Skip to main content

Advertisement

Log in

A new metabolomics-based strategy for identification of endogenous markers of urine adulteration attempts exemplified for potassium nitrite

  • Research Paper
  • Published:
Analytical and Bioanalytical Chemistry Aims and scope Submit manuscript

Abstract

Urine adulteration to circumvent positive drug testing represents a problem for toxicological laboratories. While creatinine is a suitable marker for dilution, detection of chemicals is often performed by dipstick tests associated with high rates of false positives. Several methods would be necessary to check for all possible adulterants. Untargeted mass spectrometry (MS) methods used in metabolomics should theoretically allow detecting concentration changes of any endogenous urinary metabolite or presence of new biomarkers produced by chemical adulteration. As a proof of concept study, urine samples from 10 volunteers were treated with KNO2 and analyzed by high-resolution MS. For statistical data evaluation, XCMSplus and MetaboAnalyst were used. Compound identification was performed by database searches using an in-house database, Chemspider, METLIN, HMDB, and NIST. Principle component analysis revealed clear separation between treated and untreated urine samples. In detail, 307 features showed significant concentration changes with fold changes greater than 2 (79 decreased; 228 increased). Mainly amino acids (e.g., histidine, methylhistidine, di- and trimethyllysine) and purines (uric acid) were detected in lower amounts. 5-HO-isourate was found to be formed as a new compound from uric acid and, e.g., imidazole lactate concentrations increased due to the breakdown of histidine. This metabolomics-based strategy allowed for a broad identification range of markers of urinary adulteration. More studies will be needed to investigate routine applicability of identified potential markers exploring urinary conditions of their formation and stability. Selected markers might then be integrated into routine MS screening procedures allowing for detection of adulteration within routine MS analysis.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  1. Phan HM, Yoshizuka K, Murry DJ, Perry PJ. Drug testing in the workplace. Pharmacotherapy. 2012;32(7):649–56.

    Article  CAS  Google Scholar 

  2. Verstraete AG. Detection times of drugs of abuse in blood, urine, and oral fluid. Ther Drug Monit. 2004;26(2):200–5.

    Article  CAS  Google Scholar 

  3. Fu S, Luong S, Pham A, Charlton N, Kuzhiumparambil U. Bioanalysis of urine samples after manipulation by oxidizing chemicals: technical considerations. Bioanalysis. 2014;6(11):1543–61.

    Article  CAS  Google Scholar 

  4. Maurer HH. Analytical toxicology. EXS. 2010;100:317–37.

    CAS  Google Scholar 

  5. Maurer HH. Current role of liquid chromatography-mass spectrometry in clinical and forensic toxicology. Anal Bioanal Chem. 2007;388(7):1315–25.

    Article  CAS  Google Scholar 

  6. Maurer HH. What is the future of (ultra) high performance liquid chromatography coupled to low and high resolution mass spectrometry for toxicological drug screening? J Chromatogr A. 2013;1292:19–24.

    Article  CAS  Google Scholar 

  7. Dresen S, Ferreiros N, Gnann H, Zimmermann R, Weinmann W. Detection and identification of 700 drugs by multi-target screening with a 3200 Q TRAP LC-MS/MS system and library searching. Anal Bioanal Chem. 2010;396(7):2425–34.

    Article  CAS  Google Scholar 

  8. Peters FT. Recent advances of liquid chromatography-(tandem) mass spectrometry in clinical and forensic toxicology. Clin Biochem. 2011;44(1):54–65.

    Article  CAS  Google Scholar 

  9. Wu AHB, Bristol B, Sexton K, Cassella-McLane G, Holtman V, Hill DW. Adulteration of urine by "urine luck". Clin Chem. 1999;45(7):1051–7.

    CAS  Google Scholar 

  10. Uebel RA, Wium CA. Toxicological screening for drugs of abuse in samples adulterated with household chemicals. S Afr Med J. 2002;92(7):547–9.

    CAS  Google Scholar 

  11. Jaffee WB, Trucco E, Levy S, Weiss RD. Is this urine really negative? A systematic review of tampering methods in urine drug screening and testing. J Subst Abus Treat. 2007;33(1):33–42.

    Article  Google Scholar 

  12. Valtier S, Cody JT. A procedure for the detection of stealth adulterant in urine samples. Clin Lab Sci. 2002;15(2):111–5.

