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Ting TT, Chen PC, Chang YC, Chiang PJ, Li HC, Chen SH, Chen PC, Chu HT, Chuang PY, Liu YH, Chen PS. Wastewater-based epidemiology to monitor 68 NPS/conventional drug use in Taipei metropolitan area in Taiwan during and after COVID-19 pandemic. JOURNAL OF HAZARDOUS MATERIALS 2024; 476:135020. [PMID: 38959832 DOI: 10.1016/j.jhazmat.2024.135020] [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: 09/20/2023] [Revised: 05/18/2024] [Accepted: 06/22/2024] [Indexed: 07/05/2024]
Abstract
Amidst far-reaching COVID-19 effects and social constraints, this study leveraged wastewater-based epidemiology to track 38 conventional drugs and 30 new psychoactive substances (NPS) in northern Taiwan. Analyzing daily samples from four Taipei wastewater plants between September 2021 and January 2024-encompassing club reopenings, holidays, Lunar New Year, an outbreak, and regular periods-thirty-one drugs were detected, including 5 NPS. Tramadol, zolpidem tartrate, CMA, and MDPV were newly detected in Taiwanese sewage with frequency of 1.4 %- 89.0 %. Conventional drug use typically increased post-pandemic, aside from benzodiazepines and methadone. Methamphetamine showed 100 % frequency, indicating ongoing daily consumption despite COVID-19 measures. Methamphetamine and morphine's consumption dipped then rose around club reopening, hinting at limited access. The consumption trend of methadone appeared to compensate for the use of morphine. Ketamine and NPS demonstrated similar patterns throughout the entire period. NPS as party drugs seemed influenced by an unstable supply chain and complexities in implementation. Benzodiazepines, commonly abused alongside synthetic cathinones in Taiwan exhibited an opposing trend to NPS while aligned with acetaminophen, suggesting elevated stress and anxiety levels during the pandemic. No significant differences were observed in drug consumption between weekdays and weekends, potentially indicating that COVID-19 measures blurred the traditional distinctions between these timeframes. ENVIRONMENTAL IMPLICATION: New psychoactive substances refer to chemically modified variants of controlled drugs designed to mimic the effects of the original drugs while evading modern detection methods, categorizing them as hazardous materials. The study presents a sewage monitoring project conducted from 2021 to 2024, collecting samples from four WWTPs to analyze NPS and conventional drug trends during and after the COVID-19 pandemic. The findings uncovered connections between drug consumption patterns and pandemic-related policies. In light of the persistent drug abuse and their environmental presence, the results bear critical importance for both environmental and public health. We provide a thorough assessment of these relationships and prioritize areas for future research.
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Affiliation(s)
- Te-Tien Ting
- Department of Data Science, School of Big Data Management, Soochow University, Taipei, Taiwan
| | - Pin-Chuan Chen
- Department of Mechanical Engineering, National Taiwan University of Science and Technology, Taipei, Taiwan
| | - Ya-Chi Chang
- Graduate Institute of Toxicology, National Taiwan University College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Pin-Ju Chiang
- Graduate Institute of Toxicology, National Taiwan University College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Hsu-Cheng Li
- Department of Chemistry, National Taiwan Normal University, Taipei, Taiwan
| | - Shih-Hsun Chen
- Graduate Institute of Toxicology, National Taiwan University College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Pei-Chieh Chen
- Graduate Institute of Toxicology, National Taiwan University College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Hai-Tien Chu
- Department of Chemistry, National Taiwan Normal University, Taipei, Taiwan
| | - Ping-Yu Chuang
- Department of Chemistry, National Taiwan Normal University, Taipei, Taiwan
| | - Yi-Hsin Liu
- Department of Chemistry, National Taiwan Normal University, Taipei, Taiwan.
| | - Pai-Shan Chen
- Graduate Institute of Toxicology, National Taiwan University College of Medicine, National Taiwan University, Taipei, Taiwan.
