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Newton PN, Chesson LA, Mayxay M, Dondorp A, Tabernero P, Howa JD, Cerling TE. Forensic investigation of falsified antimalarials using isotope ratio mass spectrometry: a pilot investigation. Sci Rep 2024; 14:3995. [PMID: 38369604 PMCID: PMC10874941 DOI: 10.1038/s41598-024-54168-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2023] [Accepted: 02/09/2024] [Indexed: 02/20/2024] Open
Abstract
We explored whether isotope ratio mass spectrometry (IRMS) is useful to investigate the origin of falsified antimalarials. Forty-four falsified and genuine antimalarial samples (artesunate, artemether-lumefantrine, dihydroartemisinin-piperaquine and sulphamethopyrazine-pyrimethamine) were analyzed in bulk for carbon (C), nitrogen (N), and oxygen (O) element concentrations and stable isotope ratios. The insoluble fraction ("starch") was extracted from 26 samples and analyzed. Samples of known geographical origin maize, a common source of excipient starch, were used to produce a comparison dataset to predict starch source. In both an initial (n = 18) and a follow-on set of samples that contained/claimed to contain artesunate/artemether (n = 26), falsified antimalarials had a range of C concentrations less than genuine comparator antimalarials and δ13C values higher than genuine comparators. The δ13C values of falsified antimalarials suggested that C4 plant-based organic material (e.g., starch derived from maize) had been included. Using the known-origin maize samples, predictions for growth water δ18O values for the extracted "starch" ranged from - 6.10 to - 1.62‰. These findings suggest that IRMS may be a useful tool for profiling falsified antimalarials. We found that C4 ingredients were exclusively used in falsified antimalarials versus genuine antimalarials, and that it may be possible to predict potential growth water δ18O values for the starch present in falsified antimalarials.
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Affiliation(s)
- Paul N Newton
- Lao-Oxford-Mahosot Hospital-Wellcome Research Unit (LOMWRU), Microbiology Laboratory, Mahosot Hospital, Vientiane, Lao PDR.
- Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, UK.
- Infectious Diseases Data Observatory, Nuffield Department of Medicine, University of Oxford, Oxford, UK.
| | | | - Mayfong Mayxay
- Lao-Oxford-Mahosot Hospital-Wellcome Research Unit (LOMWRU), Microbiology Laboratory, Mahosot Hospital, Vientiane, Lao PDR
- Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, UK
- Institute of Research and Education Development (IRED), University of Health Sciences, Ministry of Health, Vientiane, Lao PDR
| | - Arjen Dondorp
- Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, UK
- Mahidol Oxford Research Unit (MORU), Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Patricia Tabernero
- Lao-Oxford-Mahosot Hospital-Wellcome Research Unit (LOMWRU), Microbiology Laboratory, Mahosot Hospital, Vientiane, Lao PDR
- Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, UK
- Infectious Diseases Data Observatory, Nuffield Department of Medicine, University of Oxford, Oxford, UK
- Public Health Unit, Faculty of Medicine, Universidad de Alcalá, Alcalá de Henares, Spain
| | | | - Thure E Cerling
- IsoForensics, Inc, Salt Lake City, UT, USA
- Department of Geology and Geophysics and Department of Biology, University of Utah, Salt Lake City, UT, USA
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Wang YY, Yang F, Chen J, Li YJ, Zhou J, Qing X, Yan D, Lu X, Zhou P, Zhang L. Multidimensional isotope analysis of carbon, hydrogen, and oxygen as a tool for traceability of lactose in drug products. J Pharm Biomed Anal 2023; 226:115270. [PMID: 36716528 DOI: 10.1016/j.jpba.2023.115270] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Revised: 12/31/2022] [Accepted: 01/23/2023] [Indexed: 01/26/2023]
Abstract
Lactose is one of the most commonly used pharmaceutical excipients. Depending on manufactures, the properties of lactose are very different, which could impact the pharmacokinetic behavior of drug products. Therefore, it is very important to trace the origin of pharmaceutical lactose in drug products which is valuable for prescription analysis. In this study, the carbon, hydrogen and oxygen isotope ratios (δ13C, δ2H and δ18O) of thirty-four lactose from seven manufacturers were analyzed by elemental analysis-stable isotope ratio mass spectrometry (EA-IRMS). One-way analysis of variance (ANOVA) and Duncan's test indicated significant differences in isotope ratios of lactose from different origins. To identify the lactose manufacturer, a discrimination model was generated through linear discriminant analysis (LDA). Based on this model, the manufacturers of lactose used in three drug products were successfully identified. Our results suggested that the multidimensional analysis of δ13C, δ2H and δ18O of lactose provided a fast and effective method to trace the lactose manufacturer. In conclusion, this method can be used to analyze the prescription of the drug product quickly, which could speed up the development of generic drug product.