    Google Scholar 

  13. Peace MR, Tarnai LD. Performance evaluation of three on-site adulterant detection devices for urine specimens. J Anal Toxicol. 2002;26(7):464–70.

    Article  CAS  Google Scholar 

  14. Dasgupta A, Chughtai O, Hannah C, Davis B, Wells A. Comparison of spot tests with Adulta Check 6 and Intect 7 urine test strips for detecting the presence of adulterants in urine specimens. Clin Chim Acta. 2004;348(1–2):19–25.

    Article  CAS  Google Scholar 

  15. Paul BD, Martin KK, Maguilo J Jr, Smith ML. Effects of pyridinium chlorochromate adulterant (urine luck) on testing for drugs of abuse and a method for quantitative detection of chromium (VI) in urine. J Anal Toxicol. 2000;24(4):233–7.

    Article  CAS  Google Scholar 

  16. Dasgupta A. The effects of adulterants and selected ingested compounds on drugs-of-abuse testing in urine. Am J Clin Pathol. 2007;128(3):491–503.

    Article  CAS  Google Scholar 

  17. Edwards C, Fyfe MJ, Liu RH, Walia AS. Evaluation of common urine specimen adulteration indicators. J Anal Toxicol. 1993;17(4):251–2.

    Article  CAS  Google Scholar 

  18. Luong S, Fu S. Detection and identification of 2-nitro-morphine and 2-nitro-morphine-6-glucuronide in nitrite adulterated urine specimens containing morphine and its glucuronides. Drug Test Anal. 2014;6(3):277–87.

    Article  CAS  Google Scholar 

  19. Luong S, Shimmon R, Hook J, Fu S. 2-Nitro-6-monoacetylmorphine: potential marker for monitoring the presence of 6-monoacetylmorphine in urine adulterated with potassium nitrite. Anal Bioanal Chem. 2012;403(7):2057–63.

    Article  CAS  Google Scholar 

  20. Lewis SA Sr, Lewis LA, Tuinman A. Potassium nitrite reaction with 11-nor-delta 9-tetrahydrocannabinol-9-carboxylic acid in urine in relation to the drug screening analysis. J Forensic Sci. 1999;44(5):951–5.

    CAS  Google Scholar 

  21. Dinis-Oliveira RJ. Metabolomics of drugs of abuse: a more realistic view of the toxicological complexity. Bioanalysis. 2014;6(23):3155–9.

    Article  CAS  Google Scholar 

  22. Dettmer K, Aronov PA, Hammock BD. Mass spectrometry-based metabolomics. Mass Spectrom Rev. 2007;26(1):51–78.

    Article  CAS  Google Scholar 

  23. Nicholson JK, Lindon JC, Holmes E. 'Metabonomics': understanding the metabolic responses of living systems to pathophysiological stimuli via multivariate statistical analysis of biological NMR spectroscopic data. Xenobiotica. 1999;29(11):1181–9.

    Article  CAS  Google Scholar 

  24. Xia J, Wishart DS. Using Metabo analyst 3.0 for comprehensive metabolomics data analysis. Current protocols in. Bioinformatics. 2016;55:14 10 11–91.

    Google Scholar 

  25. Urry FM, Komaromy-Hiller G, Staley B, Crockett DK, Kushnir M, Nelson G, et al. Nitrite adulteration of workplace urine drug-testing specimens I. Sources and associated concentrations of nitrite in urine and distinction between natural sources and adulteration. J Anal Toxicol. 1998;22(2):89–95.

    Article  CAS  Google Scholar 

  26. Paul BD, Jacobs A. Effects of oxidizing adulterants on detection of 11-nor-delta9-THC-9-carboxylic acid in urine. J Anal Toxicol. 2002;26(7):460–3.

    Article  CAS  Google Scholar 

  27. Barri T, Dragsted LO. UPLC-ESI-QTOF/MS and multivariate data analysis for blood plasma and serum metabolomics: effect of experimental artefacts and anticoagulant. Anal Chim Acta. 2013;768:118–28.

    Article  CAS  Google Scholar 

  28. Yang Y, Cruickshank C, Armstrong M, Mahaffey S, Reisdorph R, Reisdorph N. New sample preparation approach for mass spectrometry-based profiling of plasma results in improved coverage of metabolome. J Chromatogr A. 2013;1300:217–26.

    Article  CAS  Google Scholar 

  29. Benton HP, Ivanisevic J, Mahieu NG, Kurczy ME, Johnson CH, Franco L, et al. Autonomous metabolomics for rapid metabolite identification in global profiling. Anal Chem. 2015;87(2):884–91.

