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Mandal V, Ajabiya J, Khan N, Tekade RK, Sengupta P. Advances and challenges in non-targeted analysis: An insight into sample preparation and detection by liquid chromatography-mass spectrometry. J Chromatogr A 2024; 1737:465459. [PMID: 39476774 DOI: 10.1016/j.chroma.2024.465459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2024] [Revised: 10/16/2024] [Accepted: 10/17/2024] [Indexed: 11/10/2024]
Abstract
Unknown impurities, metabolites and harmful pollutants present in pharmaceutical products, biological and environmental samples, respectively are of high concern in terms of their detection and quantification. The targeted analysis aims to quantify known chemical entities, but it lacks the ability to identify unknown components present in a sample. Non-targeted analysis is an analytical approach that can be made applicable to various disciplines of science to effectively search for unknown chemical, biological, or environmental entities that can answer various baffling mysteries of research. It employs various high-end analytical techniques that can specifically screen out multiple unknown compounds from complex mixtures. Non-targeted analysis is also applicable for complex studies such as metabolomics to search unidentified metabolites of new chemical entities. This review critically discusses the current advancements in non-targeted analysis related to the analysis of pharmaceutical, biological, and environmental samples. Various steps like sample collection, handling, preparation, extraction, its analysis using advanced techniques like high-resolution mass spectrometry, liquid chromatography mass spectrometry, and lastly interpretation of the huge amounts of complex data obtained upon analysis of complex matrices have been discussed broadly in this article. Besides the advantages of non-targeted analysis over targeted analysis, limitations, bioinformatics tools, sources of error, and research gaps have been critically analyzed.
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Affiliation(s)
- Vivek Mandal
- National Institute of Pharmaceutical Education and Research-Ahmedabad (NIPER-A), An Institute of National Importance, Government of India, Palaj, Gandhinagar, Gujarat 382355, India
| | - Jinal Ajabiya
- National Institute of Pharmaceutical Education and Research-Ahmedabad (NIPER-A), An Institute of National Importance, Government of India, Palaj, Gandhinagar, Gujarat 382355, India
| | - Nasir Khan
- National Institute of Pharmaceutical Education and Research-Ahmedabad (NIPER-A), An Institute of National Importance, Government of India, Palaj, Gandhinagar, Gujarat 382355, India
| | - Rakesh K Tekade
- National Institute of Pharmaceutical Education and Research-Ahmedabad (NIPER-A), An Institute of National Importance, Government of India, Palaj, Gandhinagar, Gujarat 382355, India
| | - Pinaki Sengupta
- National Institute of Pharmaceutical Education and Research-Ahmedabad (NIPER-A), An Institute of National Importance, Government of India, Palaj, Gandhinagar, Gujarat 382355, India.
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2
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Hsu PC, Urban PL. Electric Field-Modulated Electrospray Ionization Mass Spectrometry for Quantity Calibration and Mass Tracking. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2024; 35:2064-2072. [PMID: 38787936 PMCID: PMC11378279 DOI: 10.1021/jasms.4c00091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2024]
Abstract
Analyses conducted by electrospray ionization (ESI) mass spectrometry (MS) typically entail performing a number of preparatory steps, which include quantity calibration and mass calibration. Quantity calibration can be affected by signal noise, while mass calibration can be affected by instrumental drift if analyses are performed over an extended period of time. Here, we present two methods for achieving these calibrations using modulation of electrospray plume by alternating electric fields and demodulating the resulting MS ion currents. For this purpose, we use an ESI source fitted with three ring electrodes between the electrospray emitter and the mass spectrometer's inlet. One of these electrodes is supplied with a sine electric signal. Optionally, a nanoESI emitter is also placed between the ring electrodes and the mass spectrometer's orifice to supply calibrant ions. The ion currents, recorded with this setup, present wave-like features. In the first variant, using a triple quadrupole mass analyzer, the ion currents are subjected to data treatment by fast Fourier transform (FFT), and the resulting FFT magnitudes are correlated with analyte concentrations to produce a calibration plot. In the second variant, using a quadrupole time-of-flight mass analyzer, the mass spectra recorded at the analyte ion current maxima are mass-checked using the m/z value of the internal standard (injected via nanoESI emitter), which appears predominantly in the time intervals corresponding to the analyte ion current minima. The setup has been characterized using simulation software and optimized. Overall, the method enables the preparation of quantity calibration plots and monitoring (minor) m/z drifts during prolonged analyses.
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Affiliation(s)
- Pin-Chieh Hsu
- Department of Chemistry, National Tsing Hua University, 101, Section 2, Kuang-Fu Road, Hsinchu 300044, Taiwan
| | - Pawel L Urban
- Department of Chemistry, National Tsing Hua University, 101, Section 2, Kuang-Fu Road, Hsinchu 300044, Taiwan
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3
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Zhu P, Dubbelman AC, Hunter C, Genangeli M, Karu N, Harms A, Hankemeier T. Development of an Untargeted LC-MS Metabolomics Method with Postcolumn Infusion for Matrix Effect Monitoring in Plasma and Feces. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2024; 35:590-602. [PMID: 38379502 PMCID: PMC10921459 DOI: 10.1021/jasms.3c00418] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Revised: 01/30/2024] [Accepted: 02/05/2024] [Indexed: 02/22/2024]
Abstract
Untargeted metabolomics based on reverse phase LC-MS (RPLC-MS) plays a crucial role in biomarker discovery across physiological and disease states. Standardizing the development process of untargeted methods requires paying attention to critical factors that are under discussed or easily overlooked, such as injection parameters, performance assessment, and matrix effect evaluation. In this study, we developed an untargeted metabolomics method for plasma and fecal samples with the optimization and evaluation of these factors. Our results showed that optimizing the reconstitution solvent and sample injection amount was critical for achieving the balance between metabolites coverage and signal linearity. Method validation with representative stable isotopically labeled standards (SILs) provided insights into the analytical performance evaluation of our method. To tackle the issue of the matrix effect, we implemented a postcolumn infusion (PCI) approach to monitor the overall absolute matrix effect (AME) and relative matrix effect (RME). The monitoring revealed distinct AME and RME profiles in plasma and feces. Comparing RME data obtained for SILs through postextraction spiking with those monitored using PCI compounds demonstrated the comparability of these two methods for RME assessment. Therefore, we applied the PCI approach to predict the RME of 305 target compounds covered in our in-house library and found that targets detected in the negative polarity were more vulnerable to the RME, regardless of the sample matrix. Given the value of this PCI approach in identifying the strengths and weaknesses of our method in terms of the matrix effect, we recommend implementing a PCI approach during method development and applying it routinely in untargeted metabolomics.
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Affiliation(s)
- Pingping Zhu
- Metabolomics and Analytics Centre, Leiden Academic Centre for Drug Research, Leiden University, Leiden 2333 CC, Netherlands
| | - Anne-Charlotte Dubbelman
- Metabolomics and Analytics Centre, Leiden Academic Centre for Drug Research, Leiden University, Leiden 2333 CC, Netherlands
- Institute for Risk Assessment Sciences, Utrecht University, Utrecht 3584 CM, The Netherlands
| | | | - Michele Genangeli
- Metabolomics and Analytics Centre, Leiden Academic Centre for Drug Research, Leiden University, Leiden 2333 CC, Netherlands
| | - Naama Karu
- Metabolomics and Analytics Centre, Leiden Academic Centre for Drug Research, Leiden University, Leiden 2333 CC, Netherlands
| | - Amy Harms
- Metabolomics and Analytics Centre, Leiden Academic Centre for Drug Research, Leiden University, Leiden 2333 CC, Netherlands
| | - Thomas Hankemeier
- Metabolomics and Analytics Centre, Leiden Academic Centre for Drug Research, Leiden University, Leiden 2333 CC, Netherlands
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4
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Xiao Z, Xing Y, Zhu J, Liu Y, Wang J, Liu Q, Huang M, Zhong G. An effective pretreatment technique based on multi-walled carbon nanotubes to reduce the matrix effect in plasma samples analyzed by a new type probe electrospray ionization method. Anal Chim Acta 2023; 1263:341268. [PMID: 37225332 DOI: 10.1016/j.aca.2023.341268] [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: 11/28/2022] [Revised: 03/22/2023] [Accepted: 04/23/2023] [Indexed: 05/26/2023]
Abstract
The quantitative analysis of drug plasma samples plays an important role in the drug development and drug clinical use. Our research team developed a new electrospray ion source-Micro probe electrospray ionization (μPESI) in the early stage, which was combined with mass spectrometry (μPESI-MS/MS) showing good qualitative and quantitative analysis performance. However, matrix effect severely interfered the sensitivity in μPESI-MS/MS analysis. To solve this problem, we recently developed a Solid-phase purification method based on multi-walled carbon nanotubes (MWCNTs), which was used for removing matrix interfering substances (especially phospholipid compounds) in the preparation of plasma samples, so as to reduce the matrix effect. In this study, aripiprazole (APZ), carbamazepine (CBZ) and omeprazole (OME) were used as representative analytes, the quantitative analysis related to the plasma samples spiked with the analytes above and the mechanism of the MWCNTs to reduce matrix effect were both investigated. Compared with the ordinary protein precipitation, MWCNTs could reduced the matrix effect for several to dozens of times, which resulting from the removement of phospholipid compounds from the plasma samples by MWCNTs in the selective adsorption manner. We further validated the linearity, precision and accuracy of this pretreatment technique by the μPESI-MS/MS method. These parameters all met the requirements of FDA guidelines. It was showed that MWCNTs have a good application prospect in the drug quantitative analysis of plasma samples using the μPESI-ESI-MS/MS method.
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Affiliation(s)
- Zhenwei Xiao
- Guangdong Provincial Key Laboratory of New Drug Design and Evaluation, School of Pharmaceutical Sciences, Sun Yat-Sen University, Guangzhou, Guangdong, 510080, China; Guangdong RangerBio Technologies Co., Ltd., Dongguan, Guangdong, 523000, China.
| | - Yunhui Xing
- Guangdong Provincial Key Laboratory of New Drug Design and Evaluation, School of Pharmaceutical Sciences, Sun Yat-Sen University, Guangzhou, Guangdong, 510080, China; Guangdong RangerBio Technologies Co., Ltd., Dongguan, Guangdong, 523000, China.
| | - Janshon Zhu
- Guangdong RangerBio Technologies Co., Ltd., Dongguan, Guangdong, 523000, China.
| | - Yang Liu
- The Second Affiliated Hospital of Guizhou Medical University, Kaili, Guizhou, 556000, China.
| | - Jinxingyi Wang
- The Second Affiliated Hospital of Guizhou Medical University, Kaili, Guizhou, 556000, China.
| | - Qian Liu
- Guangdong RangerBio Technologies Co., Ltd., Dongguan, Guangdong, 523000, China; The Second Affiliated Hospital of Guizhou Medical University, Kaili, Guizhou, 556000, China.
| | - Min Huang
- Guangdong Provincial Key Laboratory of New Drug Design and Evaluation, School of Pharmaceutical Sciences, Sun Yat-Sen University, Guangzhou, Guangdong, 510080, China.
| | - GuoPing Zhong
- Guangdong Provincial Key Laboratory of New Drug Design and Evaluation, School of Pharmaceutical Sciences, Sun Yat-Sen University, Guangzhou, Guangdong, 510080, China.