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2
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Qiu L, Jiang H, Cho K, Yu Y, Jones LA, Huang T, Perlmutter JS, Gropler RJ, Brier MR, Patti GJ, Benzinger TLS, Tu Z. Metabolite Study and Structural Authentication for the First-in-Human Use Sphingosine-1-phosphate Receptor 1 Radiotracer. ACS Chem Neurosci 2024; 15:1882-1892. [PMID: 38634759 PMCID: PMC11103254 DOI: 10.1021/acschemneuro.4c00077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/19/2024] Open
Abstract
The sphingosine-1-phosphate receptor 1 (S1PR1) radiotracer [11C]CS1P1 has shown promise in proof-of-concept PET imaging of neuroinflammation in multiple sclerosis (MS). Our HPLC radiometabolite analysis of human plasma samples collected during PET scans with [11C]CS1P1 detected a radiometabolite peak that is more lipophilic than [11C]CS1P1. Radiolabeled metabolites that cross the blood-brain barrier complicate quantitative modeling of neuroimaging tracers; thus, characterizing such radiometabolites is important. Here, we report our detailed investigation of the metabolite profile of [11C]CS1P1 in rats, nonhuman primates, and humans. CS1P1 is a fluorine-containing ligand that we labeled with C-11 or F-18 for preclinical studies; the brain uptake was similar for both radiotracers. The same lipophilic radiometabolite found in human studies also was observed in plasma samples of rats and NHPs for CS1P1 labeled with either C-11 or F-18. We characterized the metabolite in detail using rats after injection of the nonradioactive CS1P1. To authenticate the molecular structure of this radiometabolite, we injected rats with 8 mg/kg of CS1P1 to collect plasma for solvent extraction and HPLC injection, followed by LC/MS analysis of the same metabolite. The LC/MS data indicated in vivo mono-oxidation of CS1P1 produces the metabolite. Subsequently, we synthesized three different mono-oxidized derivatives of CS1P1 for further investigation. Comparing the retention times of the mono-oxidized derivatives with the metabolite observed in rats injected with CS1P1 identified the metabolite as N-oxide 1, also named TZ82121. The MS fragmentation pattern of N-oxide 1 also matched that of the major metabolite in rat plasma. To confirm that metabolite TZ82121 does not enter the brain, we radiosynthesized [18F]TZ82121 by the oxidation of [18F]FS1P1. Radio-HPLC analysis confirmed that [18F]TZ82121 matched the radiometabolite observed in rat plasma post injection of [18F]FS1P1. Furthermore, the acute biodistribution study in SD rats and PET brain imaging in a nonhuman primate showed that [18F]TZ82121 does not enter the rat or nonhuman primate brain. Consequently, we concluded that the major lipophilic radiometabolite N-oxide [11C]TZ82121, detected in human plasma post injection of [11C]CS1P1, does not enter the brain to confound quantitative PET data analysis. [11C]CS1P1 is a promising S1PR1 radiotracer for detecting S1PR1 expression in the CNS.
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Affiliation(s)
- Lin Qiu
- Department of Radiology, Washington University School of Medicine, Saint Louis, Missouri 63110, United States
| | - Hao Jiang
- Department of Radiology, Washington University School of Medicine, Saint Louis, Missouri 63110, United States
| | - Kevin Cho
- Center for Mass Spectrometry and Metabolic Tracing, Department of Chemistry, Department of Medicine, Washington University, Saint Louis, Missouri 63130, United States
| | - Yanbo Yu
- Department of Radiology, Washington University School of Medicine, Saint Louis, Missouri 63110, United States
| | - Lynne A Jones
- Department of Radiology, Washington University School of Medicine, Saint Louis, Missouri 63110, United States
| | - Tianyu Huang
- Department of Radiology, Washington University School of Medicine, Saint Louis, Missouri 63110, United States
