drug of abuse (DOA) consumption is a growing problem worldwide, particularly with increasing numbers of new psychoactive substances (NPS) entering the drug market. Generally, little information on their adverse effects and toxicity are available. The direct detection and identification of NPS is an analytical challenge due to their ephemerality on the drug scene. An approach that does not directly focus on the structural detection of an analyte or its metabolites, would be beneficial for this complex analytical scenario and the development of alternative screening methods could help to provide fast response on suspected NPS consumption. A metabolomics approach might represent such an alternative strategy for the identification of biomarkers for different questions in DOA testing. Metabolomics is the monitoring of changes in small (endogenous) molecules (<1,000 Da) in response to a certain stimulus, e.g., DOA consumption. For this review, a literature search targeting “metabolomics” and different DOAs or NPS was conducted. Thereby, different applications of metabolomic strategies in biomarker research for DOA identification were identified: (a) as an additional tool for metabolism studies bearing the major advantage that particularly a priori unknown or unexpected metabolites can be identified; and (b) for identification of endogenous biomarker or metabolite patterns, e.g., for synthetic cannabinoids or also to indirectly detect urine manipulation attempts by chemical adulteration or replacement with artificial urine samples. The majority of the currently available literature in that field, however, deals with metabolomic studies for DOAs to better assess their acute or chronic effects or to find biomarkers for drug addiction and tolerance. Certain changes in endogenous compounds are detected for all studied DOAs, but often similar compounds/pathways are influenced. When evaluating these studies with regard to possible biomarkers for drug consumption, the observed changes appear, albeit statistically significant, too small to reliably work as biomarker for drug consumption. Further, different drugs were shown to affect the same pathways. In conclusion, metabolomic approaches possess potential for detection of biomarkers indicating drug consumption. More studies, including more sensitive targeted analyses, multi-variant statistical models or deep-learning approaches are needed to fully explore the potential of omics science in DOA testing.
机译:滥用毒品(DOA)的消费在世界范围内是一个日益严重的问题,尤其是随着越来越多的新型精神活性物质(NPS)进入毒品市场。通常,关于它们的副作用和毒性的信息很少。由于NPS在毒品现场的短暂性,直接检测和鉴定NPS是一项分析挑战。一种不直接专注于分析物或其代谢物的结构检测的方法,对于这种复杂的分析方案将是有益的,替代筛选方法的开发可以帮助对疑似NPS消耗提供快速响应。代谢组学方法可能代表了在DOA测试中针对不同问题识别生物标志物的替代策略。代谢组学是对小(内源)分子(<1,000 Da)的变化的监测,以响应某种刺激(例如DOA消耗)。在本次审查中,针对“代谢组学”和不同的DOA或NPS进行了文献检索。因此,确定了代谢组学策略在生物标志物研究中用于DOA鉴定的不同应用:(a)作为代谢研究的另一种工具,其主要优点是可以鉴定出先验的未知或意外代谢产物; (b)识别内源性生物标志物或代谢物模式,例如合成大麻素,或通过化学掺假或用人工尿液样本间接检测尿液操纵企图。但是,该领域目前可获得的大多数文献都涉及DOA的代谢组学研究,以更好地评估其急性或慢性作用或寻找药物成瘾和耐受性的生物标志物。对于所有研究的DOA,均检测到内源性化合物的某些变化,但通常会影响相似的化合物/途径。在就可能的药物消耗生物标志物评估这些研究时,观察到的变化尽管具有统计学意义,但显得太小而无法可靠地用作药物消耗生物标志物。此外,显示出不同的药物会影响相同的途径。总之,代谢组学方法具有检测指示药物消耗的生物标志物的潜力。需要进行更多的研究,包括更敏感的目标分析,多变量统计模型或深度学习方法,以充分探索组学在DOA测试中的潜力。

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