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5
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Unexpected sensitivity enhancement in analysing alfatoxin M1 using LC-IDMS. Microchem J 2022. [DOI: 10.1016/j.microc.2022.107469] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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6
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Simultaneous Quantification of Steroid Hormones Using hrLC-MS in Endocrine Tissues of Male Rats and Human Samples. Metabolites 2022; 12:metabo12080714. [PMID: 36005586 PMCID: PMC9414922 DOI: 10.3390/metabo12080714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Revised: 07/22/2022] [Accepted: 07/28/2022] [Indexed: 12/03/2022] Open
Abstract
Steroid hormones play a vital role in the regulation of cellular processes, and dysregulation of these metabolites can provoke or aggravate pathological issues, such as autoimmune diseases and cancer. Regulation of steroid hormones involves different organs and biological compartments. Therefore, it is important to accurately determine their levels in tissues and biofluids to monitor changes after challenge or during disease. In this work, we have developed and optimized the extraction and quantification of 11 key members of the different steroid classes, including androgens, estrogens, progestogens and corticoids. The assay consists of a liquid/liquid extraction step and subsequent quantification by high-resolution liquid chromatography coupled time-of-flight mass spectrometry. The recoveries range between 74.2 to 126.9% and 54.9 to 110.7%, using a cell culture or urine as matrix, respectively. In general, the signal intensity loss due to matrix effect is no more than 30%. The method has been tested in relevant steroidogenic tissues in rat models and it has also been tested in human urine samples. Overall, this assay measures 11 analytes simultaneously in 6 min runtime and it has been applied in adrenal gland, testis, prostate, brain and serum from rats, and urine and extracellular vesicles from humans.
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Nasiri A, Jahani R, Mokhtari S, Yazdanpanah H, Daraei B, Faizi M, Kobarfard F. Overview, consequences, and strategies for overcoming matrix effects in LC-MS analysis: a critical review. Analyst 2021; 146:6049-6063. [PMID: 34546235 DOI: 10.1039/d1an01047f] [Citation(s) in RCA: 45] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
The high-performance liquid chromatography-mass spectrometry (LC-MS) technique is widely applied to routine analysis in many matrices. Despite the enormous application of LC/MS, this technique is subjected to drawbacks called matrix effects (MEs) that could lead to ion suppression or ion enhancement. This phenomenon can exert a deleterious impact on the ionization efficacy of an analyte and subsequently on the important method performance parameters. LC-MS susceptibility to MEs is the main challenge of this technique in the analysis of complex matrices such as biological and food samples. Nowadays, the assessment, estimation, and overcoming of the MEs before developing a method is mandatory in any analysis. Two main approaches including the post-column infusion and post-extraction spike are proposed to determine the degree of MEs. Different strategies can be adopted to reduce or eliminate MEs depending on the complexity of the matrix. This could be done by improving extraction and clean-up methods, changing the type of ionization employed, optimization of liquid chromatography conditions, and using corrective calibration methods. This review article will provide an overview of the MEs as the Achilles heel of the LC-MS technique, the causes of ME occurrence, their consequences, and systemic approaches towards overcoming MEs during LC-MS-based multi-analyte procedures.
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Affiliation(s)
- Azadeh Nasiri
- Department of Pharmacology and Toxicology, School of Pharmacy Shahid Beheshti University of Medical Sciences, Tehran, Iran.,Food Safety Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Reza Jahani
- Department of Pharmacology and Toxicology, School of Pharmacy Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Shaya Mokhtari
- Central Research Laboratories, Shahid Beheshti University of Medical Sciences, Tehran, Iran. .,Phytochemistry Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Hassan Yazdanpanah
- Department of Pharmacology and Toxicology, School of Pharmacy Shahid Beheshti University of Medical Sciences, Tehran, Iran.,Food Safety Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Bahram Daraei
- Department of Pharmacology and Toxicology, School of Pharmacy Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mehrdad Faizi
- Department of Pharmacology and Toxicology, School of Pharmacy Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Farzad Kobarfard
- Department of Medicinal Chemistry, School of Pharmacy, Shahid Beheshti University of Medical Sciences, Tehran, Iran.,Phytochemistry Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran.,Central Research Laboratories, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
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8
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Montemurro N, Joedicke J, Pérez S. Development and application of a QuEChERS method with liquid chromatography-quadrupole time of flight-mass spectrometry for the determination of 50 wastewater-borne pollutants in earthworms exposed through treated wastewater. CHEMOSPHERE 2021; 263:128222. [PMID: 33297178 DOI: 10.1016/j.chemosphere.2020.128222] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/26/2020] [Revised: 08/27/2020] [Accepted: 08/29/2020] [Indexed: 06/12/2023]
Abstract
Soil-dwelling earthworms are valuable sentinels in soil pollution monitoring and, in case of wastewater reuse for agricultural irrigation, they are continuously exposed to a multitude of organic micro-pollutants. In the present work, an analytical methodology for the determination of 50 wastewater-borne pollutants in earthworms (Lumbricus terrestris) using a fast extraction and sensitive detection method was developed. In total, 17 protocols based on QuEChERS extraction methods were evaluated including the choice of extraction salt (EN vs Original) and the solvent pH as well as the cleanup type. EN with cleanup on Oasis PRiME HLB (P-16) provided the best overall performance. Compound quantification was accomplished by liquid chromatography-mass spectrometry on a QToF-MS system using the ultra-fast high-resolution multiple reaction monitoring (MRMHR) mode. The method quantification limits ranged from 0.002 to 1.6 ng g-1. In comparison to previously reported methods the present protocol afforded improved accuracy with recovery rates exceeding 80%. The validated method was applied to the analysis of 36 earthworm samples originating from laboratory experiments and fields that had been irrigated with treated wastewater. Among the eight analytes detected in field samples, the highest concentration levels were measured for gemfibrozil (13 ng g-1) and caffeine (12 ng g-1). To the best of our knowledge, this is the first report of the transfer of wastewater-borne contaminants to earthworms following irrigation under natural farming practices.
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Affiliation(s)
| | - Joel Joedicke
- ENFOCHEM, IDAEA-CSIC, C/Jordi Girona 18-26, 08034, Barcelona, Spain; University of Duisburg-Essen, Universitätsstraße 2, 45141, Essen, Germany
| | - Sandra Pérez
- ENFOCHEM, IDAEA-CSIC, C/Jordi Girona 18-26, 08034, Barcelona, Spain.
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Steiner D, Sulyok M, Malachová A, Mueller A, Krska R. Realizing the simultaneous liquid chromatography-tandem mass spectrometry based quantification of >1200 biotoxins, pesticides and veterinary drugs in complex feed. J Chromatogr A 2020; 1629:461502. [PMID: 32841773 DOI: 10.1016/j.chroma.2020.461502] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Revised: 07/31/2020] [Accepted: 08/18/2020] [Indexed: 12/20/2022]
Abstract
The first quantitative multiclass approach enabling the accurate quantification of >1200 biotoxins, pesticides and veterinary drugs in complex feed using liquid chromatography tandem mass spectrometry (LC-MS/MS) has been developed. Optimization of HPLC/UHPLC (chromatographic column, flow rate and injection volume) and MS/MS conditions (dwell time and cycle time) were carried out in order to allow the combination of five major substance classes and the high number of target analytes with different physico-chemical properties. Cycle times and retention windows were carefully optimized and ensured appropriate dwell times reducing the overall measurement error. Validation was carried out in two compound feed matrices according to the EU SANTE validation guideline. Apparent recoveries matching the acceptable range of 60-140% accounted 60% and 79% for all analytes in cattle and chicken feed, respectively. High extraction efficiencies were obtained for all analyte/matrix combinations and revealed matrix effects as the main source for deviation of the targeted performance criteria. Concerning the methods repeatability 99% of all analytes in chicken and 96% in cattle feed complied with the acceptable RSD ≤ 20% criterion. Limits of quantification were between 1-10 µg/kg for the vast majority of compounds. Finally, the methods applicability was tested in >130 real compound feed samples and provides first insights into co-exposure of agro-contaminants in animal feed.
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Affiliation(s)
- David Steiner
- FFoQSI GmbH - Austrian Competence Centre for Feed and Food Quality, Safety and Innovation, Technopark 1C, 3430 Tulln, Austria.
| | - Michael Sulyok
- University of Natural Resources and Life Sciences, Vienna (BOKU), Institute of Bioanalytics and Agro-Metabolomics, Department of Agrobiotechnology IFA-Tulln, Konrad-Lorenz-Str. 20, 3430 Tulln, Austria.
| | - Alexandra Malachová
- FFoQSI GmbH - Austrian Competence Centre for Feed and Food Quality, Safety and Innovation, Technopark 1C, 3430 Tulln, Austria.
| | | | - Rudolf Krska
- University of Natural Resources and Life Sciences, Vienna (BOKU), Institute of Bioanalytics and Agro-Metabolomics, Department of Agrobiotechnology IFA-Tulln, Konrad-Lorenz-Str. 20, 3430 Tulln, Austria; Institute for Global Food Security, School of Biological Sciences, Queens University Belfast, University Road, Belfast, BT7 1NN, Northern Ireland, United Kingdom.
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10
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Li S, Zhang Q, Chen M, Zhang X, Liu P. Determination of veterinary drug residues in food of animal origin: Sample preparation methods and analytical techniques. J LIQ CHROMATOGR R T 2020. [DOI: 10.1080/10826076.2020.1798247] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Affiliation(s)
- Shuling Li
- Department of Hygiene Detection, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Qiongyao Zhang
- Department of Hygiene Detection, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Mengdi Chen
- Department of Hygiene Detection, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Xuejiao Zhang
- Department of Hygiene Detection, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Ping Liu
- Department of Hygiene Detection, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, China
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Skillman B, Kerrigan S. Drug-mediated ion suppression and mitigation of interferences using liquid chromatography-quadrupole/time of flight mass spectrometry (LC-Q/TOF-MS) and liquid chromatography tandem mass spectrometry (LC-MS/MS). J Chromatogr B Analyt Technol Biomed Life Sci 2020; 1152:122265. [PMID: 32721861 DOI: 10.1016/j.jchromb.2020.122265] [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: 10/16/2019] [Revised: 04/15/2020] [Accepted: 07/08/2020] [Indexed: 10/23/2022]
Abstract
Liquid-chromatography mass spectrometry (LC-MS) is a powerful bioanalytical tool that is gaining widespread use in operational forensic toxicology laboratories. However, changes in ionization efficiency caused by endogenous or exogenous species must be carefully considered. While different modes of ionization can be used, electrospray ionization (ESI) can be especially prone to this phenomenon due to capacity-limited ionization. This decreased ionization efficiency can influence the accuracy and sensitivity of analytical methods. While quantitative matrix effects are evaluated routinely during method development and validation, drug-mediated ion suppression is not always assessed quantitatively, or in sufficient depth. Although stable isotope labeled internal standards (SIL-IS) can mitigate this issue, they are not always commercially available, particularly for new or emerging substances. In this study, the hypnotic drug suvorexant was used as a model compound for the investigation of such interferences. The potential for significant bias in quantitative analysis was demonstrated using this previously validated assay. In this study, quantitative biases due to ionization suppression are discussed, and techniques to overcome this challenge are presented. Decreases in specimen and injection volume were shown to significantly reduce quantitative bias due to drug-mediated suppression. This straight-forward approach can improve the robustness of analytical methodology, which is particularly important when quantitative measurements are relied upon for medicolegal and other purposes.