    Article  CAS  Google Scholar 

  30. Bouatra S, Aziat F, Mandal R, Guo AC, Wilson MR, Knox C, et al. The human urine metabolome. PLoS One. 2013;8(9):e73076.

    Article  CAS  Google Scholar 

  31. Zydron M, Baranowski J, Baranowska I. Separation, pre-concentration, and HPLC analysis of methylxanthines in urine samples. J Sep Sci. 2004;27(14):1166–72.

    Article  CAS  Google Scholar 

  32. Kakimoto Y, Akazawa S. Isolation and identification of N-G,N-G- and N-GN'-G-dimethyl-arginine, N-epsilon-mono-, di-, and trimethyllysine, and glucosylgalactosyl- and galactosyl-delta-hydroxylysine from human urine. J Biol Chem. 1970;245(21):5751–8.

    CAS  Google Scholar 

  33. Kim KM, Henderson GN, Frye RF, Galloway CD, Brown NJ, Segal MS, et al. Simultaneous determination of uric acid metabolites allantoin, 6-aminouracil, and triuret in human urine using liquid chromatography-mass spectrometry. J Chromatogr B Analyt Technol Biomed Life Sci. 2009;877(1–2):65–70.

    Article  CAS  Google Scholar 

  34. West Cadwell NJ. Geigy scientific tables, Medical education div vol 1, vol. vol 29. 8th ed. Basel, Switzerland: Ciba-Geigy Corp.

  35. McMillan A, Renaud JB, Gloor GB, Reid G, Sumarah MW. Post-acquisition filtering of salt cluster artefacts for LC-MS based human metabolomic studies. J Cheminform. 2016;8(1):44.

    Article  CAS  Google Scholar 

  36. Grimsrud PA, Xie H, Griffin TJ, Bernlohr DA. Oxidative stress and covalent modification of protein with bioactive aldehydes. J Biol Chem. 2008;283(32):21837–41.

    Article  CAS  Google Scholar 

  37. Maples KR, Mason RP. Free radical metabolite of uric acid. J Biol Chem. 1988;263(4):1709–12.

    CAS  Google Scholar 

  38. Gomez-Ruiz JA, Leake DS, Ames JM. In vitro antioxidant activity of coffee compounds and their metabolites. J Agric Food Chem. 2007;55(17):6962–9.

    Article  CAS  Google Scholar 

  39. Leon-Carmona JR, Galano A. Uric and 1-methyluric acids: metabolic wastes or antiradical protectors? J Phys Chem B. 2011;115(51):15430–8.

    Article  CAS  Google Scholar 

  40. Pipolo S, Percudani R, Cammi R. Absolute stereochemistry and preferred conformations of urate degradation intermediates from computed and experimental circular dichroism spectra. Org Biomol Chem. 2011;9(14):5149–55.

    Article  CAS  Google Scholar 

  41. Tsai LS, ElSohly MA, Tsai SF, Murphy TP, Twarowska B, Salamone SJ. Investigation of nitrite adulteration on the immunoassay and GC-MS analysis of cannabinoids in urine specimens. J Anal Toxicol. 2000;24(8):708–14.

    Article  CAS  Google Scholar 

Download references

Acknowledgements

The authors would like to thank Lana Brockbals, Dr. Markus R. Baumgartner, and Dr. Christian Steuer for helpful discussions and express their gratitude to Emma Louise Kessler, MD for her generous legacy she donated to the Institute of Forensic Medicine at the University of Zurich, Switzerland for research purposes.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Andrea E. Steuer.

Ethics declarations

Conflict of interest

None.

Human and animal rights and informed consent

Authentic human urine samples were collected and analyzed anonymously from ten different healthy volunteers who provided written informed consent. According to Swissethics (Humanforschungsgesetz), no further ethical approval from the cantonal ethic commission is necessary if the research is not aiming to investigate diseases or functions of the human body as has been the case in the current study.

Electronic supplementary material

ESM 1

(DOCX 264 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Steuer, A.E., Arnold, K., Schneider, T.D. et al. A new metabolomics-based strategy for identification of endogenous markers of urine adulteration attempts exemplified for potassium nitrite. Anal Bioanal Chem 409, 6235–6244 (2017). https://doi.org/10.1007/s00216-017-0567-4

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00216-017-0567-4

Keywords

Navigation