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Affiliation(s)
- Yu-Ye Wang
- Instrumental Analysis Center, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, China; School of Pharmacy, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, China
| | - Fan Yang
- Instrumental Analysis Center, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, China
| | - Jian Chen
- School of Pharmacy, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, China
| | - Ying-Jian Li
- Department of Formulation Development, Boehringer Ingelheim Animal Health, North Brunswick, NJ, 08902 USA
| | - Jia Zhou
- Instrumental Analysis Center, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, China
| | - Xia Qing
- Instrumental Analysis Center, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, China
| | - Dong Yan
- Dasan Pharmaceutical Technology Co. Ltd., 860-1, Shangshengou, Shenyang 110179, China
| | - Xin Lu
- Research & Development department, Shanghai Anbison Lab Co., Ltd., No.889 YiShan Road, Shanghai 200233, China
| | - Peng Zhou
- DAOMO (Shanghai) Industrial Co.,Ltd, 7577 Hunan Road, Shanghai 201314, China
| | - Li Zhang
- Instrumental Analysis Center, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, China.
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Bach T, An G. Importance of Utilizing Natural Isotopologue Transitions in Expanding the Linear Dynamic Range of LC-MS/MS Assay for Small-Molecule Pharmacokinetic Sample Analysis - A mini-review. J Pharm Sci 2021; 111:1245-1249. [PMID: 34919967 PMCID: PMC9018470 DOI: 10.1016/j.xphs.2021.12.012] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Revised: 12/10/2021] [Accepted: 12/10/2021] [Indexed: 12/14/2022]
Abstract
Liquid chromatography-tandem mass spectrometry (LC-MS/MS) is a widely used quantitative method in small-molecule pharmacokinetic sample analysis. The linear dynamic range of mass analyzers, typically spanning 3 orders of magnitude, is usually insufficient for this purpose. Utilization of multiple isotopologues has been proposed as a compelling approach to expand the linear dynamic range of LC-MS/MS assays, particularly when the detector is saturated. Isotopologues are a statistical mixture of molecules of the same compound but of different exact masses due to the presence of natural chemical isotopes. While the concept of isotopologues is widely recognized in large-molecule bioanalysis and small-molecule metabolite profiling, it has not been commonly implemented in small-molecule targeted quantification. To increase the awareness of the value of isotopologues in small-molecule LC-MS/MS analysis, this minireview provides the basis of isotopologue distribution in MS/MS and summarizes published studies as well as our own experience in utilizing multiple isotopologues to expand the linear dynamic range of small-molecule LC-MS/MS assays. Considering that utilizing natural isotopologue transitions in the LC-MS/MS assays represents an easy, straightforward, and robust way to expand the linear dynamic range, we believe this method deserves wide application in small-molecule pharmacokinetic sample analysis and can particularly benefit people working in pharmacokinetic labs as well as the GLP bioanalytical labs in pharmaceutical industry.
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Affiliation(s)
- Thanh Bach
- Division of Pharmaceutics and Translational Therapeutics, College of Pharmacy, University of Iowa, IA, USA
| | - Guohua An
- Division of Pharmaceutics and Translational Therapeutics, College of Pharmacy, University of Iowa, IA, USA.
