Abstract
Liquid chromatography-tandem mass spectrometric method for analysis of 113 abuse drugs and their metabolites in human urine was developed and validated. A simple sample clean-up procedure using the “dilute and shoot” approach, followed by reversed phase separation, provided a fast and reliable method for routine analysis. Drugs were separated in a Capcell Pak MG-III C18 column using a gradient elution of 1 mM ammonium formate with 0.1% formic acid in water and acetonitrile. The total time for analysis was 32 min. The multiple reaction monitoring mode using two transitions (e.g., quantifier and qualifier) was optimized for both identification and determination. The calibration curves for each analyte were linear over the concentration ranges of 1–100, 5–100, or 10–100 ng/mL using 400 μL of human urine sample with the coefficient of determination above 0.9921. The coefficient of variation and accuracy for the intra- and inter-assays of the tested drugs at three QC levels were 1.1–14.6 and 86.7–106.8%, respectively. The present method was successfully applied to the analysis of forensic urine samples obtained from 17 drug abusers. This method is useful for the rapid and accurate determination of multiple drug abuse with a small amount of urine in forensic and clinical toxicology.
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Introduction
Classical illicit drugs such as amphetamine/methamphetamine, cannabis, cocaine, and opioid related substances have been frequently used as psychoactive drugs and have been the main focus of forensic toxicological laboratories. In recent years, new psychoactive substances, also known as ‘legal highs’, ‘designer drugs’, or ‘bath salts’, with the same biological targets as the classically illicit drugs, have become a global issue via their continual emergence on the recreational and illicit drug markets (UNODC 2013). Psychoactive substances including synthetic cannabinoids, synthetic cathinones, substituted phenethylamines, piperazines, tryptamines, piperidines, benzodiazepines, zolipdem, ketamine, and related substances, in addition to classical substances such as ethanol, cannabis, cocaine, and amphetamines, have been detected in both criminal and post-mortem caseworks (Hill and Thomas 2011; Elliott and Evans 2014; Helander et al. 2014).
There has been a steady increase in new psychoactive substances and nonmedical uses of psychoactive substances in the population. As a result, there has been a rapid development of analytical methods for the screening and simultaneous determination of chemically different psychoactive substances in both human blood and urine samples. Of particular note, there have been advances in analytical instrumentation, such as changing to liquid chromatography-tandem mass spectrometry (LC–MS/MS) and high resolution mass spectrometry (LC-HRMS) systems (Dresen et al. 2010; Favretto et al. 2013; Li et al. 2013; Tsai et al. 2013; Paul et al. 2014; Remane et al. 2014; Sempio et al. 2014; Shin et al. 2014; Tang et al. 2014; Concheiro et al. 2015; Adamowicz and Tokarczyk 2016) from traditional gas chromatography-mass spectrometry (GC–MS) systems. In addition, sample clean-up procedures such as solid-phase extraction (SPE) (Tang et al. 2014; Concheiro et al. 2015) are now used over protein precipitation (PPT) (Sempio et al. 2014; Adamowicz and Tokarczyk 2016) and liquid–liquid extraction (LLE) (Paul et al. 2014).
There are several considerations in selecting sample clean-up procedures for screening and confirmatory analysis for drugs of abuse. These include drug characteristics such as pH and hydrophobicity, as well as sample handling cost and time, and analytical purpose (i.e., identification vs. quantitation). Traditionally, an immunoassay followed by GC–MS analysis constituted the analytical methods used for screening and confirmatory analysis of drugs of abuse (Lachenmeier et al. 2006; von Mach et al. 2007). There is no doubt that LC–MS/MS is the most common method of confirmatory analysis (Kintz et al. 2005; Deveaux et al. 2008) and is increasingly used for screening applications in drugs of abuse.