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Affiliation(s)
- Britni Skillman
- Sam Houston State University, Department of Forensic Science, 1003 Bowers Blvd., Huntsville, TX 77341, USA
| | - Sarah Kerrigan
- Sam Houston State University, Department of Forensic Science, 1003 Bowers Blvd., Huntsville, TX 77341, USA.
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12
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Compensate for or Minimize Matrix Effects? Strategies for Overcoming Matrix Effects in Liquid Chromatography-Mass Spectrometry Technique: A Tutorial Review. Molecules 2020; 25:molecules25133047. [PMID: 32635301 PMCID: PMC7412464 DOI: 10.3390/molecules25133047] [Citation(s) in RCA: 96] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Revised: 06/30/2020] [Accepted: 07/01/2020] [Indexed: 11/16/2022] Open
Abstract
In recent decades, mass spectrometry techniques, particularly when combined with separation methods such as high-performance liquid chromatography, have become increasingly important in pharmaceutical, bio-analytical, environmental, and food science applications because they afford high selectivity and sensitivity. However, mass spectrometry has limitations due to the matrix effects (ME), which can be particularly marked in complex mixes, when the analyte co-elutes together with other molecules, altering analysis results quantitatively. This may be detrimental during method validation, negatively affecting reproducibility, linearity, selectivity, accuracy, and sensitivity. Starting from literature and own experience, this review intends to provide a simple guideline for selecting the best operative conditions to overcome matrix effects in LC-MS techniques, to obtain the best result in the shortest time. The proposed methodology can be of benefit in different sectors, such as pharmaceutical, bio-analytical, environmental, and food sciences. Depending on the required sensitivity, analysts may minimize or compensate for ME. When sensitivity is crucial, analysis must try to minimize ME by adjusting MS parameters, chromatographic conditions, or optimizing clean-up. On the contrary, to compensate for ME analysts should have recourse to calibration approaches depending on the availability of blank matrix. When blank matrices are available, calibration can occur through isotope labeled internal standards and matrix matched calibration standards; conversely, when blank matrices are not available, calibration can be performed through isotope labeled internal standards, background subtraction, or surrogate matrices. In any case, an adjusting of MS parameters, chromatographic conditions, or a clean-up are necessary.
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Ozdemir M, Kul A, Ozilhan S, Sagirli O. Determination of acamprosate in human plasma by UPLC-MS/MS: Application to therapeutic drug monitoring. Biomed Chromatogr 2020; 34:e4936. [PMID: 32602563 DOI: 10.1002/bmc.4936] [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: 04/28/2020] [Revised: 06/19/2020] [Accepted: 06/26/2020] [Indexed: 11/07/2022]
Abstract
Acamprosate is a medication used to treat alcohol dependence. Therapeutic drug monitoring is important in drugs for the treatment of substance-related disorders. Therefore, in this study, a new selective, very simple and rapid ultra-performance liquid chromatography-tandem mass spectrometer method was developed for the therapeutic drug monitoring of acamprosate. The developed method allows the determination of acamprosate in human plasma. The method was validated in terms of selectivity and linearity, which was in the range of 100-1,200 ng/ml for acamprosate. Intra-assay and inter-assay accuracy and precision were within the acceptable limits of the Eueopean Medicines Agency guideline. The lower limit of quantitation was 100 ng/ml for acamprosate. The developed method was successfully applied for therapeutic drug monitoring in patient plasma samples.
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Affiliation(s)
- Murat Ozdemir
- Health Application and Research Center Medical Biochemistry Laboratory, Üsküdar University, Istanbul, Turkey
| | - Aykut Kul
- Department of Analytical Chemistry, Faculty of Pharmacy, Istanbul University, Istanbul, Turkey
| | - Selma Ozilhan
- Health Application and Research Center Medical Biochemistry Laboratory, Üsküdar University, Istanbul, Turkey
| | - Olcay Sagirli
- Department of Analytical Chemistry, Faculty of Pharmacy, Istanbul University, Istanbul, Turkey
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14
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An G, Bach T, Abdallah I, Nalbant D. Aspects of matrix and analyte effects in clinical pharmacokinetic sample analyses using LC-ESI/MS/MS - Two case examples. J Pharm Biomed Anal 2020; 183:113135. [PMID: 32062015 DOI: 10.1016/j.jpba.2020.113135] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2019] [Revised: 01/03/2020] [Accepted: 01/27/2020] [Indexed: 10/25/2022]
Abstract
The increasing focus on high throughput sample analysis has led to the common practice of using simplest sample preparation method possible (i.e. protein precipitation) and shortest sample run-time possible. This means that there will be two aspects of compromise: the first compromise is made between sample cleanliness and sample preparation speed since protein precipitation does not provide very clean final extract; the second compromise is made between peak separation and run-time, meaning that sometimes overlap or co-elution of some peaks has to be accepted. The first compromise may lead to matrix effect, which is caused by co-eluting endogenous substances such as phospholipids. The second compromise can result in analyte effect, which is caused by co-eluting analyte(s). We have encountered the issue of matrix/analyte-mediated ion suppression in multiple preclinical and clinical pharmacokinetic projects during bioanalytical method development/validation or biological sample analysis of many small molecule drugs. As these matrix/analyte effects could occur in different situations with different "syndromes", sometimes it can be easily overlooked, leading to unreliable result, poor sensitivity, and prolonged assay development process. To increase the awareness of this important issue, in this paper we presented two real case examples on signal suppression caused by either endogenous phospholipids or co-eluting analyte.
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Affiliation(s)
- Guohua An
- Division of Pharmaceutics and Translational Therapeutics, College of Pharmacy, University of Iowa USA.
| | - Thanh Bach
- Division of Pharmaceutics and Translational Therapeutics, College of Pharmacy, University of Iowa USA
| | - Inas Abdallah
- Division of Pharmaceutics and Translational Therapeutics, College of Pharmacy, University of Iowa USA; Analytical Chemistry Department, Faculty of Pharmacy, University of Sadat City, Egypt
| | - Demet Nalbant
- Division of Pharmaceutics and Translational Therapeutics, College of Pharmacy, University of Iowa USA
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15
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Wang L, Zou Y, Kaw HY, Wang G, Sun H, Cai L, Li C, Meng LY, Li D. Recent developments and emerging trends of mass spectrometric methods in plant hormone analysis: a review. PLANT METHODS 2020; 16:54. [PMID: 32322293 PMCID: PMC7161177 DOI: 10.1186/s13007-020-00595-4] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/16/2018] [Accepted: 04/04/2020] [Indexed: 05/18/2023]
Abstract
Plant hormones are naturally occurring small molecule compounds which are present at trace amounts in plant. They play a pivotal role in the regulation of plant growth. The biological activity of plant hormones depends on their concentrations in the plant, thus, accurate determination of plant hormone is paramount. However, the complex plant matrix, wide polarity range and low concentration of plant hormones are the main hindrances to effective analyses of plant hormone even when state-of-the-art analytical techniques are employed. These factors substantially influence the accuracy of analytical results. So far, significant progress has been realized in the analysis of plant hormones, particularly in sample pretreatment techniques and mass spectrometric methods. This review describes the classic extraction and modern microextraction techniques used to analyze plant hormone. Advancements in solid phase microextraction (SPME) methods have been driven by the ever-increasing requirement for dynamic and in vivo identification of the spatial distribution of plant hormones in real-life plant samples, which would contribute greatly to the burgeoning field of plant hormone investigation. In this review, we describe advances in various aspects of mass spectrometry methods. Many fragmentation patterns are analyzed to provide the theoretical basis for the establishment of a mass spectral database for the analysis of plant hormones. We hope to provide a technical guide for further discovery of new plant hormones. More than 140 research studies on plant hormone published in the past decade are reviewed, with a particular emphasis on the recent advances in mass spectrometry and sample pretreatment techniques in the analysis of plant hormone. The potential progress for further research in plant hormones analysis is also highlighted.
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Affiliation(s)
- Liyuan Wang
- Department of Chemistry, MOE Key Laboratory of Biological Resources of the Changbai Mountain and Functional Molecules, Yanbian University, Park Road 977, Yanji, 133002 China
| | - Yilin Zou
- Department of Chemistry, MOE Key Laboratory of Biological Resources of the Changbai Mountain and Functional Molecules, Yanbian University, Park Road 977, Yanji, 133002 China
| | - Han Yeong Kaw
- Department of Chemistry, MOE Key Laboratory of Biological Resources of the Changbai Mountain and Functional Molecules, Yanbian University, Park Road 977, Yanji, 133002 China
| | - Gang Wang
- Department of Chemistry, MOE Key Laboratory of Biological Resources of the Changbai Mountain and Functional Molecules, Yanbian University, Park Road 977, Yanji, 133002 China
| | - Huaze Sun
- Department of Chemistry, MOE Key Laboratory of Biological Resources of the Changbai Mountain and Functional Molecules, Yanbian University, Park Road 977, Yanji, 133002 China
| | - Long Cai
- Department of Chemistry, MOE Key Laboratory of Biological Resources of the Changbai Mountain and Functional Molecules, Yanbian University, Park Road 977, Yanji, 133002 China
| | - Chengyu Li
- State Key Laboratory of Application of Rare Earth Resources, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun, 130022 China
| | - Long-Yue Meng
- Department of Chemistry, MOE Key Laboratory of Biological Resources of the Changbai Mountain and Functional Molecules, Yanbian University, Park Road 977, Yanji, 133002 China
- Department of Environmental Science, Yanbian University, Yanji, 133002 China
| | - Donghao Li
- Department of Chemistry, MOE Key Laboratory of Biological Resources of the Changbai Mountain and Functional Molecules, Yanbian University, Park Road 977, Yanji, 133002 China
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16
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Skillman B, Kerrigan S. Identification of Suvorexant in Blood Using LC–MS-MS: Important Considerations for Matrix Effects and Quantitative Interferences in Targeted Assays. J Anal Toxicol 2019; 44:245-255. [DOI: 10.1093/jat/bkz083] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2019] [Revised: 07/20/2019] [Accepted: 07/28/2019] [Indexed: 11/15/2022] Open
Abstract
Abstract
Suvorexant (Belsomra®) is a novel dual orexin receptor antagonist used for the treatment of insomnia. The prevalence of suvorexant in forensic samples is relatively unknown, which demonstrates the need for robust analytical assays for the detection of this sedative hypnotic in forensic toxicology laboratories. In this study, suvorexant was isolated from whole blood using a simple acidic/neutral liquid–liquid extraction followed by analysis by liquid chromatography tandem mass spectrometry (LC–MS/MS). Matrix effects were evaluated qualitatively and quantitatively using various extraction solvents, proprietary lipid clean-up devices and source conditions. The method was validated in terms of limit of detection, limit of quantitation, precision, bias, calibration model, carryover, matrix effects and drug interferences. Electrospray is a competitive ionization process whereby compounds in the droplet compete for a limited number of charged sites at the surface. As such, it is capacity-limited, and LC–MS-based techniques must be carefully evaluated to ensure that matrix effects or coeluting drugs do not impact quantitative assay performance. In this report, we describe efforts to ameliorate such effects in the absence of an isotopically labeled internal standard. Matrix effects are highly variable and heavily dependent on the physico-chemical properties of the substance. Although there is no universal solution to their resolution, conditions at the electrospray interface can mitigate these issues. Using this approach, the LC–MS/MS assay was fully validated and limits of detection and quantitation of 0.1 and 0.5 ng/mL suvorexant were achieved in blood.
