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Dagan S, Marder D, Tzanani N, Drug E, Prihed H, Yishai-Aviram L. Evaluation of Matrix Complexity in Nontargeted Analysis of Small-Molecule Toxicants by Liquid Chromatography-High-Resolution Mass Spectrometry. Anal Chem 2023; 95:7924-7932. [PMID: 37167435 DOI: 10.1021/acs.analchem.3c00413] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
Complex mixtures, characterized by high density of compounds, challenge trace detection and identification. This is further exacerbated in nontargeted analysis, where a compound of interest may be well hidden under thousands of matrix compounds. We studied the effect of matrix complexity on nontargeted detection (peak picking) by LC-MS/MS (Orbitrap) analysis. A series of ∼20 drugs, V-type chemical warfare agents and pesticides, simulating toxic unknowns, were spiked at various concentrations in several complex matrices including urine, rosemary leaves, and soil extracts. Orbitrap "TraceFinder" software was used to explore their peak intensities in relation to the matrix (peak location in an intensity-sorted list). Average practical detection limits of nontargets were determined. While detection among the first 10,000 peaks was achieved at 0.3-1 ng/mL levels in the extract, for the more realistic "top 1000" list, much higher concentrations were required, approaching 10-30 ng/mL. A negative power law functional dependence between the peak location in an intensity-sorted suspect list and the nontarget concentration is proposed. Controlled complexity was explored with a series of urine dilutions, resulting in an excellent correlation between the power law coefficient and dilution factor. The intensity distribution of matrix peaks was found to spread (unevenly) on a broad range, fitting well the Weibull distribution function with all matrices and extracts. The quantitative approach demonstrated here gives a measure of the actual capabilities and limitations of LC-MS in the analysis of nontargets in complex matrices. It may be used to estimate and compare the complexity of matrices and predict the typical detection limits of unknowns.
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Affiliation(s)
- Shai Dagan
- Analytical Chemistry Department, Israel Institute for Biological Research (IIBR), Ness Ziona 7410001, Israel
| | - Dana Marder
- Analytical Chemistry Department, Israel Institute for Biological Research (IIBR), Ness Ziona 7410001, Israel
| | - Nitzan Tzanani
- Analytical Chemistry Department, Israel Institute for Biological Research (IIBR), Ness Ziona 7410001, Israel
| | - Eyal Drug
- Analytical Chemistry Department, Israel Institute for Biological Research (IIBR), Ness Ziona 7410001, Israel
| | - Hagit Prihed
- Analytical Chemistry Department, Israel Institute for Biological Research (IIBR), Ness Ziona 7410001, Israel
| | - Lilach Yishai-Aviram
- Analytical Chemistry Department, Israel Institute for Biological Research (IIBR), Ness Ziona 7410001, Israel
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Klingberg J, Keen B, Cawley A, Pasin D, Fu S. Developments in high-resolution mass spectrometric analyses of new psychoactive substances. Arch Toxicol 2022; 96:949-967. [PMID: 35141767 PMCID: PMC8921034 DOI: 10.1007/s00204-022-03224-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 01/12/2022] [Indexed: 11/17/2022]
Abstract
The proliferation of new psychoactive substances (NPS) has necessitated the development and improvement of current practices for the detection and identification of known NPS and newly emerging derivatives. High-resolution mass spectrometry (HRMS) is quickly becoming the industry standard for these analyses due to its ability to be operated in data-independent acquisition (DIA) modes, allowing for the collection of large amounts of data and enabling retrospective data interrogation as new information becomes available. The increasing popularity of HRMS has also prompted the exploration of new ways to screen for NPS, including broad-spectrum wastewater analysis to identify usage trends in the community and metabolomic-based approaches to examine the effects of drugs of abuse on endogenous compounds. In this paper, the novel applications of HRMS techniques to the analysis of NPS is reviewed. In particular, the development of innovative data analysis and interpretation approaches is discussed, including the application of machine learning and molecular networking to toxicological analyses.
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Affiliation(s)
- Joshua Klingberg
- Australian Racing Forensic Laboratory, Racing NSW, Sydney, NSW, 2000, Australia.