For screening and quantitative applications of drugs of abuse, there are a few methods that are widely accepted. First, there is the targeted analysis, which uses a triple quadrupole mass analyzer in multiple reaction-monitoring (MRM) mode (i.e., multi-target screening). Second, there is a non-targeted analysis (i.e., general unknown screening), which is based on time-of-flight. Finally, there is the use of an orbitrap mass analyzer operated in high resolution accurate MS/MS (HRAM) mode (Mueller et al. 2005). There are pros and cons in using each mode. For example, MRM-based methodology is very fast, simple, and highly sensitive for the quantitative identification of targeted compounds, but is limited to only known compounds. On the other hand, HRAM mode, which is used in non-targeted analysis is highly attractive for investigating new or unknown drugs, but is generally more complicated, time consuming, and less sensitive for detecting compounds at levels as low as those that can be detected using MRM mode.
The purpose of the present study was to provide a general strategy or guidance for a fast, simple, selective, sensitive, and simultaneous screening and confirmatory analysis of 113 illicit drugs and their metabolites using LC–MS/MS operated in MRM mode. These drugs include 20 benzodiazepines and their 6 metabolites, 24 synthetic cannabinoids, 31 phenethylamines, cocaine and its two metabolites, 12 synthetic opioids, 7 piperazines, and 10 others. Human urine was chosen as the sample matrix in this study because these samples may contain both parent drug and metabolites, and can be collected non-invasively (Brown and Melton 2011). In addition, urine is widely accepted as the primary choice for forensic purposes (Humbert et al. 2014).
Materials and methods
Chemicals and reagents
Reference standards of 113 analytes and 13 internal standards (Table 1) were obtained from Cayman Chemical Company (Ann Arbor, MI, USA), Cerilliant (Austin, TX, USA), and Sigma-Aldrich (St. Louis, MO, USA). Acetonitrile and methanol (HPLC-grade) were obtained from J.T. Baker (Phillipsburg, NJ, USA). Deionized water was prepared using the Direct-Q water purification system (Millipore, Gedford, MA, USA). Ammonium formate and formic acid were obtained from Sigma-Aldrich (St. Louis, MO, USA). Drug-free urine samples were obtained from members of our laboratory staff.
Preparation of calibration standards and quality control samples
Stock solutions (1 mg/mL) of each analyte were prepared in methanol. Mixed stock solution (5 μg/mL) was prepared by adding 5 μL of 113 stock solutions to 435 μL methanol. Working standard mixture solutions of 10, 20, 30, 50, 100, 150, 200, 300, 400, 600, 700, 800, and 1000 ng/mL were prepared in solution by serial dilution of the mixed stock solution (5 μg/mL) with methanol. Internal standard (IS) stock solutions (10–100 μg/mL) were prepared in methanol and a working IS mixture solution (0.1–2 μg/mL) was prepared in methanol by adding individual IS. All solutions were stored at −20 °C.
Human urine calibration standards at concentrations of 1, 2, 5, 10, 20, 40, 60, 80, and 100 ng/mL were prepared by adding 40 μL of the working standard solutions (10, 20, 50, 100, 200, 400, 600, 800 and 1000 ng/mL) to 360 μL of drug-free human urine. The quality control (QC) samples were prepared at 3 (low 1 QC), 15 (low 2 QC), 30 (low 3 QC), and 70 (high QC) ng/mL by combining 40 μL of the appropriate working standard mixture solutions (30, 150, 300, and 700 ng/mL) with 360 μL of drug-free human urine. QC samples were stored at −80 °C until further analysis.
Sample preparation
Four hundred microliter of human blank urine, calibration standards, and QC samples were vortex-mixed with 40 μL of IS mixture solution for 3 min at high speed. After centrifugation at 50,000g and 4 °C for 5 min, 5 μL of the supernatant was injected into LC–MS/MS.