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Affiliation(s)
- Britni Skillman
- Department of Forensic Science, Sam Houston State University, 1003 Bowers Blvd., Huntsville TX, 77341, USA
| | - Sarah Kerrigan
- Department of Forensic Science, Sam Houston State University, 1003 Bowers Blvd., Huntsville TX, 77341, USA
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17
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van der Laan T, Kloots T, Beekman M, Kindt A, Dubbelman AC, Harms A, van Duijn CM, Slagboom PE, Hankemeier T. Fast LC-ESI-MS/MS analysis and influence of sampling conditions for gut metabolites in plasma and serum. Sci Rep 2019; 9:12370. [PMID: 31451722 PMCID: PMC6710273 DOI: 10.1038/s41598-019-48876-w] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2019] [Accepted: 08/14/2019] [Indexed: 12/24/2022] Open
Abstract
In the past few years, the gut microbiome has been shown to play an important role in various disorders including in particular cardiovascular diseases. Especially the metabolite trimethylamine-N-oxide (TMAO), which is produced by gut microbial metabolism, has repeatedly been associated with an increased risk for cardiovascular events. Here we report a fast liquid chromatography tandem mass spectrometry (LC-MS/MS) method that can analyze the five most important gut metabolites with regards to TMAO in three minutes. Fast liquid chromatography is unconventionally used in this method as an on-line cleanup step to remove the most important ion suppressors leaving the gut metabolites in a cleaned flow through fraction, also known as negative chromatography. We compared different blood matrix types to recommend best sampling practices and found citrated plasma samples demonstrated lower concentrations for all analytes and choline concentrations were significantly higher in serum samples. We demonstrated the applicability of our method by investigating the effect of a standardized liquid meal (SLM) after overnight fasting of 25 healthy individuals on the gut metabolite levels. The SLM did not significantly change the levels of gut metabolites in serum.
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Affiliation(s)
- Tom van der Laan
- Analytical Biosciences and Metabolomics, Division of Systems Biomedicine and Pharmacology, Leiden Academic Center for Drug Research, Leiden University, Leiden, 2333 CC, The Netherlands
| | - Tim Kloots
- Analytical Biosciences and Metabolomics, Division of Systems Biomedicine and Pharmacology, Leiden Academic Center for Drug Research, Leiden University, Leiden, 2333 CC, The Netherlands
- BioMedical Metabolomics Facility Leiden, Leiden University, Leiden, 2333 CC, The Netherlands
| | - Marian Beekman
- Section of Molecular Epidemiology, Leiden University Medical Center, Leiden, 2333 ZA, The Netherlands
| | - Alida Kindt
- Analytical Biosciences and Metabolomics, Division of Systems Biomedicine and Pharmacology, Leiden Academic Center for Drug Research, Leiden University, Leiden, 2333 CC, The Netherlands
| | - Anne-Charlotte Dubbelman
- Analytical Biosciences and Metabolomics, Division of Systems Biomedicine and Pharmacology, Leiden Academic Center for Drug Research, Leiden University, Leiden, 2333 CC, The Netherlands
| | - Amy Harms
- Analytical Biosciences and Metabolomics, Division of Systems Biomedicine and Pharmacology, Leiden Academic Center for Drug Research, Leiden University, Leiden, 2333 CC, The Netherlands
- BioMedical Metabolomics Facility Leiden, Leiden University, Leiden, 2333 CC, The Netherlands
| | - Cornelia M van Duijn
- Department of Epidemiology, Erasmus University Medical Centre, Rotterdam, 3015 GE, The Netherlands
| | - P Eline Slagboom
- Section of Molecular Epidemiology, Leiden University Medical Center, Leiden, 2333 ZA, The Netherlands
| | - Thomas Hankemeier
- Analytical Biosciences and Metabolomics, Division of Systems Biomedicine and Pharmacology, Leiden Academic Center for Drug Research, Leiden University, Leiden, 2333 CC, The Netherlands.
- BioMedical Metabolomics Facility Leiden, Leiden University, Leiden, 2333 CC, The Netherlands.
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Bhattacharya S, Sarkar P, Khanam J, Pal TK. Simultaneous determination of paclitaxel and lansoprazole in rat plasma by LC–MS/MS method and its application to a preclinical pharmacokinetic study of investigational PTX-LAN-PLGA nanoformulation. J Chromatogr B Analyt Technol Biomed Life Sci 2019; 1124:331-339. [DOI: 10.1016/j.jchromb.2019.06.031] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2019] [Revised: 06/08/2019] [Accepted: 06/26/2019] [Indexed: 12/23/2022]
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19
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Senes CER, Nicácio AE, Rodrigues CA, Manin LP, Maldaner L, Visentainer JV. Evaluation of Dispersive Solid-Phase Extraction (d-SPE) as a Clean-up Step for Phenolic Compound Determination of Myrciaria cauliflora Peel. FOOD ANAL METHOD 2019. [DOI: 10.1007/s12161-019-01566-9] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
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20
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Laaniste A, Leito I, Kruve A. ESI outcompetes other ion sources in LC/MS trace analysis. Anal Bioanal Chem 2019; 411:3533-3542. [PMID: 31025182 DOI: 10.1007/s00216-019-01832-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2019] [Revised: 03/14/2019] [Accepted: 04/04/2019] [Indexed: 11/26/2022]
Abstract
Choosing an appropriate ion source is a crucial step in liquid chromatography mass spectrometry (LC/MS) method development. In this paper, we compare four ion sources for LC/MS analysis of 40 pesticides in tomato and garlic matrices. We compare electrospray ionisation (ESI) source, thermally focused/heated electrospray (HESI), atmospheric pressure photoionisation (APPI) source with and without dopant, and multimode source in ESI mode, atmospheric pressure chemical ionisation (APCI) mode, and combined mode using both ESI and APCI, i.e. altogether seven different ionisation modes. The lowest limits of detection (LoDs) were obtained by ESI and HESI. Widest linear ranges were observed with the conventional ESI source without heated nebuliser gas. In comparison to HESI, ESI source was significantly less affected by matrix effect. APPI ranked second (after ESI) by not being influenced by matrix effect; therefore, it would be a good alternative to ESI if low LoDs are not required. Graphical abstract.
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Affiliation(s)
- Asko Laaniste
- Institute of Chemistry, University of Tartu, Ravila 14a, 50411, Tartu, Estonia.
| | - Ivo Leito
- Institute of Chemistry, University of Tartu, Ravila 14a, 50411, Tartu, Estonia
| | - Anneli Kruve
- Institute of Chemistry, University of Tartu, Ravila 14a, 50411, Tartu, Estonia
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21
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Rossmann J, Renner LD, Oertel R, El-Armouche A. Post-column infusion of internal standard quantification for liquid chromatography-electrospray ionization-tandem mass spectrometry analysis – Pharmaceuticals in urine as example approach. J Chromatogr A 2018; 1535:80-87. [DOI: 10.1016/j.chroma.2018.01.001] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2017] [Revised: 12/21/2017] [Accepted: 01/01/2018] [Indexed: 10/18/2022]
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22
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Tugizimana F, Steenkamp PA, Piater LA, Dubery IA. Mass spectrometry in untargeted liquid chromatography/mass spectrometry metabolomics: Electrospray ionisation parameters and global coverage of the metabolome. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2018; 32:121-132. [PMID: 28990281 DOI: 10.1002/rcm.8010] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/21/2017] [Revised: 09/25/2017] [Accepted: 09/28/2017] [Indexed: 06/07/2023]
Abstract
RATIONALE Liquid chromatography coupled to mass spectrometry (LC/MS) is a dominant analytical platform in metabolomics, because of the high sensitivity and resolution, thus enabling large-scale coverage of metabolomes. Correspondingly, electrospray ionisation (ESI) is the favoured ionisation method in untargeted LC/MS metabolomics given the ability to produce large numbers of ions. In the workflow of LC/ESI-MS metabolomics, maximising the ionisation efficiency over a wide mass range is inevitably an essential and determining step, subsequently defining the extent of coverage of the metabolome under investigation. Thus in this study, electronic factors related to the functioning of the ESI source, namely the capillary and sample cone voltages, were explored to investigate the influence on the data acquired in metabolomic investigations. METHODS Hydromethanolic samples from an untargeted study (sorghum plants responding dynamically to fungal infection) were analysed on a high-resolution/definition LC/ESI-MS system. Here the capillary and sample cone voltages of the ZSpray™ ESI source were varied between 1.5-3.0 kV and 10.0-40.0 V, respectively. The acquired data were processed with MarkerLynx™ software and analysed using central composite design response surface methodology and chemometric approaches (principal component analysis and orthogonal projection latent structures-discriminant analysis). RESULTS The results evidently demonstrate that both capillary and sampling cone voltages not only significantly influence the recorded MS signals with regard to the number and abundance of features, but also the overall structure of the collected data. This consequently impacts on the information extracted from the data and thus affects coverage of the metabolome. CONCLUSIONS The observations postulate in that, untargeted LC/MS metabolomics, 'what you see is what you ionise'. Although there is convergence of collected data under different ESI conditions, the nuances observed indicate that the exploration of different ion source settings could be the best trade-off in expanding and maximising the metabolome coverage in untargeted metabolomic experiments.
