Toxicometabolomics of the new psychoactive substances α-PBP and α-PEP studied in HepaRG cell incubates by means of untargeted metabolomics revealed unexpected amino acid adducts.


Journal

Archives of toxicology
ISSN: 1432-0738
Titre abrégé: Arch Toxicol
Pays: Germany
ID NLM: 0417615

Informations de publication

Date de publication:
06 2020
Historique:
received: 27 01 2020
accepted: 06 04 2020
pubmed: 22 4 2020
medline: 13 7 2021
entrez: 22 4 2020
Statut: ppublish

Résumé

Toxicometabolomics, essentially applying metabolomics to toxicology of endogenous compounds such as drugs of abuse or new psychoactive substances (NPS), can be investigated by using different in vitro models and dedicated metabolomics techniques to enhance the number of relevant findings. The present study aimed to study the toxicometabolomics of the two NPS α-pyrrolidinobutiophenone (1-phenyl-2-(pyrrolidin-1-yl)butan-1-one, α-PBP) and α-pyrrolidinoheptaphenone (1-phenyl-2-(pyrrolidin-1-yl)heptan-1-one, α-PEP, PV8) in HepaRG cell line incubates. Evaluation was performed using reversed-phase and normal-phase liquid chromatography coupled with high-resolution mass spectrometry in positive and negative ionization mode, respectively, to analyze cells and cell media. Statistical evaluation was performed using one-way ANOVA, principal component discriminant function analysis, as well as hierarchical clustering. In general, the analysis of cells did not mainly reveal any features, but the parent compounds of the drugs of abuse. For α-PBP an increase in N-methylnicotinamide was found, which may indicate hepatotoxic potential of the substance. After analysis of cell media, significant features led to the identification of several metabolites of both compounds. Amino acid adducts with glycine and alanine were found, and these have not been described in any study before and are likely to appear in vivo. Additionally, significant changes in the metabolism of cholesterol were revealed after incubation with α-PEP. In summary, the application of metabolomics techniques after HepaRG cells exposure to NPS did not lead to an increased number of identified drug metabolites compared to previously published studies, but gave a wider perspective on the physiological effect of the investigated compounds on human liver cells.

Identifiants

pubmed: 32313995
doi: 10.1007/s00204-020-02742-1
pii: 10.1007/s00204-020-02742-1
pmc: PMC7303098
doi:

Substances chimiques

Psychotropic Drugs 0
Cholesterol 97C5T2UQ7J
Alanine OF5P57N2ZX
Glycine TE7660XO1C