LC–MS analysis
The LC–MS/MS system consisted of an Agilent 1200 series (Agilent Technologies, Santa Clara, USA) system coupled with an API 3200 Q Trap triple-quadrupole mass spectrometer (ABSCIEX, Foster city, CA, USA) equipped with a Turbo V Ion Spray source. Separation was performed on a Capcell Pak MG-III C18 (5 μm, 2.0 mm i.d. × 150 mm, Shiseido, Japan) using a gradient elution of 1 mM ammonium formate with 0.1% formic acid in water (mobile phase A) and acetonitrile (mobile phase B) at a flow rate of 0.2 mL/min, 10% mobile phase B for 1 min, 10–60% mobile phase B for 11 min, 60–90% mobile phase B for 4 min, 90% mobile phase B for 9 min, 90–10% mobile phase B for 1 min, and 10% mobile phase B for 6 min. The column and autosampler temperatures were 40 and 6 °C, respectively. The analytical run time was 32.0 min. The positive electrospray ionization (ESI) settings for analysis of the analytes and IS were as follows: ion source gas 1 (nebulizer gas), 60 (arbitrary units); ion source gas 2 (turbo heater gas), 55 (arbitrary units); curtain gas, 20 (arbitrary units); turbo-gas temperature, 500 °C; ion spray voltage, 5500 V. MRM mode was used for quantification (Table 1). Analyst 1.5.1 software was used for the LC–MS/MS system control and data processing. Similarly, a Q-Exactive orbitrap mass spectrometer equipped with an Accela UPLC system (Thermo Fisher Scientific Inc., Waltham, MA, USA) was used. The ESI source settings were as follows: sheath gas flow rate, 35 (arbitrary units); auxiliary gas flow rate, 15 (arbitrary units); spray voltage, 4 kV; capillary voltage, 90 V; tube lens voltage, 125 V; skimmer voltage, 28 V; heater temperature, 350 °C. Full MS scan data were obtained from m/z 100 to 500 at a resolution of 70,000, while data-dependent MS/MS spectra data were acquired at a resolution of 35,000 using a normalized collision energy of 45 eV. Data were acquired using Xcalibur software (Thermo Fisher Scientific Inc.).
Method validation
To complete the method validation, the batches consisting of triplicate calibration standards from the range of 1–100 ng/mL and six replicates of low (3, 15, or 30 ng/mL) and high (70 ng/mL) QC samples were analyzed on three consecutive days. Precision was indicated by the coefficient of variation (CV) and accuracy by the percentage of the measured mean from the nominal values. For the evaluation of carryover effect, blank urine samples were injected between high QC samples.
The matrix effect was studied by post-column infusion of each analyte using a Harvard syringe pump at a flow rate of 10 μL/min after the pre-treated urine sample was injected. The most intense MRM transition for each analyte was monitored.
For the evaluation of long-term storage stability and short-term storage stability, six replicates of the QC samples at low (3, 15, or 30 ng/mL) and high concentrations (70 ng/mL) were stored at −80 °C for 28 days or 4 °C for 24 h before processing, respectively. Post-extraction batch integrity was determined by batch reinjection after 36 h of storage in the auto-sampler.
Method application
The validated method was applied to urine samples (n = 17) from suspicious drug abusers apprehended by the Narcotics Departments at the District Prosecutors’ Offices in the Seoul metropolitan area. All urine samples were processed according to described sample preparation and were analyzed by LC–MS/MS.
Results
Liquid chromatography
The optimization of LC separation involving multiple analytes generally leads to time consuming attempts at testing different sets of LC columns and mobile phases. Several LC columns were tested using common LC–MS/MS mobile phase combinations. These included water and organic solutions (methanol or acetonitrile) with formic acid (0.1 or 0.5%) and/or ammonium formate (10 or 50 mM) as additives. A reversed phase type column was initially tested and substances including benzodiazepines, anoretics, synthetic cannabinoids, opioids, and cocaines and their metabolites showed adequate retention and peak shapes on a Capcell Pak MG-III C18 column (5 μm, 2.0 mm i.d. × 150 mm, Shiseido, Japan) using a gradient elution of 1 mM ammonium formate—0.1% formic acid and acetonitrile. This was adequate compared to Poroshell C18 (2.7 μm, 2.1 mm i.d. × 100 mm, Agilent, USA), Scherzo C18 (3 μm, 2.0 mm i.d. × 75 mm, Imtakt, USA), Atlantis dC18 (3 μm, 4.6 mm i.d. × 100 mm, Waters, USA) and X-bridge C8 (3 μm, 3.5 mm i.d. × 150 mm, Waters, USA). Phenyl, HILIC, and PFP columns showed little or no retention, excessive equilibration time, deteriorating peak shape, as well as severe peak tailing for some compounds under the optimized mobile phase composition. No further optimization was investigated. The retention times of the analytes are shown in Table 1 and Fig. 1. Total analysis time was 32 min, which included a 6 min equilibrium cycle before the subsequent injection.