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Affiliation(s)
- Fidele Tugizimana
- Department of Biochemistry, University of Johannesburg, Auckland Park, Johannesburg, South Africa
| | - Paul A Steenkamp
- Department of Biochemistry, University of Johannesburg, Auckland Park, Johannesburg, South Africa
| | - Lizelle A Piater
- Department of Biochemistry, University of Johannesburg, Auckland Park, Johannesburg, South Africa
| | - Ian A Dubery
- Department of Biochemistry, University of Johannesburg, Auckland Park, Johannesburg, South Africa
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23
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24
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Medvedovici A, Bacalum E, David V. Sample preparation for large-scale bioanalytical studies based on liquid chromatographic techniques. Biomed Chromatogr 2017; 32. [DOI: 10.1002/bmc.4137] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2017] [Revised: 10/24/2017] [Accepted: 10/27/2017] [Indexed: 12/30/2022]
Affiliation(s)
- Andrei Medvedovici
- Faculty of Chemistry, Department of Analytical Chemistry; University of Bucharest; Bucharest Romania
| | - Elena Bacalum
- Research Institute; University of Bucharest; Bucharest Romania
| | - Victor David
- Faculty of Chemistry, Department of Analytical Chemistry; University of Bucharest; Bucharest Romania
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25
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Mizuno H, Ueda K, Kobayashi Y, Tsuyama N, Todoroki K, Min JZ, Toyo'oka T. The great importance of normalization of LC-MS data for highly-accurate non-targeted metabolomics. Biomed Chromatogr 2016; 31. [PMID: 27718276 DOI: 10.1002/bmc.3864] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2016] [Revised: 10/01/2016] [Accepted: 10/05/2016] [Indexed: 02/06/2023]
Abstract
The non-targeted metabolomics analysis of biological samples is very important to understand biological functions and diseases. LC combined with electrospray ionization-based MS has been a powerful tool and widely used for metabolomic analyses. However, the ionization efficiency of electrospray ionization fluctuates for various unexpected reasons such as matrix effects and intraday variations of the instrument performances. To remove these fluctuations, normalization methods have been developed. Such techniques include increasing the sensitivity, separating co-eluting components and normalizing the ionization efficiencies. Normalization techniques allow simultaneously correcting of the ionization efficiencies of the detected metabolite peaks and achieving quantitative non-targeted metabolomics. In this review paper, we focused on these normalization methods for non-targeted metabolomics by LC-MS.
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Affiliation(s)
- Hajime Mizuno
- Laboratory of Analytical and Bio-Analytical Chemistry, School of Pharmaceutical Sciences, University of Shizuoka, Shizuoka, Japan
| | - Kazuki Ueda
- Laboratory of Analytical and Bio-Analytical Chemistry, School of Pharmaceutical Sciences, University of Shizuoka, Shizuoka, Japan
| | - Yuta Kobayashi
- Laboratory of Analytical and Bio-Analytical Chemistry, School of Pharmaceutical Sciences, University of Shizuoka, Shizuoka, Japan
| | - Naohiro Tsuyama
- Department of Radiation Life Sciences, Fukushima Medical University, Fukushima, Japan
| | - Kenichiro Todoroki
- Laboratory of Analytical and Bio-Analytical Chemistry, School of Pharmaceutical Sciences, University of Shizuoka, Shizuoka, Japan
| | - Jun Zhe Min
- Laboratory of Analytical and Bio-Analytical Chemistry, School of Pharmaceutical Sciences, University of Shizuoka, Shizuoka, Japan
| | - Toshimasa Toyo'oka
- Laboratory of Analytical and Bio-Analytical Chemistry, School of Pharmaceutical Sciences, University of Shizuoka, Shizuoka, Japan
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26
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Adamowicz P, Wrzesień W. Simple approach for evaluation of matrix effect in the mass spectrometry of synthetic cannabinoids. JOURNAL OF ANALYTICAL CHEMISTRY 2016. [DOI: 10.1134/s1061934816080025] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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27
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Panuwet P, Hunter RE, D’Souza PE, Chen X, Radford SA, Cohen JR, Marder ME, Kartavenka K, Ryan PB, Barr DB. Biological Matrix Effects in Quantitative Tandem Mass Spectrometry-Based Analytical Methods: Advancing Biomonitoring. Crit Rev Anal Chem 2016; 46:93-105. [PMID: 25562585 PMCID: PMC4695332 DOI: 10.1080/10408347.2014.980775] [Citation(s) in RCA: 226] [Impact Index Per Article: 28.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
The ability to quantify levels of target analytes in biological samples accurately and precisely in biomonitoring involves the use of highly sensitive and selective instrumentation such as tandem mass spectrometers and a thorough understanding of highly variable matrix effects. Typically, matrix effects are caused by co-eluting matrix components that alter the ionization of target analytes as well as the chromatographic response of target analytes, leading to reduced or increased sensitivity of the analysis. Thus, before the desired accuracy and precision standards of laboratory data are achieved, these effects must be characterized and controlled. Here we present our review and observations of matrix effects encountered during the validation and implementation of tandem mass spectrometry-based analytical methods. We also provide systematic, comprehensive laboratory strategies needed to control challenges posed by matrix effects in order to ensure delivery of the most accurate data for biomonitoring studies assessing exposure to environmental toxicants.
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Affiliation(s)
- Parinya Panuwet
- Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, 30322 USA
| | - Ronald E. Hunter
- Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, 30322 USA
- ORISE, Centers for Disease Control and Prevention, Atlanta, Georgia, 30341 USA
| | - Priya E. D’Souza
- Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, 30322 USA
| | - Xianyu Chen
- Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, 30322 USA
- Department of Chemistry, Emory University, Atlanta, Georgia, 30322 USA
| | - Samantha A. Radford
- Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, 30322 USA
- Department of Chemistry, Emory University, Atlanta, Georgia, 30322 USA
| | - Jordan R. Cohen
- Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, 30322 USA
| | - M. Elizabeth Marder
- Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, 30322 USA
| | - Kostya Kartavenka
- Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, 30322 USA
| | - P. Barry Ryan
- Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, 30322 USA
- Department of Chemistry, Emory University, Atlanta, Georgia, 30322 USA
| | - Dana Boyd Barr
- Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, 30322 USA
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28
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Rossmann J, Gurke R, Renner LD, Oertel R, Kirch W. Evaluation of the matrix effect of different sample matrices for 33 pharmaceuticals by post-column infusion. J Chromatogr B Analyt Technol Biomed Life Sci 2015. [PMID: 26210586 DOI: 10.1016/j.jchromb.2015.06.019] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Matrix effects that occur during quantitative measurement by liquid chromatography mass spectrometry specifically when using electrospray ionization are a widely recognized phenomenon. Sample matrix compounds affect the ionization process of the target analytes, lead to a low signal response, and flawed analytical results. How these matrix compounds directly influence the ionization process has not yet been completely understood. In the present study, we determined the matrix effect for 33 pharmaceutical substances in sample extracts of urine, plasma and wastewater. Most of the investigated substances were subject to a signal suppression effect. Only for a small subset of the compounds we detected a signal enhancement effect. We investigated the matrix effect profiles in detail to disentangle the influence of different matrices and to correlate the impact of specific components and groups of the analyzed extract in suppressing or enhancing effects in the profile. Most signal suppression effects were detected in the first half of the chromatographic run-time for the matrix extracts of urine and wastewater. The observed effects are caused by high mass flow of salts and other diverse matrix components that were contained in high concentrations in those biological matrices. We also found signal suppression in the matrix effect profile of plasma samples over a wide time range during the chromatographic separation that were associated with a high content of triglycerides of diverse carbohydrate chain lengths. Here, we provide a broader picture of how 33 substances were influenced during analysis. Our results imply that a high number of the investigated substances had comparable effects of matrix compounds, despite differences in their chemical structure.
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Affiliation(s)
- Julia Rossmann
- Institute of Clinical Pharmacology, Medical Faculty Carl Gustav Carus, Dresden University of Technology, 01307 Dresden, Germany; Research Association Public Health Saxony and Saxony Anhalt, Medical Faculty Carl Gustav Carus, Dresden University of Technology, 01307 Dresden, Germany.
| | - Robert Gurke
- Institute of Clinical Pharmacology, Medical Faculty Carl Gustav Carus, Dresden University of Technology, 01307 Dresden, Germany; Research Association Public Health Saxony and Saxony Anhalt, Medical Faculty Carl Gustav Carus, Dresden University of Technology, 01307 Dresden, Germany
| | - Lars David Renner
- Max Bergmann Center of Biomaterials, Leibniz Institute of Polymer Research Dresden, 01069 Dresden, Germany
| | - Reinhard Oertel
- Institute of Clinical Pharmacology, Medical Faculty Carl Gustav Carus, Dresden University of Technology, 01307 Dresden, Germany
| | - Wilhelm Kirch
- Institute of Clinical Pharmacology, Medical Faculty Carl Gustav Carus, Dresden University of Technology, 01307 Dresden, Germany; Research Association Public Health Saxony and Saxony Anhalt, Medical Faculty Carl Gustav Carus, Dresden University of Technology, 01307 Dresden, Germany
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29
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An optimized method for the accurate determination of nitrofurans in chicken meat using isotope dilution–liquid chromatography/mass spectrometry. J Food Compost Anal 2015. [DOI: 10.1016/j.jfca.2014.12.005] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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30
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González O, van Vliet M, Damen CWN, van der Kloet FM, Vreeken RJ, Hankemeier T. Matrix Effect Compensation in Small-Molecule Profiling for an LC–TOF Platform Using Multicomponent Postcolumn Infusion. Anal Chem 2015; 87:5921-9. [DOI: 10.1021/ac504268y] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Affiliation(s)
- Oskar González
- Division of Analytical
Biosciences, Leiden Academic Centre for Drug Research, Leiden University, Einsteinweg
55, 2333CC Leiden, The Netherlands
- Analytical
Chemistry Department, Faculty of Science and Technology, University of the Basque Country (UPV/EHU), Sarriena s/n, 48940 Leioa, Spain
| | - Michael van Vliet
- Division of Analytical
Biosciences, Leiden Academic Centre for Drug Research, Leiden University, Einsteinweg
55, 2333CC Leiden, The Netherlands
| | - Carola W. N. Damen
- Division of Analytical
Biosciences, Leiden Academic Centre for Drug Research, Leiden University, Einsteinweg
55, 2333CC Leiden, The Netherlands
| | - Frans M. van der Kloet
- Division of Analytical
Biosciences, Leiden Academic Centre for Drug Research, Leiden University, Einsteinweg
55, 2333CC Leiden, The Netherlands
| | - Rob J. Vreeken
- Division of Analytical
Biosciences, Leiden Academic Centre for Drug Research, Leiden University, Einsteinweg
55, 2333CC Leiden, The Netherlands
| | - Thomas Hankemeier
- Division of Analytical
Biosciences, Leiden Academic Centre for Drug Research, Leiden University, Einsteinweg
55, 2333CC Leiden, The Netherlands
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31
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Ye JH, Pao LH. Using Visualized Matrix Effects to Develop and Improve LC-MS/MS Bioanalytical Methods, Taking TRAM-34 as an Example. PLoS One 2015; 10:e0118818. [PMID: 25909956 PMCID: PMC4409340 DOI: 10.1371/journal.pone.0118818] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2014] [Accepted: 01/06/2015] [Indexed: 01/18/2023] Open
Abstract
Matrix effects (MEs) continue to be an obstacle in the development of the LC-MS/MS method, with phospholipids being the major cause of MEs. Changing the mobile phase has been a common strategy to reduce MEs; however, the underlying mechanism is unclear. "In-source multiple-reaction monitoring" (IS-MRM) for glycerophosphocholines (PCs) has been commonly applied in many bioanalytical methods. "Visualized MEs" is a suitable term to describe the application of IS-MRM to visualize the elution pattern of phospholipids. We selected a real case to discuss the relationship of MEs and phospholipids in different mobile phases by quantitative, qualitative, and visualized MEs in LC-MS/MS bioanalysis. The application of visualized MEs not only predicts the ion-suppression zone but also helps in selecting an appropriate (1) mobile phase, (2) column, (3) needle wash solvent for the residue of analyte and phospholipids, and (4) evaluates the clean-up efficiency of sample preparation. The TRAM-34 LC-MS/MS method, improved by using visualized MEs, was shown to be a precise and accurate analytical method. All data indicated that the use of visualized MEs indeed provided useful information about the LC-MS/MS method development and improvement. In this study, an integrative approach for the qualitative, quantitative, and visualized MEs was used to decipher the complexity of MEs.