| | - Joel S Perlmutter
- Department of Radiology, Washington University School of Medicine, Saint Louis, Missouri 63110, United States
- Departments of Neurology, Neuroscience, Physical Therapy and Occupational Therapy, Washington University School of Medicine, Saint Louis, Missouri 63110, United States
| | - Robert J Gropler
- Department of Radiology, Washington University School of Medicine, Saint Louis, Missouri 63110, United States
| | - Matthew R Brier
- Departments of Neurology, Neuroscience, Physical Therapy and Occupational Therapy, Washington University School of Medicine, Saint Louis, Missouri 63110, United States
| | - Gary J Patti
- Center for Mass Spectrometry and Metabolic Tracing, Department of Chemistry, Department of Medicine, Washington University, Saint Louis, Missouri 63130, United States
| | - Tammie L S Benzinger
- Department of Radiology, Washington University School of Medicine, Saint Louis, Missouri 63110, United States
| | - Zhude Tu
- Department of Radiology, Washington University School of Medicine, Saint Louis, Missouri 63110, United States
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3
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Sun S, Hou M, Lai C, Yang Q, Gao J, Lu X, Wang X, Yu Q. Capillary self-aspirating electrospray ionization (CSESI) for convenient and versatile mass spectrometry analysis. Talanta 2024; 266:125008. [PMID: 37531883 DOI: 10.1016/j.talanta.2023.125008] [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: 05/20/2023] [Revised: 07/22/2023] [Accepted: 07/28/2023] [Indexed: 08/04/2023]
Abstract
Electrospray ionization (ESI) is one of the most widely used ionization techniques, and its simplification can benefit many interested users. In this study, sample introduction by capillary action was studied and used to develop a simple ESI source called capillary self-aspirating electrospray ionization (CSESI). A conventional CSESI source requires only a common capillary of appropriate diameter in addition to the support of high voltage (HV). No pumps and sample loading is needed because the solution can spontaneously climb across the capillary by capillary action. With the proper modification of the glass capillary, the operation of CSESI can be further simplified and efficient. Specifically, cold plasma processing of the capillary creates a more hydrophilic surface that can facilitate sample introduction. Moreover, sputtering a thin platinum layer on the capillary tip makes the application of HV more convenient, and it also eliminates the influence of air bubbles in the capillary to ensure a sustained and stable electrospray. Overall, CSESI exhibits multiple desirable features such as simple structure, self-aspiration ability, low sample consumption, and inherent physical filtration capability. Apart from the routine ESI-MS analysis, it has also been applied in real-time monitoring of the oxidative dimerization of 8-methyl-1,2,3,4-tetrahydroquinoline, as well as direct analysis of muddy soil solutions without pretreatment.
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Affiliation(s)
- Shuang Sun
- Shenzhen International Graduate School, Tsinghua University, Shenzhen, 518055, China
| | - Mulang Hou
- Shenzhen International Graduate School, Tsinghua University, Shenzhen, 518055, China
| | - Chaoyang Lai
- Shenzhen Chin Instrument Co., Ltd., Shenzhen, 518055, China
| | - Qin Yang
- Shenzhen International Graduate School, Tsinghua University, Shenzhen, 518055, China
| | - Jing Gao
- Shenzhen International Graduate School, Tsinghua University, Shenzhen, 518055, China
| | - Xinqiong Lu
- Shenzhen Chin Instrument Co., Ltd., Shenzhen, 518055, China
| | - Xiaohao Wang
- Shenzhen International Graduate School, Tsinghua University, Shenzhen, 518055, China
| | - Quan Yu
- Shenzhen International Graduate School, Tsinghua University, Shenzhen, 518055, China.