Mass spectrometry
The final item that should be considered for developing an MS-based analytical method is selecting an adequate mass analyzer for analytical requirements. To select an adequate mass analyzer for screening and confirmatory analysis, triple quadrupole-based MRM and orbitrap-based HRAM scan modes were evaluated in this study. Based on instrumental capabilities, both mass analyzers were comparable on the limit of quantitation, linear dynamic range, and matrix interference effects (data not shown). The orbitrap analyzer has distinct advantages with respect to accuracy and retrospective data analysis. However, the triple quadrupole mass analyzer demonstrated better data processing time, daily maintenance such as mass calibration, instrumental robustness, and operational cost. Further investigation was performed on analytes in the urine with the triple quadrupole analyzer and MRM mode using two characteristic transitions for quantification (quantifier in Table 1) and confirmation (qualifier in Table 1). The MS/MS parameters for each analyte were optimized by the flow-injection method to achieve maximum sensitivity (Table 1).
Method validation
Calibration curves for the analytes were linear in the range of the tested concentrations of 1–100, 5–100, 10–100, or 1–40 ng/mL with the coefficient of determination (r 2) ≥ 0.9921 (Table 2). The lower limit of quantification (LLOQ) for the analytes was set at 1, 5, or 10 ng/mL using 400 μL of human urine with a signal-to-noise ratio higher than 10.
The intra- and inter-day precision and accuracy data at low and high QC levels containing the 113 analytes are summarized in Table 2. Both intra- and inter-day CV values for the 113 analytes ranged from 1.1 to 14.6%. Intra- and inter-assay accuracy values ranged from 86.7 to 106.8%. These results indicated that the accuracy and precision of the present method were acceptable.
In the analysis of the blank urine samples obtained from ten volunteers, there were no significant interference peaks observed at the retention times of the analytes, indicating the selectivity of the present method (Fig. 1a). Sample carryover effects were not observed.
Significant ion suppression or enhancement were not observed at the retention time of each analyte. This was evaluated during post-column infusion of each analyte following the injection of pretreated urine samples (Fig. 2). This result indicated that the matrix effects of the analytes have little effect on the determination of each analyte. High-speed centrifugation at 50,000g, following the addition of a small amount of deuterated internal standard mixture solution, was used to make the sample preparation. This process decreased both sample preparation time and sample loss.
The stability of processing (long-term storage at −80 °C and short-term storage at 4 °C) and chromatography (re-injection) were evaluated and shown to be of insignificant effect (Table 2). Specifically, long-term storage at −80 °C for 28 days and short-term storage of QC samples at 4 °C for 24 h, at both low and high concentrations prior to analysis, had little effect on quantification. Re-analysis of the pretreated urine samples stored for 36 h at 6 °C showed acceptable accuracy and precision of the QC samples.
Some compounds failed to meet validation acceptance criteria. These including 6-acetylmorphine, cannabidiol, cannabinol, codeine, HU-210, morphine, N-hydroxyphentermine, norcodeine, delta-9-tetrahydrocannabinol, 11-nor-9-carboxy-delta-9-tetrahydrocannabinol, zopiclone, zopiclone N-oxide, 4-fluoromethcatninone, 5-fluoro-THJ, ADB-PINACA N-(5-hydroxypentyl), JWH-018, JWH-019, methcathinone, SER-601, PB-22, and psilocin. It is possible to detect these compounds using this method, but a separate approach should be made for their quantitation.
Real sample analysis
The validated method was applied successfully to analyze forensic urine samples obtained from 17 suspicious drug abusers. Figure 1f shows representative MRM chromatograms of urine samples from a drug abuser. The identification and quantification results of the analytes in urine samples are summarized in Table 3. Drug abuse was frequently related to multi-drug consumptions with different chemical groups and, therefore, this LC–MS/MS method seemed to be appropriate for the simultaneous identification and quantification of various drugs of abuse.