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Münster-Müller S, Scheid N, Zimmermann R, Pütz M. Combination of stable isotope ratio data and chromatographic impurity signatures as a comprehensive concept for the profiling of highly prevalent synthetic cannabinoids and their precursors. Anal Chim Acta 2020; 1108:129-141. [DOI: 10.1016/j.aca.2020.01.029] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2019] [Revised: 01/10/2020] [Accepted: 01/13/2020] [Indexed: 11/26/2022]
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Sabatelli AD, Pearson A, Jasper JP. Process Patent Protection via Analysis of Stable Isotope Ratios. Org Process Res Dev 2017. [DOI: 10.1021/acs.oprd.7b00069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Anthony D. Sabatelli
- Dilworth IP Law, 2 Corporate Drive, Suite 206, Trumbull, Connecticut 06611, United States
| | - Ann Pearson
- Department
of Earth and Planetary Sciences, Harvard University, Cambridge, Massachusetts 02138, United States
| | - John P. Jasper
- Molecular Isotope
Technologies LLC, 8 Old Oak Lane, Niantic, Connecticut 06357, United States
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Trobbiani S, Stockham P, Scott T. Increasing the linear dynamic range in LC-MS: is it valid to use a less abundant isotopologue? Drug Test Anal 2017; 9:1630-1636. [DOI: 10.1002/dta.2175] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2016] [Revised: 02/13/2017] [Accepted: 02/14/2017] [Indexed: 12/15/2022]
Affiliation(s)
- Stephen Trobbiani
- Forensic Science SA, GPO Box 2790; Adelaide South Australia 5000 Australia
| | - Peter Stockham
- Forensic Science SA, GPO Box 2790; Adelaide South Australia 5000 Australia
- Flinders University, Sturt Road; Bedford Park South Australia 5042 Australia
| | - Timothy Scott
- Forensic Science SA, GPO Box 2790; Adelaide South Australia 5000 Australia
- Flinders University, Sturt Road; Bedford Park South Australia 5042 Australia
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Gilevska T, Gehre M, Richnow HH. Multidimensional isotope analysis of carbon, hydrogen and oxygen as tool for identification of the origin of ibuprofen. J Pharm Biomed Anal 2015; 115:410-7. [DOI: 10.1016/j.jpba.2015.07.030] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2015] [Revised: 07/12/2015] [Accepted: 07/22/2015] [Indexed: 10/23/2022]
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Maier MP, De Corte S, Nitsche S, Spaett T, Boon N, Elsner M. C & N isotope analysis of diclofenac to distinguish oxidative and reductive transformation and to track commercial products. Environ Sci Technol 2014; 48:2312-20. [PMID: 24397428 DOI: 10.1021/es403214z] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
Although diclofenac is frequently found in aquatic systems, its degradability in the environment remains imperfectly understood. On the one hand, evidence from concentration analysis alone is inconclusive if an unknown hydrology impedes a distinction between degradation and dilution. On the other hand, not all transformation products may be detectable. As a new approach, we therefore developed GC-IRMS (gas chromatography-isotope-ratio mass-spectrometry) analysis for carbon and nitrogen isotope measurements of diclofenac. The method uses a derivatization step that can be conducted either online or offline, for optimized throughput or sensitivity, respectively. In combination with on-column injection, the latter method enables determination of diclofenac isotope ratios down to the sub-μgL(-1) range in environmental samples. Degradation in an aerobic sediment-water system showed strong nitrogen isotope fractionation (εN = -7.1‰), whereas reductive diclofenac dechlorination was associated with significant carbon isotope fractionation (εC = -2.0‰). Hence dual element isotope analysis bears potential not only to detect diclofenac degradation, but even to distinguish both transformation pathways in the environment. In an explorative survey, analysis of commercial diclofenac products showed significant differences in carbon and nitrogen isotope ratios, demonstrating a further potential to track, and potentially even to authenticate, commercial production batches.
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Affiliation(s)
- Michael P Maier
- Helmholtz Zentrum Muenchen, German Research Center, Institute of Groundwater Ecology , Ingolstädter Landstrasse 1, Neuherberg D-85764, Germany
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Remaud GS, Bussy U, Lees M, Thomas F, Desmurs JR, Jamin E, Silvestre V, Akoka S. NMR spectrometry isotopic fingerprinting: A tool for the manufacturer for tracking Active Pharmaceutical Ingredients from starting materials to final medicines. Eur J Pharm Sci 2013; 48:464-73. [DOI: 10.1016/j.ejps.2012.12.009] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2012] [Revised: 11/21/2012] [Accepted: 12/02/2012] [Indexed: 11/15/2022]
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Zonja B, Aceña J, Pérez S, Barceló D. Methods for Elucidation of Transformation Pathways. Analysis, Removal, Effects and Risk of Pharmaceuticals in the Water Cycle - Occurrence and Transformation in the Environment. Elsevier; 2013. pp. 593-610. [DOI: 10.1016/b978-0-444-62657-8.00016-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
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11
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Hülsemann F, Flenker U, Parr M, Geyer H, Schänzer W. Authenticity control and identification of origin of synthetic creatine-monohydrate by isotope ratio mass spectrometry. Food Chem 2011. [DOI: 10.1016/j.foodchem.2010.09.018] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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Felton LA, Shah PP, Sharp Z, Atudorei V, Timmins GS. Stable isotope-labeled excipients for drug product identification and counterfeit detection. Drug Dev Ind Pharm 2010; 37:88-92. [PMID: 20560792 DOI: 10.3109/03639045.2010.492397] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
PURPOSE Counterfeit drug products have become a major problem worldwide and a number of techniques to detect counterfeit products or reduce the potential for counterfeiting have been investigated. This study examined the use of stable isotope-labeled excipients in solid dosage forms as a method to identify drug products and to detect counterfeits. METHODS (2)H- and (13)C-glucose were used as model excipients and incorporated in wet granulated formulations at a variety of different isotopic ratios. The ratios of (2)H/(1)H and (13)C/(12)C in each product were then determined by isotope ratio mass spectrometry. RESULTS Results demonstrated the ability to detect the isotope-labeled glucose in both granules and tablets. CONCLUSIONS It was possible to use the isotope ratios to differentiate between specific batches of granules, demonstrating the potential of this technique for in-product, batch-specific identification.
