ReviewFrontiers in chemistry2019
Metabolomic Strategies in Biomarker Research-New Approach for Indirect Identification of Drug Consumption and Sample Manipulation in Clinical and Forensic Toxicology?
Review in Frontiers in chemistry, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 56 papers, 1 of them a synthesis that pooled it.
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Who cites it
56 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Systematic Review of Multi-Omics Approaches to Investigate Toxicological Effects in Macrophages.International journal of molecular sciences · 2020Pooled it
- Detecting and subtyping ketoacidosis from metabolomic patterns in forensic casework.Scientific reports · 2026Article
- Article
- Comparison of human metabolome changes identified in a placebo-controlled amphetamine administration study versus those using forensic toxicology routine data.Scientific reports · 2026Article
- Article
- Sample Preparation for Multi-Omics Analysis: Considerations and Guidance for Identifying the Ideal Workflow.Proteomics · 2025Review
- Insomnia, Cognitive Impairment, or a Combination of Both, Alter Lipid Metabolism Due to Changes in Acylcarnitine Concentration in Older Persons.Metabolites · 2025Article
- Application of Spatial Omics in the Cardiovascular System.Research (Washington, D.C.) · 2025Review
- Antioxidant and longevity inducing properties of coconut water on human dermal fibroblasts.Heliyon · 2024Article
- Influence of Drugs and Toxins on Decomposition Dynamics: Forensic Implications.Molecules (Basel, Switzerland) · 2024Review
- Administration Route Differentiation of Altrenogest via the Metabolomic LC-HRMS Analysis of Equine Urine.Molecules (Basel, Switzerland) · 2024Article
- A global perspective on the status of clinical metabolomics in laboratory medicine - a survey by the IFCC metabolomics working group.Clinical chemistry and laboratory medicine · 2024Article
- Postmortem metabolomics: influence of time since death on the level of endogenous compounds in human femoral blood. Necessary to be considered in metabolome study planning?Metabolomics : Official journal of the Metabolomic Society · 2024Article
- Tackling new psychoactive substances through metabolomics: UHPLC-HRMS study on natural and synthetic opioids in male and female murine models.Scientific reports · 2024Article
- Untargeted metabolomic profiling reveals molecular signatures associated with type 2 diabetes in Nigerians.Genome medicine · 2024Article
- Exploring Human Metabolome after Wine Intake-A Review.Molecules (Basel, Switzerland) · 2023Review
- Advances in testing for sample manipulation in clinical and forensic toxicology - Part A: urine samples.Analytical and bioanalytical chemistry · 2023Review
- Kaempferol and Biomodified Kaempferol fromInternational journal of molecular sciences · 2023Article
- Statistical methods and resources for biomarker discovery using metabolomics.BMC bioinformatics · 2023Review
- The toxicity of nanoparticles and their interaction with cells: anNanoscale advances · 2023Review
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
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.
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