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Affiliation(s)
- Jia-Hung Ye
- Graduate Institute of Life Sciences, National Defense Medical Center, Taipei, Taiwan, Republic of China
| | - Li-Heng Pao
- School of Pharmacy, National Defense Medical Center, Taipei, Taiwan, Republic of China
- Research Center for Industry of Human Ecology, Chang Gung University of Science and Technology, Kweishan, Taoyuan, Taiwan, Republic of China
- Graduate Institute of Health-Industry Technology, Chang Gung University of Science and Technology, Kweishan, Taoyuan, Taiwan, Republic of China
- * E-mail:
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32
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Kinani S, Layousse S, Richard B, Kinani A, Bouchonnet S, Thoma A, Sacher F. Selective and trace determination of monochloramine in river water by chemical derivatization and liquid chromatography/tandem mass spectrometry analysis. Talanta 2015; 140:189-197. [PMID: 26048841 DOI: 10.1016/j.talanta.2015.03.043] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2014] [Revised: 03/16/2015] [Accepted: 03/22/2015] [Indexed: 11/25/2022]
Abstract
Monochloramine (MCA) may enter the aquatic environment through three main sources: wastewater treatment plant effluents, industrial effluents and thermal power plant wastes. Up to date, there are no available data about the concentration levels of this chemical in river water due to lack of appropriate analytical methods. Therefore, sensitive and selective analytical methods for monochloramine analysis in river water are required to evaluate its environmental fate and its effects on aquatic ecosystems. Thus, in this study we describe a highly specific and sensitive method for monochloramine determination in river water. This method combines chemical derivatization of monochloramine into indophenol followed by liquid chromatography coupled to electrospray ionisation-tandem mass spectrometry (LC-ESI-MS/MS) analysis. Two precursor-to-product ion transitions were monitored (200→127 and 200→154) in positive ionisation mode, fulfilling the criteria of selectivity, in accordance with the European Legislation requirements (decision 2002/657/EC). Ion structures and fragmentation mechanisms have been proposed to explain the selected transitions. Linearity range, accuracy and precision of the method have been assessed according to the French method validation standard NF T90-210. Detecting the derivatized monochloramine (indophenol) in Multiple Reaction Monitoring (MRM) mode provided a limit of quantification of 40 ng L(-1) equivalent monochloramine. Applied to Loire river water (France), the developed method occasionally detected monochloramine at concentrations less than 300 ng L(-1), which could be explained by punctual discharges of water containing active chlorine upstream of the sampling point. Indeed, it is widely reported in the literature that the addition of chlorine to water containing ammonia (e.g., wastewater effluents and river water) may result in the instantaneous formation of monochloramine. The proposed method is a powerful tool that can be used in environmental research (e.g., assessment of environmental fate and generating of ecotoxicological data) as well as in research studies concerning the evaluation of water disinfection efficiency; but it is not currently appropriate for routine use in industrial applications given the complexity of the procedure, the instability of indophenol and the use of certain toxic reagents.
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Affiliation(s)
- Said Kinani
- Laboratoire National d'Hydraulique et Environnement (LNHE), Division Recherche et Développement, Electricité de France (EDF), 6 Quai de Watier, 78401 Chatou Cedex 01, France.
| | - Stéphany Layousse
- Laboratoire National d'Hydraulique et Environnement (LNHE), Division Recherche et Développement, Electricité de France (EDF), 6 Quai de Watier, 78401 Chatou Cedex 01, France
| | - Bertille Richard
- Laboratoire National d'Hydraulique et Environnement (LNHE), Division Recherche et Développement, Electricité de France (EDF), 6 Quai de Watier, 78401 Chatou Cedex 01, France
| | - Aziz Kinani
- Laboratoire National d'Hydraulique et Environnement (LNHE), Division Recherche et Développement, Electricité de France (EDF), 6 Quai de Watier, 78401 Chatou Cedex 01, France; Laboratoire de Chimie Moléculaire, Ecole Polytechnique, 91128 Palaiseau, France
| | - Stéphane Bouchonnet
- Laboratoire de Chimie Moléculaire, Ecole Polytechnique, 91128 Palaiseau, France.
| | - Astrid Thoma
- DVGW - Technologiezentrum Wasser (TZW), Karlsruher Strasse 84, 76139 Karlsruhe, Germany
| | - Frank Sacher
- DVGW - Technologiezentrum Wasser (TZW), Karlsruher Strasse 84, 76139 Karlsruhe, Germany.
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33
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Pan XD, Jiang W, Wu PG. Comparison of different calibration approaches for chloramphenicol quantification in chicken muscle by ultra-high pressure liquid chromatography tandem mass spectrometry. Analyst 2015; 140:366-70. [DOI: 10.1039/c4an01560f] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Matrix-dependent signal suppression often occurs in quantitative analysis by ultra-high pressure liquid chromatography tandem mass spectrometry (UPLC-MS/MS).
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Affiliation(s)
- Xiao-Dong Pan
- Zhejiang Provincial Center for Disease Control and Prevention
- Hangzhou 310051
- China
| | - Wei Jiang
- Zhejiang Provincial Center for Disease Control and Prevention
- Hangzhou 310051
- China
| | - Ping-Gu Wu
- Zhejiang Provincial Center for Disease Control and Prevention
- Hangzhou 310051
- China
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34
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Arbulu M, Sampedro MC, Gómez-Caballero A, Goicolea MA, Barrio RJ. Untargeted metabolomic analysis using liquid chromatography quadrupole time-of-flight mass spectrometry for non-volatile profiling of wines. Anal Chim Acta 2014; 858:32-41. [PMID: 25597799 DOI: 10.1016/j.aca.2014.12.028] [Citation(s) in RCA: 54] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2014] [Revised: 12/11/2014] [Accepted: 12/15/2014] [Indexed: 10/24/2022]
Abstract
The current study presents a method for comprehensive untargeted metabolomic fingerprinting of the non-volatile profile of the Graciano Vitis vinifera wine variety, using liquid chromatography/electrospray ionization time of flight mass spectrometry (LC-ESI-QTOF). Pre-treatment of samples, chromatographic columns, mobile phases, elution gradients and ionization sources, were evaluated for the extraction of the maximum number of metabolites in red wine. Putative compounds were extracted from the raw data using the extraction algorithm, molecular feature extractor (MFE). For the metabolite identification the WinMet database was designed based on electronic databases and literature research and includes only the putative metabolites reported to be present in oenological matrices. The results from WinMet were compared with those in the METLIN database to evaluate how much the databases overlap for performing identifications. The reproducibility of the analysis was assessed using manual processing following replicate injections of Vitis vinifera cv. Graciano wine spiked with external standards. In the present work, 411 different metabolites in Graciano Vitis vinifera red wine were identified, including primary wine metabolites such as sugars (4%), amino acids (23%), biogenic amines (4%), fatty acids (2%), and organic acids (32%) and secondary metabolites such as phenols (27%) and esters (8%). Significant differences between varieties Tempranillo and Graciano were related to the presence of fifteen specific compounds.
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Affiliation(s)
- M Arbulu
- Department of Analytical Chemistry, Faculty of Pharmacy, University of the Basque Country, 01006 Vitoria-Gasteiz, Spain
| | - M C Sampedro
- Central Service of Analysis, SGIker, University of the Basque Country, 01006 Vitoria-Gasteiz, Spain
| | - A Gómez-Caballero
- Department of Analytical Chemistry, Faculty of Pharmacy, University of the Basque Country, 01006 Vitoria-Gasteiz, Spain
| | - M A Goicolea
- Department of Analytical Chemistry, Faculty of Pharmacy, University of the Basque Country, 01006 Vitoria-Gasteiz, Spain
| | - R J Barrio
- Department of Analytical Chemistry, Faculty of Pharmacy, University of the Basque Country, 01006 Vitoria-Gasteiz, Spain.
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35
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Meyer-Monath M, Chatellier C, Rouget F, Morel I, Lestremau F. Development of a multi-residue method in a fetal matrix: analysis of meconium. Anal Bioanal Chem 2014; 406:7785-97. [PMID: 25381610 DOI: 10.1007/s00216-014-8243-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2014] [Revised: 09/19/2014] [Accepted: 10/06/2014] [Indexed: 12/11/2022]
Abstract
Meconium is the earliest stool of newborns. It is a complex matrix that reflects the degree of fetal exposure to environmental pollutants. To investigate exposure to xenobiotics, an analytical method was developed to identify and quantify some pesticides and their metabolites and BTEX metabolites in meconium. Samples were prepared by two liquid-solid extractions and purified twice using SPE cartridges, followed by analysis with liquid chromatography coupled with tandem mass spectrometry. SPE cartridges (polymeric phase with hydrophilic and hydrophobic interactions, ion exchange, mixed mode) were tested and matrix effects were evaluated to determine purification performance. The quantification limits in meconium of this multi-residue method were in the range of 30 ng g(-1). The analytical method was applied to "real" meconium samples. Some target analytes were determined in most samples.
