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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策略 - 一种间接鉴定药物消费和临床和法医毒理学样本操作的新方法?

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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:滥用药物(DOA)消费是全球日益增长的问题,特别是越来越多的新精神物质(NPS)进入药物市场。通常,有没有关于它们不良反应和毒性的信息。由于他们对药物场景的短暂性,NPS的直接检测和鉴定是一种分析挑战。一种不直接关注分析物或其代谢物的结构检测的方法将有利于这种复杂的分析场景,并且替代筛查方法的发展可以有助于提供对疑似NPS消费的快速响应。代谢组种方法可能代表在DOA测试中鉴定不同问题的识别生物标志物的替代策略。代谢组学是监测小(内源性)分子(<1,000da)的变化,响应于某种刺激,例如DOA消费。对于本次审查,进行了一个针对“代谢组学”和不同DOA或NPS的文献搜索。由此,鉴定了不同应用在生物标志物研究的DOA鉴定研究中的不同应用:(a)作为一种额外的代谢研究工具,其具有特别优点的主要优点,特别是可以识别优先的优先药或意外的代谢物; (b)用于鉴定内源性生物标志物或代谢物模式,例如,对于合成大麻素或者通过用人工尿液样品进行化学掺杂或替代来间接地检测尿道操作尝试。然而,该领域的大多数目前可用文献涉及DOA的代谢组研究,以更好地评估其急性或慢性效应或寻找药物成瘾和耐受性的生物标志物。对所有研究的DOAS检测到内源化合物的某些变化,但通常影响相似的化合物/途径。在评估这些研究方面关于可能的生物标志物进行药物消耗,观察到的变化出现,尽管具有统计学意义,太小,不能作为药物消耗的生物标志物。此外,显示不同的药物来影响相同的途径。总之,代谢物方法具有检测毒品消耗的生物标志物的潜力。需要更多的研究,包括更敏感的目标分析,多变体统计模型或深度学习方法,以充分探索OMA测试中的OMICS Science的潜力。

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