Discussion
When developing a method for forensic analysis, there are some items that should first be considered. Specifically, the analytical requirement should be defined and it should be confirmed that the method under consideration is suitable for purposes such as screening or quantitation. Depending on the analytical requirement, a sample cleanup screen should be carefully selected, which is particularly important for LC separation. There are hundreds of different types of interference that can occur with the use of biological matrices such as urine. As such, it is difficult to identify the target analyte using the resulting complex chromatograms. SPE and LLE generally provide cleaner sample extracts than a dilute and shoot method based on a PPT scheme. However, small charged hydrophilic drugs often lead to poor recovery in SPE or LLE. This is particularly the case for the amphetamine and cathinone-type substances investigated in this study. The dilute and shoot scheme used in this study is relatively simple and generates clean sample extracts, which are suitable for rapid analysis. Matrix effects were not observed and easily minimized by employing stable isotope-labeled internal standards. It is safe to conclude that a PPT-based sample cleanup procedure, such as the dilute and shoot or QuEChERS type schemes, should be considered for multiple drug analysis involving different classes of substances.
If the analytical requirement for a particular study is to characterize or structurally elucidate new drugs of abuse, an HRAM analyzer must be employed. Forensic analysts should be aware that there is no concept that pertains to screening a new compound, since characterizing a new compound is a completely different area and requires more than a simple screening approach. Both triple quadrupole and HRAM analyzers are powerful analytical tools for general screening or confirming purposes, despite the many tradeoffs between these two mass analyzers. For screening and confirming approximately 300 or fewer compounds, the triple quadrupole analyzer would be the better fit for performing routine analysis.
Based on this study, a simple guideline for selecting a rapid screening method for drugs of abuse can be proposed. First, the sample clean-up process should be a universal method and “dilute and shoot” approach would be an adequate starting point. Generalized HPLC column selection should be considered and a reversed phase type column, especially C18 column would serve the analytical purpose well. Finally, a targeted screening method employing MRM transition mode would be a good choice for screening and confirmation purpose.
In conclusion, a rapid and simple LC–MS/MS method for the simultaneous determination of 113 drugs and their metabolites used for drug-facilitated crimes and toxicities in human urine was developed. This method was created using high-speed centrifugation at 50,000g after the addition of a small amount of deuterated internal standard mixture solution as sample preparation. This study demonstrated the simplicity, selectivity, reproducibility, stability, and applicability of the present method in the analysis of 17 forensic urine samples. This method is useful for rapid and accurate determination of multiple drug abuse using a small amount of urine in forensic and clinical toxicology.
References
Adamowicz P, Tokarczyk B (2016) Simple and rapid screening procedure for 143 new psychoactive substances by liquid chromatography-tandem mass spectrometry. Drug Test Anal 8:652–667
Brown SD, Melton TC (2011) Trends in bioanalytical methods for the determination and quantification of club drugs: 2000–2010. Biomed Chromatogr 25:300–321
Concheiro M, Castaneto M, Kronstrand R, Huestis MA (2015) Simultaneous determination of 40 novel psychoactive stimulants in urine by liquid chromatography-high resolution mass spectrometry and library matching. J Chromatogr A 1397:32–42
Deveaux M, Cheze M, Pépin G (2008) The role of liquid chromatography-tandem mass spectrometry (LC–MS/MS) to test blood and urine samples for the toxicological investigation of drug-facilitated crimes. Ther Drug Monit 30:225–228
Dresen S, Ferreiros N, Gnann H, Zimmermann R, Weinmann W (2010) 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 396:2425–2434