| | - Bethany Keen
- Centre for Forensic Science, University of Technology Sydney, Broadway, NSW, 2007, Australia
| | - Adam Cawley
- Australian Racing Forensic Laboratory, Racing NSW, Sydney, NSW, 2000, Australia
| | - Daniel Pasin
- Section of Forensic Chemistry, Department of Forensic Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Shanlin Fu
- Centre for Forensic Science, University of Technology Sydney, Broadway, NSW, 2007, Australia
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Wang F, Yang S, Zhou X, Feng J, Tang T, Li T. [Integrated multi-column two-dimensional liquid chromatographic system for determination of amisulpride in serum]. Se Pu 2021; 39:197-202. [PMID: 34227352 PMCID: PMC9274835 DOI: 10.3724/sp.j.1123.2020.07035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
快速准确的治疗药物监测对于临床上确保患者用药有效性及安全性至关重要,同时也能够确定患者用药依从性,制定个性化给药方案。该文以两支疏水性略有差异的反相分离柱Supersil ODS2和SinoChrom ODS-BP,及强阳离子交换捕集柱Supersil SCX构建了基于集成化的多柱二维液相色谱系统。通过二维色谱接口,以pH 3.0的磷酸缓冲液调整第一维分离后的洗脱液组成,降低有机相含量并维持pH,改善了中心切割模式下样品转移和捕集的效率。利用该多柱二维液相色谱系统发展了血清中氨磺必利的二维液相色谱检测方法,血清样品经过高氯酸和甲醇混合液沉淀蛋白质并离心后直接300 μL大体积进样,以乙腈/磷酸缓冲液(25 mmol/L, pH 3.0)(20/80, v/v)作为第一维分离流动相,磷酸缓冲液(25 mmol/L, pH 3.0)作为捕集过程的稀释流动相,乙腈/磷酸缓冲液(25 mmol/L, pH 7.0)(25/75, v/v)作为第二维分离流动相,12 min内即可完成分析。方法在10~200 ng/mL的范围内线性相关性良好(r=0.9998)。样品在50 ng/mL和100 ng/mL两个加标浓度下的回收率稳定,在73.7%~76.8%之间。方法的检出限为7.28 ng/mL,定量限为24.27 ng/mL,能够满足《神经精神药理学治疗药物检测共识指南》中推荐的药物监控范围要求。由于该系统日常使用及维护成本较低,且能够实现自动化分析,故该方法适合在临床上用于治疗药物监测研究。
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Affiliation(s)
- Fenglin Wang
- Dalian Elite Analytical Instruments Co., Ltd., Dalian 116023, China
| | - Sandong Yang
- Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, Suzhou 215163, China
| | - Xinying Zhou
- Dalian Elite Analytical Instruments Co., Ltd., Dalian 116023, China
| | - Jiao Feng
- Dalian Elite Analytical Instruments Co., Ltd., Dalian 116023, China
| | - Tao Tang
- Dalian Elite Analytical Instruments Co., Ltd., Dalian 116023, China
| | - Tong Li
- Dalian Elite Analytical Instruments Co., Ltd., Dalian 116023, China
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7
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Zhou W, Wang PG. Simultaneous determination of multi-class active pharmaceutical ingredients by UHPLC-HRMS. J Pharm Biomed Anal 2021; 202:114160. [PMID: 34051485 DOI: 10.1016/j.jpba.2021.114160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Revised: 04/27/2021] [Accepted: 05/19/2021] [Indexed: 11/27/2022]
Abstract
In this work, a UHPLC-HRMS method using a quadrupole-orbitrap mass spectrometer has been developed for the detection and quantification of 47 compounds. These compounds include a range of chemical structures and properties and are popularly referred to as active pharmaceutical ingredients (API). The APIs selected have historically been incorporated into a variety of products commonly marketed towards acne, hair loss, male erectile dysfunction, and skin whitening. A fast ultrasound-assisted extraction (UAE) procedure without sample cleanup was developed and a high-resolution product ion spectral library was generated for compound verification in complex matrices. Collision energies were optimized for all analytes to overcome the limitations by applying stepped collision energies, such as insufficient fragmentation and excessive fragmentation without molecular ion information. Higher HRMS2 spectra matching scores (0.6 or above) were obtained for the analytes in the tested complex matrices. Eleven representative stable isotopically labeled API analogs were used as internal standards to compensate for the influence of complex matrices, such as shampoo and creams, and as an instrument quality control. One-hundred products with complex matrices were analyzed using the validated UHPLC-HRMS method. Eight APIs (ketoconazole, hydroquinone, salicylic acid, benzocaine, progesterone, azelaic acid, lidocaine, and minoxidil) were identified in 26 out of 100 products ranging from 103 μg/g to 156,000 μg/g.
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Affiliation(s)
- Wanlong Zhou
- CFSAN, Food and Drug Administration, College Park, MD, United States.
| | - Perry G Wang
- CFSAN, Food and Drug Administration, College Park, MD, United States
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Dos Santos NA, Macrino CJ, Allochio Filho JF, Gonçalves FF, Almeida CM, Agostini F, Guizolfi T, Moura S, Lacerda V, Filgueiras PR, Ortiz RS, Romão W. Exploring the chemical profile of designer drugs by ESI(+) and PSI(+) mass spectrometry-An approach on the fragmentation mechanisms and chemometric analysis. JOURNAL OF MASS SPECTROMETRY : JMS 2020; 55:e4596. [PMID: 32729201 DOI: 10.1002/jms.4596] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/08/2020] [Revised: 06/11/2020] [Accepted: 06/16/2020] [Indexed: 06/11/2023]
Abstract
The consumption of design drugs, frequently known as new psychoactive substances (NPS), has increased considerably worldwide, becoming a severe issue for the responsible governmental agencies. These illicit substances can be defined as synthetic compounds produced in clandestine laboratories in order to act as analogs of schedule drugs mimetizing its chemical structure and improving its pharmacological effects while hampering the control and making regulation more complicated. In this way, the development of new methodologies for chemical analysis of NPS drugs is indispensable to determine a novel class of drugs arising from the underground market. Therefore, this work shows the use of high-resolution mass spectrometry Fourier transform ion cyclotron resonance mass spectrometry (FT-ICR MS) applying different ionization sources such as paper spray ionization (PSI) and electrospray ionization (ESI) in the evaluation of miscellaneous of seized drugs samples as blotter paper (n = 79) and tablet (n = 100). Also, an elucidative analysis was performed by ESI(+)MS/MS experiments, and fragmentation mechanisms were proposed to confirm the chemical structure of compounds identified. Besides, the results of ESI(+) and PSI(+)-FT-ICR MS were compared with those of GC-MS, revealing that ESI(+)MS showed greater detection efficiency among the methodologies employed in this study. Moreover, this study stands out as a guide for the chemical analysis of NPS drugs, highlighting the differences between the techniques of ESI(+)-FT-ICR MS, PSI(+)-FT-ICR MS, and GC-MS.