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Affiliation(s)
- Linda A Felton
- Department of Pharmaceutical Sciences, College of Pharmacy, University of New Mexico, Albuquerque, NM, USA.
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Silvestre V, Mboula VM, Jouitteau C, Akoka S, Robins RJ, Remaud GS. Isotopic 13C NMR spectrometry to assess counterfeiting of active pharmaceutical ingredients: Site-specific 13C content of aspirin and paracetamol. J Pharm Biomed Anal 2009; 50:336-41. [DOI: 10.1016/j.jpba.2009.04.030] [Citation(s) in RCA: 65] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2009] [Revised: 04/27/2009] [Accepted: 04/29/2009] [Indexed: 10/20/2022]
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Calderone G, Serra F, Lees M, Mosandl A, Reniero F, Guillou C, Moreno-Rojas JM. Inter-laboratory comparison of elemental analysis and gas chromatography/combustion/isotope ratio mass spectrometry. II. Delta15N measurements of selected compounds for the development of an isotopic Grob test. Rapid Commun Mass Spectrom 2009; 23:963-970. [PMID: 19241455 DOI: 10.1002/rcm.3956] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
An inter-laboratory exercise was carried out by a consortium of five European laboratories to establish a set of compounds, suitable for calibrating gas chromatography/combustion/isotope ratio mass spectrometry (GC-C-IRMS) devices, to be used as isotopic reference materials for hydrogen, carbon, nitrogen and oxygen stable isotope measurements. The set of compounds was chosen with the aim of developing a mixture of reference materials to be used in analytical protocols to check for food and beverage authentication. The exercise was organized in several steps to achieve the certification level: the first step consisted of the a priori selection of chemical compounds on the basis of the scientific literature and successive GC tests to set the analytical conditions for each single compound and the mixture. After elimination of the compounds that turned out to be unsuitable in a multi-compound mixture, some additional oxygen- and nitrogen-containing substances were added to complete the range of calibration isotopes. The results of delta(13)C determinations for the entire set of reference compounds have previously been published, while the deltaD and delta(18)O determinations were unsuccessful and after statistical analysis of the data the results did not reach the level required for certification. In the present paper we present the results of an inter-laboratory exercise to identify and test the set of nitrogen-containing compounds present in the mixture developed for use as reference materials for the validation of GC-C-IRMS analyses in individual laboratories.
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Affiliation(s)
- Giovanni Calderone
- European Commission, Joint Research Centre, Institute for Health and Consumer Protection, Physical and Chemical Exposure Unit, 21020 Ispra (VA), Italy.
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de Korompay A, Hill JC, Carter JF, NicDaeid N, Sleeman R. Supported liquid–liquid extraction of the active ingredient (3,4-methylenedioxymethylamphetamine) from ecstasy tablets for isotopic analysis. J Chromatogr A 2008; 1178:1-8. [DOI: 10.1016/j.chroma.2007.11.054] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2007] [Revised: 11/06/2007] [Accepted: 11/09/2007] [Indexed: 10/22/2022]
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Brenna E, Fronza G, Fuganti C. Traceability of synthetic drugs by position-specific deuterium isotope ratio analysis. Anal Chim Acta 2007; 601:234-9. [DOI: 10.1016/j.aca.2007.08.047] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2007] [Accepted: 08/29/2007] [Indexed: 11/18/2022]
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