Elliott S, Evans J (2014) A 3-year review of new psychoactive substances in casework. Forensic Sci Int 243:55–60
Favretto D, Pascali JP, Tagliaro F (2013) New challenges and innovation in forensic toxicology: focus on the “new psychoactive substances”. J Chromatogr A 1287:84–95
Helander A, Backberg M, Hulten P, Al-Saffar Y, Beck O (2014) Detection of new psychoactive substance use among emergency room patients: results from the Swedish STRIDA project. Forensic Sci Int 243:23–29
Hill SL, Thomas SH (2011) Clinical toxicology of newer recreational drugs. Clin Toxicol 49:705–719
Humbert L, Hoizey G, Lhermitte M (2014) Drugs involved in drug-facilitated crimes (DFC): analytical aspects: 1—blood and urine. In: Kintz P (ed) Toxicological aspects of drug-facilitated crimes. Academic Press, Oxford, pp 159–180
Kintz P, Villain M, Dumestre-Toulet V, Ludes B (2005) Drug-facilitated sexual assault and analytical toxicology: the role of LC–MS/MS: a case involving zolpidem. J Clin Forensic Med 12:36–41
Lachenmeier K, Musshoff F, Madea B (2006) Determination of opiates and cocaine in hair using automated enzyme immunoassay screening methodologies followed by gas chromatographic–mass spectrometric (GC–MS) confirmation. Forensic Sci Int 159:189–199
Li X, Shen B, Jiang Z, Huang Y, Zhuo X (2013) Rapid screening of drugs of abuse in human urine by high-performance liquid chromatography coupled with high resolution and high mass accuracy hybrid linear ion trap-Orbitrap mass spectrometry. J Chromatogr A 1302:95–104
Mueller C, Weinmann W, Dresen S, Schreiber A, Gergov M (2005) Development of a multi-target screening analysis for 301 drugs using a QTrap liquid chromatography/tandem mass spectrometry system and automated library searching. Rapid Commun Mass Spectrom 19:1332–1338
Paul M, Ippisch J, Herrmann C, Guber S, Schultis W (2014) Analysis of new designer drugs and common drugs of abuse in urine by a combined targeted and untargeted LC-HR-QTOFMS approach. Anal Bioanal Chem 406:4425–4441
Remane D, Wetzel D, Peters FT (2014) Development and validation of a liquid chromatography-tandem mass spectrometry (LC–MS/MS) procedure for screening of urine specimens for 100 analytes relevant in drug-facilitated crime (DFC). Anal Bioanal Chem 406:4411–4424
Sempio C, Morini L, Vignali C, Groppi A (2014) Simple and sensitive screening and quantitative determination of 88 psychoactive drugs and their metabolites in blood through LC–MS/MS: application on postmortem samples. J Chromatogr B 970:1–7
Shin M, Ji D, Kang S, Yang W, Choi H, Lee S (2014) Screening of multiple drugs of abuse and metabolites in urine using LC/MS/MS with polarity switching electrospray ionization. Arch Pharm Res 37:760–772
Tang MH, Ching CK, Lee CY, Lam YH, Mak TW (2014) Simultaneous detection of 93 conventional and emerging drugs of abuse and their metabolites in urine by UHPLC-MS/MS. J Chromatogr B 969:272–284
Tsai IL, Weng TI, Tseng YJ, Tan HK, Sun HJ, Kuo CH (2013) Screening and confirmation of 62 drugs of abuse and metabolites in urine by ultra-high-performance liquid chromatography–quadrupole time-of-flight mass spectrometry. J Anal Toxicol 37:642–651
United Nations Office on Drugs and Crime (2013) The challenges of new psychoactive substances. http://www.unodc.org/documents/scientific/NPS_Report.pdf
Von Mach MA, Weber C, Meyer MR, Weilemann LS, Maurer HH, Peters FT (2007) Comparison of urinary on-site immunoassay screening and gas chromatography-mass spectrometry results of 111 patients with suspected poisoning presenting at an emergency department. Ther Drug Monit 29:27–39
Acknowledgements
This work was supported by the National Research Foundation of Korea (NRF) Grant funded by the Korea government (MSIP) (NRF-2015M3A9E1028325) and Supreme Prosecutors’ Office of Korea.
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Kong, T.Y., Kim, J.H., Kim, J.Y. et al. Rapid analysis of drugs of abuse and their metabolites in human urine using dilute and shoot liquid chromatography–tandem mass spectrometry. Arch. Pharm. Res. 40, 180–196 (2017). https://doi.org/10.1007/s12272-016-0862-1
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DOI: https://doi.org/10.1007/s12272-016-0862-1