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Affiliation(s)
- Marie Meyer-Monath
- INERIS, Direction des Risques Chroniques, Parc Technologique ALATA - BP 2, 60550, Verneuil-en-Halatte, France
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36
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Pita JCLR, Gomes IF, dos Santos SG, Tavares JF, da Silva MS, Diniz MDFFM, Sobral MV. Matrix effect and optimization of LC–MSn determination of trachylobane-360 in mice blood. J Pharm Biomed Anal 2014; 100:262-270. [DOI: 10.1016/j.jpba.2014.06.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2014] [Revised: 05/30/2014] [Accepted: 06/02/2014] [Indexed: 11/27/2022]
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37
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Impact of electrospray ion source platforms on matrix effect due to plasma phospholipids in the determination of rivastigmine by LC–MS/MS. Bioanalysis 2014; 6:2301-16. [DOI: 10.4155/bio.14.85] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Background: This study evaluates the performance of three electrospray ionization source designs to monitor the interference of plasma phospholipids for reliable estimation of rivastigmine by LC–MS/MS for method ruggedness. The variation in the area response due to matrix effects was assessed by post-column infusion, post-extraction spiking and standard-line slope methods. Results: The observed interference due to coeluting phospholipids (m/z: 524.0/184.0) at the retention time of rivastigmine was 39.5, 12.9 and 0.4% using angular spray, orthogonal spray and dual orthogonal ion source spray design, respectively. Similarly, %CV for standard line slopes was 6.9, 4.6 and 2.0, respectively. Conclusion: Z-spray source design provided better and efficient transfer of gas phase ions into the mass analyzer compared with angular and orthogonal spray. The study showed that Z-spray ion source provided minimum interference from phospholipids compared with other ion source designs.
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38
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Periat A, Kohler I, Bugey A, Bieri S, Versace F, Staub C, Guillarme D. Hydrophilic interaction chromatography versus reversed phase liquid chromatography coupled to mass spectrometry: Effect of electrospray ionization source geometry on sensitivity. J Chromatogr A 2014; 1356:211-20. [DOI: 10.1016/j.chroma.2014.06.066] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2014] [Revised: 05/14/2014] [Accepted: 06/16/2014] [Indexed: 11/27/2022]
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39
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Kwon JW, Rodriguez JM. Occurrence and removal of selected pharmaceuticals and personal care products in three wastewater-treatment plants. ARCHIVES OF ENVIRONMENTAL CONTAMINATION AND TOXICOLOGY 2014; 66:538-548. [PMID: 24357097 DOI: 10.1007/s00244-013-9979-0] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/29/2013] [Accepted: 12/03/2013] [Indexed: 06/03/2023]
Abstract
Residues of pharmaceuticals and personal care products (PPCPs) have been detected in surface waters. Incomplete removal of these compounds by wastewater-treatment plants (WWTPs) results in their presence in effluents and finally in surface waters. The occurrence and removal of four PPCPs was investigated in three WWTPs in Mississippi, USA, during a period of 1 year. Influent and effluent were sampled from the three WWTPs. Upstream and downstream samples of the WWTPs were also collected. All four PPCPs were detected in all influents where sulfamethoxazole showed the highest concentration levels with a median concentration of 1,640 ng/L, and carbamazepine was detected at the lowest level with a median concentration of 132 ng/L. Different PPCPs were removed to different extents varying from 99 to 100 %. Gemfibrozil showed the highest removal rates (73-100 %), whereas carbamazepine showed the lowest (-99 to -30 %). Secondary activated sludge in oxidation-ditch process showed remarkable PPCP-specific removal rates. Galaxolide was removed more than the other PPCPs, and sulfamethoxazole showed the least removal. Galaxolide was found to be a predominant PPCP in effluent among the PPCPs studied, and it was detected in all downstream (14.1-428.2 ng/L) and upstream (4.1-60.0 ng/L) samples. Sulfamethoxazole was removed more during the summer than the winter season. A clear increase of PPCP concentrations was observed in most downstream samples compared with upstream samples suggesting that discharges from WWTPs are the major source of PPCPs in surface waters.
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Affiliation(s)
- Jeong-Wook Kwon
- Mississippi State Chemical Laboratory, Mississippi State University, PO Box CR, Mississippi State, MS, 39762, USA
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40
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Periša M, Babić S. Simultaneous determination of pharmaceuticals and some of their metabolites in wastewaters by high performance liquid chromatography with tandem mass spectrometry. J Sep Sci 2014; 37:1289-96. [DOI: 10.1002/jssc.201301135] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2013] [Revised: 02/28/2014] [Accepted: 03/11/2014] [Indexed: 11/10/2022]
Affiliation(s)
- Martina Periša
- Department of Analytical Chemistry; Faculty of Chemical Engineering and Technology; University of Zagreb; Zagreb Croatia
| | - Sandra Babić
- Department of Analytical Chemistry; Faculty of Chemical Engineering and Technology; University of Zagreb; Zagreb Croatia
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41
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González O, Blanco ME, Iriarte G, Bartolomé L, Maguregui MI, Alonso RM. Bioanalytical chromatographic method validation according to current regulations, with a special focus on the non-well defined parameters limit of quantification, robustness and matrix effect. J Chromatogr A 2014; 1353:10-27. [PMID: 24794936 DOI: 10.1016/j.chroma.2014.03.077] [Citation(s) in RCA: 162] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2013] [Revised: 03/21/2014] [Accepted: 03/27/2014] [Indexed: 02/04/2023]
Abstract
Method validation is a mandatory step in bioanalysis, to evaluate the ability of developed methods in providing reliable results for their routine application. Even if some organisations have developed guidelines to define the different parameters to be included in method validation (FDA, EMA); there are still some ambiguous concepts in validation criteria and methodology that need to be clarified. The methodology to calculate fundamental parameters such as the limit of quantification has been defined in several ways without reaching a harmonised definition, which can lead to very different values depending on the applied criterion. Other parameters such as robustness or ruggedness are usually omitted and when defined there is not an established approach to evaluate them. Especially significant is the case of the matrix effect evaluation which is one of the most critical points to be studied in LC-MS methods but has been traditionally overlooked. Due to the increasing importance of bioanalysis this scenario is no longer acceptable and harmonised criteria involving all the concerned parties should be arisen. The objective of this review is thus to discuss and highlight several essential aspects of method validation, focused in bioanalysis. The overall validation process including common validation parameters (selectivity, linearity range, precision, accuracy, stability…) will be reviewed. Furthermore, the most controversial parameters (limit of quantification, robustness and matrix effect) will be carefully studied and the definitions and methodology proposed by the different regulatory bodies will be compared. This review aims to clarify the methodology to be followed in bioanalytical method validation, facilitating this time consuming step.
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Affiliation(s)
- Oskar González
- Analytical Chemistry Department, Science and Technology Faculty, the Basque Country University/EHU, P.O. Box 644, Bilbao, Basque Country 48080, Spain; Analytical Bioscience Division, LACDR, Leiden University Einsteinsweg 55, CC Leiden 2333, Netherlands
| | - María Encarnación Blanco
- Analytical Chemistry Department, Science and Technology Faculty, the Basque Country University/EHU, P.O. Box 644, Bilbao, Basque Country 48080, Spain
| | - Gorka Iriarte
- Laboratory of Public Health of Alava, (Public Health and Addictions Directorate, Basque Government), Santiago 11, Vitoria-Gasteiz 01002, Basque Country
| | - Luis Bartolomé
- Central Analytical Service (SGIker), Science and Technology Faculty, the Basque Country University/EHU, P.O. Box 644, Bilbao, Basque Country 48080 Spain
| | - Miren Itxaso Maguregui
- Analytical Chemistry Department, Science and Technology Faculty, the Basque Country University/EHU, P.O. Box 644, Bilbao, Basque Country 48080, Spain
| | - Rosa M Alonso
- Analytical Chemistry Department, Science and Technology Faculty, the Basque Country University/EHU, P.O. Box 644, Bilbao, Basque Country 48080, Spain.
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42
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Concejero B, Peña-Gallego A, Fernandez-Zurbano P, Hernández-Orte P, Ferreira V. Direct accurate analysis of cysteinylated and glutathionylated precursors of 4-mercapto-4-methyl-2-pentanone and 3-mercaptohexan-1-ol in must by ultrahigh performance liquid chromatography coupled to mass spectrometry. Anal Chim Acta 2014; 812:250-7. [PMID: 24491789 DOI: 10.1016/j.aca.2014.01.004] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2013] [Revised: 12/26/2013] [Accepted: 01/02/2014] [Indexed: 11/25/2022]
Abstract
A direct method for the quantitative determination in grapes of four known precursors of the varietal aromas of the thiol character of wine has been optimized and validated. A small volume of centrifuged and filtered must is directly injected in the ultrahigh liquid performance chromatography coupled to mass spectrometry system (UHPLC-MS-MS). Must sugars and other early eluting polar compounds are diverted to the waste, not entering the ion source. Cysteinyl (CYS) and glutathionyl (GLU) precursors from 3-mercaptohexanol (3MH) and 4-mercapto-4-methylpentanone (4M4MP) are separated in 5 min rendering narrow peaks (W1/2<9s). No system performance degradation has been noticed in series of more than 200 injections. A standard addition procedure using the consecutive injection of a spiked sample made it possible to satisfactorily correct for matrix effects, with recoveries very close to 100% in all cases. Intermediate reproducibility was satisfactory (RSD between 1 and 10%), except for the glutathione-4-mercapto-4-methyl-2-pentanone (GLUMP) precursor, for which this value is around 20%. The limits of detection in real-must were below 1 μg L(-1) for the precursors of the 4M4MP and for cysteine-3-mercaptohexan-1-ol (CYSMH) and glutathione-3-mercaptohexan-1-ol (GLUMH), 2 and 7 μg L(-1), respectively, what is enough for the determination of these precursors in musts of any variety.
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Affiliation(s)
- B Concejero
- Laboratory for Flavor Analysis and Enology, Department of Analytical Chemistry, Faculty of Sciences, c/Pedro Cerbuna 12, University of Zaragoza, 50009 Zaragoza, Spain
| | - A Peña-Gallego
- Laboratory for Flavor Analysis and Enology, Department of Analytical Chemistry, Faculty of Sciences, c/Pedro Cerbuna 12, University of Zaragoza, 50009 Zaragoza, Spain
| | - P Fernandez-Zurbano
- Research Centre of Vine-and-Wine-Related Science (ICVV), CSIC, Gobierno de La Rioja. C/Madre de Dios, 51, 26006 Logroño, Spain
| | - P Hernández-Orte
- Laboratory for Flavor Analysis and Enology, Department of Analytical Chemistry, Faculty of Sciences, c/Pedro Cerbuna 12, University of Zaragoza, 50009 Zaragoza, Spain.
| | - V Ferreira
- Laboratory for Flavor Analysis and Enology, Department of Analytical Chemistry, Faculty of Sciences, c/Pedro Cerbuna 12, University of Zaragoza, 50009 Zaragoza, Spain
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43
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Li XQ, Yang Z, Zhang QH, Li HM. Evaluation of matrix effect in isotope dilution mass spectrometry based on quantitative analysis of chloramphenicol residues in milk powder. Anal Chim Acta 2014; 807:75-83. [DOI: 10.1016/j.aca.2013.11.017] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2013] [Revised: 11/05/2013] [Accepted: 11/08/2013] [Indexed: 11/16/2022]
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44
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Siegel D, Permentier H, Reijngoud DJ, Bischoff R. Chemical and technical challenges in the analysis of central carbon metabolites by liquid-chromatography mass spectrometry. J Chromatogr B Analyt Technol Biomed Life Sci 2013; 966:21-33. [PMID: 24326023 DOI: 10.1016/j.jchromb.2013.11.022] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2013] [Revised: 11/10/2013] [Accepted: 11/12/2013] [Indexed: 11/18/2022]
Abstract
This review deals with chemical and technical challenges in the analysis of small-molecule metabolites involved in central carbon and energy metabolism via liquid-chromatography mass-spectrometry (LC-MS). The covered analytes belong to the prominent pathways in biochemical carbon oxidation such as glycolysis or the tricarboxylic acid cycle and, for the most part, share unfavorable properties such as a high polarity, chemical instability or metal-affinity. The topic is introduced by selected examples on successful applications of metabolomics in the clinic. In the core part of the paper, the structural features of important analyte classes such as nucleotides, coenzyme A thioesters or carboxylic acids are linked to "problematic hotspots" along the analytical chain (sample preparation and-storage, separation and detection). We discuss these hotspots from a chemical point of view, covering issues such as analyte degradation or interactions with metals and other matrix components. Based on this understanding we propose solutions wherever available. A major notion derived from these considerations is that comprehensive carbon metabolomics inevitably requires multiple, complementary analytical approaches covering different chemical classes of metabolites.