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

2047-2059

Références

Achour B, Barber J, Rostami-Hodjegan A (2014) Expression of hepatic drug-metabolizing cytochrome p450 enzymes and their intercorrelations: a meta-analysis. Drug Metab Dispos 42(8):1349–1356
pubmed: 24879845
Adusumilli R, Mallick P (2017) Data conversion with ProteoWizard msConvert. Methods Mol Biol 1550:339–368
pubmed: 28188540
Barnes S, Benton HP, Casazza K et al (2016a) Training in metabolomics research. II. Processing and statistical analysis of metabolomics data, metabolite identification, pathway analysis, applications of metabolomics and its future. J Mass Spectrom 51(8):535–548
pubmed: 28239968 pmcid: 5584587
Barnes S, Benton HP, Casazza K et al (2016b) Training in metabolomics research. I. Designing the experiment, collecting and extracting samples and generating metabolomics data. J Mass Spectrom 51(7):ii–iii
pubmed: 27434812
Boxler MI, Streun GL, Liechti ME, Schmid Y, Kraemer T, Steuer AE (2018) Human metabolome changes after a single dose of 3,4-methylenedioxymethamphetamine (MDMA) with special focus on steroid metabolism and inflammation processes. J Proteome Res 17(8):2900–2907
pubmed: 29947220
Brandon EF, Raap CD, Meijerman I, Beijnen JH, Schellens JH (2003) An update on in vitro test methods in human hepatic drug biotransformation research: pros and cons. Toxicol Appl Pharmacol 189(3):233–246
pubmed: 12791308
D'Elia RV, Goodchild SA, Winder CL et al (2019) Multiple metabolic pathways are predictive of ricin intoxication in a rat model. Metabolomics 15(7):102
pubmed: 31270703 pmcid: 6610267
Dang L, White DW, Gross S et al (2009) Cancer-associated IDH1 mutations produce 2-hydroxyglutarate. Nature 462(7274):739–744
pubmed: 19935646 pmcid: 2818760
EMCDDA (2015) EMCDDA–Europol Joint Report on a new psychoactive substance: 1-phenyl-2-(1-pyrrolidinyl)-1-pentanone (α-PVP) Publications Office of the European Union. http://www.emcdda.europa.eu/attachements.cfm/att_242501_EN_TDAS15001ENN.pdf . Accessed 14 April 2020
Guillouzo A, Corlu A, Aninat C, Glaise D, Morel F, Guguen-Guillouzo C (2007) The human hepatoma HepaRG cells: a highly differentiated model for studies of liver metabolism and toxicity of xenobiotics. Chem Biol Interact 168(1):66–73
pubmed: 17241619
Helfer AG, Michely JA, Weber AA, Meyer MR, Maurer HH (2015) Orbitrap technology for comprehensive metabolite-based liquid chromatographic-high resolution-tandem mass spectrometric urine drug screening - exemplified for cardiovascular drugs. Anal Chim Acta 891:221–233
pubmed: 26388381
Kudo K, Usumoto Y, Kikura-Hanajiri R, Sameshima N, Tsuji A, Ikeda N (2015) A fatal case of poisoning related to new cathinone designer drugs, 4-methoxy PV8, PV9, and 4-methoxy PV9, and a dissociative agent, diphenidine. Leg Med (Tokyo) 17(5):421–426
Kuhl C, Tautenhahn R, Bottcher C, Larson TR, Neumann S (2012) CAMERA: an integrated strategy for compound spectra extraction and annotation of liquid chromatography/mass spectrometry data sets. Anal Chem 84(1):283–289
pubmed: 22111785
Landis JR, Koch GG (1977) The measurement of observer agreement for categorical data. Biometrics 33(1):159–174
Lindon JC, Nicholson JK, Holmes E, Everett JR (2000) Metabonomics: metabolic processes studied by NMR spectroscopy of biofluids. Concept Magn Reson 12(5):289–320
Liu X, Locasale JW (2017) Metabolomics: a primer. Trends Biochem Sci 42(4):274–284
pubmed: 28196646 pmcid: 5376220
Manier SK, Meyer MR (2020) Current situation of the metabolomics techniques used for the metabolism studies of new psychoactive substances. Ther Drug Monit 42:93–97
pubmed: 31425443
Manier SK, Richter LHJ, Schaper J, Maurer HH, Meyer MR (2018) Different in vitro and in vivo tools for elucidating the human metabolism of alpha-cathinone-derived drugs of abuse. Drug Test Anal 10:1119–1130
Manier SK, Keller A, Schaper J, Meyer MR (2019a) 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. Sci Rep 9(1):2741
pubmed: 30808896 pmcid: 6391464
Manier SK, Keller A, Meyer MR (2019b) Automated optimization of XCMS parameters for improved peak picking of liquid chromatography-mass spectrometry data using the coefficient of variation and parameter sweeping for untargeted metabolomics. Drug Test Anal 11:752–761
pubmed: 30479047
Matsuta S, Shima N, Kamata H et al (2015) Metabolism of the designer drug alpha-pyrrolidinobutiophenone (alpha-PBP) in humans: identification and quantification of the phase I metabolites in urine. Forensic Sci Int 249:181–188
pubmed: 25703013
Maurer HH, Meyer MR, Helfer AG, Weber AA (2018) Maurer/Meyer/Helfer/Weber MMHW LC-HR-MS/MS library of drugs, poisons, and their metabolites. Wiley, Weinheim
Maurer HH, Pfleger K, Weber AA (2016) Mass spectral data of drugs, poisons, pesticides, pollutants and their metabolites. Wiley, Weinheim
McDonald GR, Hudson AL, Dunn SM et al (2008) Bioactive contaminants leach from disposable laboratory plasticware. Science 322(5903):917
pubmed: 18988846
Milburn MV, Ryals JA, Guo L (2013) Toxicometabolomics. In: Faqi AS (ed) A comprehensive guide to toxicology in nonclinical drug development. Elsevier, pp 875–891
Mortele O, Vervliet P, Gys C et al (2018) In vitro Phase I and Phase II metabolism of the new designer benzodiazepine cloniprazepam using liquid chromatography coupled to quadrupole time-of-flight mass spectrometry. J Pharm Biomed Anal 153:158–167
pubmed: 29494888
Odoardi S, Romolo FS, Strano-Rossi S (2016) A snapshot on NPS in Italy: distribution of drugs in seized materials analysed in an Italian forensic laboratory in the period 2013–2015. Forensic Sci Int 265:116–120