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Affiliation(s)
- Nayara A Dos Santos
- Laboratório de Petroleômica e Forense, Universidade Federal do Espírito Santo (UFES), Avenida Fernando Ferrari, 514, Goiabeiras, Vitória, ES, CEP: 29075-910, Brazil
- Instituto Nacional de Ciência e Tecnologia Forense (INCT Forense), Vitoria, Brazil
| | - Clebson J Macrino
- Laboratório de Petroleômica e Forense, Universidade Federal do Espírito Santo (UFES), Avenida Fernando Ferrari, 514, Goiabeiras, Vitória, ES, CEP: 29075-910, Brazil
- Instituto Nacional de Ciência e Tecnologia Forense (INCT Forense), Vitoria, Brazil
| | - João Francisco Allochio Filho
- Laboratório de Petroleômica e Forense, Universidade Federal do Espírito Santo (UFES), Avenida Fernando Ferrari, 514, Goiabeiras, Vitória, ES, CEP: 29075-910, Brazil
- Instituto Nacional de Ciência e Tecnologia Forense (INCT Forense), Vitoria, Brazil
- Instituto Federal do Espírito Santo (IFES), Rodovia BR-101 Norte, Km 58, Litorâneo, São Mateus, Espírito Santo, 29932-540, Brazil
| | - Fernanda F Gonçalves
- Laboratório de Petroleômica e Forense, Universidade Federal do Espírito Santo (UFES), Avenida Fernando Ferrari, 514, Goiabeiras, Vitória, ES, CEP: 29075-910, Brazil
| | - Camila M Almeida
- Laboratório de Petroleômica e Forense, Universidade Federal do Espírito Santo (UFES), Avenida Fernando Ferrari, 514, Goiabeiras, Vitória, ES, CEP: 29075-910, Brazil
- Instituto Nacional de Ciência e Tecnologia Forense (INCT Forense), Vitoria, Brazil
| | - Fabiana Agostini
- Instituto Nacional de Ciência e Tecnologia Forense (INCT Forense), Vitoria, Brazil
- Laboratório de Biotecnologia de Produtos Naturais e Sintéticos, Instituto de Biotecnologia, Universidade de Caxias do Sul, Caxias do Sul, Rio Grande do Sul, 95020260, Brazil
| | - Tainara Guizolfi
- Instituto Nacional de Ciência e Tecnologia Forense (INCT Forense), Vitoria, Brazil
- Laboratório de Biotecnologia de Produtos Naturais e Sintéticos, Instituto de Biotecnologia, Universidade de Caxias do Sul, Caxias do Sul, Rio Grande do Sul, 95020260, Brazil
| | - Sidnei Moura
- Instituto Nacional de Ciência e Tecnologia Forense (INCT Forense), Vitoria, Brazil
- Laboratório de Biotecnologia de Produtos Naturais e Sintéticos, Instituto de Biotecnologia, Universidade de Caxias do Sul, Caxias do Sul, Rio Grande do Sul, 95020260, Brazil
| | - Valdemar Lacerda
- Laboratório de Petroleômica e Forense, Universidade Federal do Espírito Santo (UFES), Avenida Fernando Ferrari, 514, Goiabeiras, Vitória, ES, CEP: 29075-910, Brazil
| | - Paulo R Filgueiras
- Laboratório de Petroleômica e Forense, Universidade Federal do Espírito Santo (UFES), Avenida Fernando Ferrari, 514, Goiabeiras, Vitória, ES, CEP: 29075-910, Brazil
| | - Rafael S Ortiz
- Instituto Nacional de Ciência e Tecnologia Forense (INCT Forense), Vitoria, Brazil
- Superintendência da Polícia Federal no Rio Grande Sul, Porto Alegre, Rio Grande do Sul, Brazil
| | - Wanderson Romão
- Laboratório de Petroleômica e Forense, Universidade Federal do Espírito Santo (UFES), Avenida Fernando Ferrari, 514, Goiabeiras, Vitória, ES, CEP: 29075-910, Brazil
- Instituto Nacional de Ciência e Tecnologia Forense (INCT Forense), Vitoria, Brazil
- Instituto Federal do Espírito Santo (IFES), Av. Ministro Salgado Filho, Soteco, Vila Velha, Espírito Santo, 29106-010, Brazil
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