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Affiliation(s)
- David Siegel
- University of Groningen, Department of Pharmacy, Analytical Biochemistry, Antonius-Deusinglaan 1, 9713 AV Groningen, The Netherlands
| | - Hjalmar Permentier
- University of Groningen, Department of Pharmacy, Mass Spectrometry Core Facility, Antonius-Deusinglaan 1, 9713 AV Groningen, The Netherlands
| | - Dirk-Jan Reijngoud
- University Medical Center Groningen, Department of Pediatrics, Center for Liver, Digestive and Metabolic Diseases, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands
| | - Rainer Bischoff
- University of Groningen, Department of Pharmacy, Analytical Biochemistry, Antonius-Deusinglaan 1, 9713 AV Groningen, The Netherlands.
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45
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Furey A, Moriarty M, Bane V, Kinsella B, Lehane M. Ion suppression; a critical review on causes, evaluation, prevention and applications. Talanta 2013; 115:104-22. [PMID: 24054567 DOI: 10.1016/j.talanta.2013.03.048] [Citation(s) in RCA: 318] [Impact Index Per Article: 28.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2012] [Revised: 03/17/2013] [Accepted: 03/20/2013] [Indexed: 11/30/2022]
Abstract
The consequences of matrix effects in mass spectrometry analysis are a major issue of concern to analytical chemists. The identification of any ion suppressing (or enhancing) agents caused by sample matrix, solvent or LC-MS system components should be quantified and measures should be taken to eliminate or reduce the problem. Taking account of ion suppression should form part of the optimisation and validation of any quantitative LC-MS method. For example the US Food and Drug Administration has included the evaluation of matrix effects in its "Guidance for Industry on Bioanalytical Method Validation" (F.D.A. Department of Health and Human Services, Guidance for industry on bioanalytical method validation, Fed. Regist. 66 (100) 2001). If ion suppression is not assessed and corrected in an analytical method, the sensitivity of the LC-MS method can be seriously undermined, and it is possible that the target analyte may be undetected even when using very sensitive instrumentation. Sample analysis may be further complicated in cases where there are large sample-to-sample matrix variations (e.g. blood samples from different people can sometimes vary in certain matrix components, shellfish tissue samples sourced from different regions where different phytoplankton food sources are present, etc) and therefore exhibit varying ion-suppression effects. Although it is widely agreed that there is no generic method to overcome ion suppression, the purpose of this review is to: provide an overview of how ion suppression occurs, outline the methodologies used to assess and quantify the impact of ion suppression, discuss the various corrective actions that have been used to eliminate ion suppression in sample analysis, that is to say the deployment of techniques that eliminate or reduce the components in the sample matrix that cause ion suppression. This review article aims to collect together the latest information on the causes of ion suppression in LC-MS analysis and to consider the efficacy of common approaches to eliminate or reduce the problem using relevant examples published in the literature.
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Affiliation(s)
- Ambrose Furey
- Mass Spectrometry Research Centre (MSRC), Department of Chemistry, Cork Institute of Technology, Cork, Ireland; Team Elucidate/Mass Spectrometry Centre for Proteomic and Biotoxin Research (PROTEOBIO), Department of Chemistry, Cork Institute of Technology, Cork, Ireland.
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46
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van Liempd S, Cabrera D, Mato JM, Falcon-Perez JM. A fast method for the quantitation of key metabolites of the methionine pathway in liver tissue by high-resolution mass spectrometry and hydrophilic interaction ultra-performance liquid chromatography. Anal Bioanal Chem 2013; 405:5301-10. [PMID: 23535742 DOI: 10.1007/s00216-013-6883-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2013] [Revised: 02/19/2013] [Accepted: 02/28/2013] [Indexed: 12/27/2022]
Abstract
We developed an assay for the extraction and simultaneous quantitation of five key metabolites of the methionine metabolic pathway in liver tissue. The metabolites included were 5'-methylthioadenosine, methionine, homocysteine, S-adenosyl-L-homocysteine, and S-adenosyl-L-methionine. The metabolites were extracted using a bead-based homogenization method, and quantitation was carried out using hydrophilic interaction chromatography and time-of-flight mass spectrometry. The extraction procedure was optimized by testing the effect of various solvent combinations. The chromatographic method was optimized for peak shape, signal intensity, and carry-over. With a total chromatographic run time of 5 min, this assay is suitable for the analysis of large sample sets. Time-of-flight mass spectrometry provided high mass accuracy which, combined with isotope pattern matching and use of chemical standards, guarantees high specificity. Moreover, by operating the mass spectrometer in enhanced duty cycle mode the signal strength for the analytes increased three- to tenfold in comparison with the generic full-scan mode. For quantitation, a matrix-spiked calibration method was used. The lowest analyte levels detected and quantified using our method were within the range of concentrations found in the liver. The inter-day coefficients of variance for the analytes were between 5 and 15% in pooled tissue samples. Interestingly, the CVs between individual liver tissue aliquots were about twice as high. Additional experiments suggested that this higher variability was caused by uneven distribution of the analytes within the liver. In conclusion, an optimized and robust assay is now available for the extraction and quantification of key metabolites in the methionine metabolic pathway.
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Affiliation(s)
- S van Liempd
- Metabolomics Platform, CIC bioGUNE, CIBERehd, 48160 Derio, Spain.
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González-Antuña A, Domínguez-Romero JC, García-Reyes JF, Rodríguez-González P, Centineo G, García Alonso JI, Molina-Díaz A. Overcoming matrix effects in electrospray: quantitation of β-agonists in complex matrices by isotope dilution liquid chromatography-mass spectrometry using singly (13)C-labeled analogues. J Chromatogr A 2013; 1288:40-7. [PMID: 23523066 DOI: 10.1016/j.chroma.2013.02.074] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2012] [Revised: 02/12/2013] [Accepted: 02/24/2013] [Indexed: 10/27/2022]
Abstract
In this work, the implementation of isotope dilution mass spectrometry (IDMS) using minimal labeling and isotope pattern deconvolution (IPD) is evaluated as a strategy for the minimization of matrix effects during trace determination of β2-agonists in complex matrices by liquid chromatography electrospray ionization mass spectrometry (LC-ESI-MS). First, the parameters affecting the measurement of isotopic composition of organic compounds by liquid chromatography electrospray ionization high resolution mass spectrometry with a time-of-flight analyzer were evaluated using as a case of study three different β2-agonists: clenbuterol, clenproperol and brombuterol. Then, a calibration graph-free IDMS methodology was evaluated in order to overcome matrix effects in LC-ESI-MS in complex samples. In this procedure singly (13)C-labeled analogues of clenbuterol, clenproperol and brombuterol were employed in combination with IPD. Using this approach accurate and precise results were obtained in the simultaneous quantification of β2-agonists in human urine and bovine liver, even at the sub ngg(-1) and particularly in spite of the previously reported matrix effects. Recovery rates in the range of 97-114% in fortified human urine and from 95% to 111% in fortified bovine liver were obtained with RSD (%) of independent recovery experiments always lower than 6%. These results demonstrate that the proposed methodology based on the use of (13)C1-labeled standards and IPD is a reliable approach for accurate LC-MS quantitation of small molecules and compatible with full-scan high-resolution mass spectrometry.
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Affiliation(s)
- Ana González-Antuña
- Department of Physical and Analytical Chemistry, Faculty of Chemistry, University of Oviedo, Julián Clavería 8, 33006 Oviedo, Spain
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Olejnik M, Jedziniak P, Szprengier-Juszkiewicz T, Zmudzki J. Influence of matrix effect on the performance of the method for the official residue control of non-steroidal anti-inflammatory drugs in animal muscle. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2013; 27:437-442. [PMID: 23280975 DOI: 10.1002/rcm.6467] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/21/2012] [Revised: 11/08/2012] [Accepted: 11/09/2012] [Indexed: 06/01/2023]
Abstract
RATIONALE During the development and validation of mass spectrometry based method in residue control analysis, it is recommended to evaluate the level of the matrix effect. Often its level is relatively high, despite extensive sample purification. METHODS The matrix effect in the method for the determination of non-steroidal anti-inflammatory drugs in animal muscle was tested using a post-extraction addition technique. The experiment was performed to assess the impact of chromatographic conditions and design of ion source on the results. Additionally, the impact of phospholipids was tested. RESULTS The matrix effect signal varied from 36% (64% ion suppression) to 192% (92% ion enhancement), depending on the analyte and species. The internal standard corrected matrix effect was generally lower but was still high for some analytes. Both chromatographic conditions and ion source design have influence on the level of matrix effect; however, this effect was no longer observed after compensation with internal standards. CONCLUSIONS Currently, no commonly accepted criteria exist for the interpretation of results of determination of matrix effects; such criteria have been proposed in this paper, based on guidelines for bioanalytical methods and results of the study.
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Affiliation(s)
- Małgorzata Olejnik
- Department of Pharmacology and Toxicology, National Veterinary Research Institute, Al. Partyzantow 57, 24-100, Pulawy, Poland.
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Lee S, Kim B, Kim J. Development of isotope dilution-liquid chromatography tandem mass spectrometry for the accurate determination of fluoroquinolones in animal meat products: Optimization of chromatographic separation for eliminating matrix effects on isotope ratio measurements. J Chromatogr A 2013; 1277:35-41. [DOI: 10.1016/j.chroma.2012.12.047] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2012] [Revised: 11/28/2012] [Accepted: 12/21/2012] [Indexed: 10/27/2022]
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