pubmed: 26874736
Psychogios N, Hau DD, Peng J et al (2011) The human serum metabolome. PLoS ONE 6(2):e16957
pubmed: 21359215 pmcid: 3040193
Pumpo R, Sarnelli G, Spinella A, Budillon G, Cuomo R (2001) The metabolism of nicotinamide in human liver cirrhosis: a study on N-methylnicotinamide and 2-pyridone-5-carboxamide production. Am J Gastroenterol 96(4):1183–1187
pubmed: 11316167
R Core Team (2020) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. https://www.R-project.org/
Richter LHJ, Flockerzi V, Maurer HH, Meyer MR (2017) Pooled human liver preparations, HepaRG, or HepG2 cell lines for metabolism studies of new psychoactive substances? A study using MDMA, MDBD, butylone, MDPPP, MDPV, MDPB, 5-MAPB, and 5-API as examples. J Pharm Biomed Anal 143:32–42
pubmed: 28601767
Richter LHJ, Herrmann J, Andreas A et al (2019) Tools for studying the metabolism of new psychoactive substances for toxicological screening purposes—a comparative study using pooled human liver S9, HepaRG cells, and zebrafish larvae. Toxicol Lett 305:73–80
pubmed: 30682400
Richter LHJ, Maurer HH, Meyer MR (2017) New psychoactive substances: studies on the metabolism of XLR-11, AB-PINACA, FUB-PB-22, 4-methoxy-alpha-PVP, 25-I-NBOMe, and meclonazepam using human liver preparations in comparison to primary human hepatocytes, and human urine. Toxicol Lett 280:142–150
pubmed: 28782580
Sinz MA (2012) In VitroandIn VivoModels of drug metabolism encyclopedia of drug metabolism and interaction. Wiley, Amsterdam
Sinz MW, Kim S (2006) Stem cells, immortalized cells and primary cells in ADMET assays. Drug Discov Today Technol 3(1):79–85
pubmed: 24980105
Sinz MA, Lyubimov AV (2011) In vitro and in vivo models of drug metabolism encyclopedia of drug metabolism and interactions. Wiley, Amsterdam
Smith CA, Want EJ, O'Maille G, Abagyan R, Siuzdak G (2006) XCMS: processing mass spectrometry data for metabolite profiling using nonlinear peak alignment, matching, and identification. Anal Chem 78(3):779–787
pubmed: 16448051
Sumner LW, Amberg A, Barrett D et al (2007) Proposed minimum reporting standards for chemical analysis Chemical Analysis Working Group (CAWG) Metabolomics Standards Initiative (MSI). Metabolomics 3(3):211–221
pubmed: 3772505 pmcid: 3772505
Swortwood MJ, Ellefsen KN, Wohlfarth A et al (2016) First metabolic profile of PV8, a novel synthetic cathinone, in human hepatocytes and urine by high-resolution mass spectrometry. Anal Bioanal Chem 408(18):4845–4856
pubmed: 27185540
Van den Eede N, Cuykx M, Rodrigues RM et al (2015) Metabolomics analysis of the toxicity pathways of triphenyl phosphate in HepaRG cells and comparison to oxidative stress mechanisms caused by acetaminophen. Toxicol In Vitro 29(8):2045–2054
pubmed: 26318275
Vervliet P, Mortele O, Gys C et al (2019) Suspect and non-target screening workflows to investigate the in vitro and in vivo metabolism of the synthetic cannabinoid 5Cl-THJ-018. Drug Test Anal 11(3):479–491
pubmed: 30242979
Vervliet P, Mortelé O, Gys C et al (2019) Suspect and non-target screening workflows to investigate the in vitro and in vivo metabolism of the synthetic cannabinoid 5Cl-THJ-018. Drug Test Anal 11(3):479–491
pubmed: 30242979
Wagmann L, Maurer HH, Meyer MR (2017) An easy and fast adenosine 5'-diphosphate quantification procedure based on hydrophilic interaction liquid chromatography-high resolution tandem mass spectrometry for determination of the in vitro adenosine 5'-triphosphatase activity of the human breast cancer resistance protein ABCG2. J Chromatogr A 1521:123–130
pubmed: 28951049
Wehrens R, Hageman JA, van Eeuwijk F et al (2016) Improved batch correction in untargeted MS-based metabolomics. Metabolomics 12:88
pubmed: 27073351 pmcid: 4796354
Welter J, Meyer MR, Wolf EU, Weinmann W, Kavanagh P, Maurer HH (2013) 2-methiopropamine, a thiophene analogue of methamphetamine: studies on its metabolism and detectability in the rat and human using GC-MS and LC-(HR)-MS techniques. Anal Bioanal Chem 405(10):3125–3135
pubmed: 23361230
Wild J, Shanmuganathan M, Hayashi M, Potter M, Britz-McKibbin P (2019) Metabolomics for improved treatment monitoring of phenylketonuria: urinary biomarkers for non-invasive assessment of dietary adherence and nutritional deficiencies. Analyst 144(22):6595–6608
pubmed: 31608347
Worley B, Powers R (2013) Multivariate analysis in metabolomics. Curr Metabolomics 1(1):92–107
pubmed: 26078916 pmcid: 4465187
Zhang D, Luo G, Ding X, Lu C (2012) Preclinical experimental models of drug metabolism and disposition in drug discovery and development. Acta Pharm Sin B 2(6):549–561

Auteurs

Sascha K Manier (SK)

Department of Experimental and Clinical Toxicology, Institute of Experimental and Clinical Pharmacology and Toxicology, Center for Molecular Signaling (PZMS), Saarland University, 66421, Homburg, Germany.

Lea Wagmann (L)

Department of Experimental and Clinical Toxicology, Institute of Experimental and Clinical Pharmacology and Toxicology, Center for Molecular Signaling (PZMS), Saarland University, 66421, Homburg, Germany.

Veit Flockerzi (V)

Department of Experimental and Clinical Pharmacology, Institute of Experimental and Clinical Pharmacology and Toxicology, Center for Molecular Signaling (PZMS), Saarland University, 66421, Homburg, Germany.

Markus R Meyer (MR)

Department of Experimental and Clinical Toxicology, Institute of Experimental and Clinical Pharmacology and Toxicology, Center for Molecular Signaling (PZMS), Saarland University, 66421, Homburg, Germany. markus.meyer@uks.eu.

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