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Banahene JCM, Ofosu IW, Odai BT. Surveillance of ochratoxin A in cocoa beans from cocoa-growing regions of Ghana. Heliyon 2023; 9:e18206. [PMID: 37501961 PMCID: PMC10368851 DOI: 10.1016/j.heliyon.2023.e18206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Revised: 07/09/2023] [Accepted: 07/11/2023] [Indexed: 07/29/2023] Open
Abstract
Cocoa is one of the agricultural commodities which is highly susceptible to mycotoxin contamination. During two crop/harvest seasons, the occurrence and distribution of ochratoxin A (OTA) in viable commercial cocoa beans were investigated. The cocoa bean samples were collected randomly from farmers across cocoa-growing regions of Ghana. OTA concentrations in the samples were determined by liquid chromatography-tandem mass spectrometry (LC-MS/MS) methods following purification on immunoaffinity solid phase column. The result showed that 21.7% of all samples analyzed were contaminated with OTA at concentrations ranging from 0.01 μg/kg to 12.36 μg/kg. The Western South region had the highest occurrence of OTA-positive samples at 32.5%, followed by the Western North region at 28.75%, the Eastern and Volta regions at 25% each, Brong Ahafo (16.25%), Central (15%) and the Ashanti region at 11.25%. However, 0.9% and 3.5% of the total OTA-positive samples exceeded the OTA maximum limits of 10 μg/kg for cocoa beans and 3 μg/kg for cocoa powder, set by the Brazilian National Health Surveillance Agency and the European Commission, respectively. During the Main and Light crop seasons, the highest concentrations of OTA were detected in the Western North region, reaching up to 12.36 μg/kg and 3.45 μg/kg, respectively. OTA concentrations between the cocoa-growing regions in the Main crop season were not significantly different (p > 0.05), however, the Light crop season indicated a significant difference (p < 0.05). There was a significant difference (p < 0.05) between the two crop seasons. The need for regular monitoring and careful adherence to agronomic strategies such as good agricultural practices (GAPs), recommended code of practices (COPs) and good manufacturing practices (GMPs) for the prevention and reduction of OTA throughout the cocoa value chain cannot be overemphasized.
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Affiliation(s)
- Joel Cox Menka Banahene
- Department of Food Science and Technology, Kwame Nkrumah University of Science and Technology, Kumasi, Ashanti, Ghana
- Research Department, Quality Control Company Limited – Ghana Cocoa Board, Tema, Greater Accra, Ghana
| | - Isaac Williams Ofosu
- Department of Food Science and Technology, Kwame Nkrumah University of Science and Technology, Kumasi, Ashanti, Ghana
| | - Bernard Tawiah Odai
- Radiation Technology Centre - BNARI, Ghana Atomic Energy Commission, Kwabenya, Accra, Ghana
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Palayer M, Chaussenery-Lorentz O, Boubekeur L, Urbina T, Maury E, Maubert MA, Pilon A, Bourgogne E. Quantitation of 10 antibiotics in plasma: sulfosalicylic acid combined with 2D-LC-MS/MS is a robust assay for beta-lactam therapeutic drug monitoring. J Chromatogr B Analyt Technol Biomed Life Sci 2023; 1221:123685. [PMID: 37023569 DOI: 10.1016/j.jchromb.2023.123685] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Revised: 03/17/2023] [Accepted: 03/19/2023] [Indexed: 03/30/2023]
Abstract
Therapeutic drug monitoring (TDM) of antibiotics is particularly important in populations with high pharmacokinetic variabilities, such as critically ill patients, leading to unpredictable plasma concentrations and clinical outcomes. Here, we i) describe an original method for the simultaneous quantification of ten antibiotics (cefepime, ceftazidime, ampicillin, piperacillin/tazobactam, cefotaxime, amoxicillin, cloxacillin, oxacillin, linezolid) using 5-sulfosalicylic acid dihydrate (SSA) solution for protein precipitation together with 2D-LC-MS/MS, and ii) evaluate its impact in a one-year retrospective study. The method involved simple dilution with an aqueous mix of deuterated internal standards and plasma protein precipitation with SSA. Twenty microliters of the supernatant was injected into a C8 SPE online cartridge (30 × 2.1 mm) without any evaporation step and back-flushed onto a C18 UHPLC (100 × 2.1 mm) analytical column. Mass spectrometry detection (Xevo TQD) was performed in positive electrospray, in scheduled MRM mode. Overall analytical runtime was 7 min. Due to analytical constraints and the physicochemical properties of the antibiotics, protein precipitation using organic solvents could not be applied. As an alternative, SSA used with 2D-LC offered various advantages: i) lack of dilution resulting in better assay sensitivity, and ii) good chromatography of hydrophilic compounds. Ten microliters of 30% SSA in water eliminated>90% of plasma proteins, including the most abundant high molecular weight proteins at 55 and 72 kDa. The assay was successfully validated according to FDA and EMA guidelines for all the antibiotics, and the coefficients of variation of the quality control (QC) run during sample analysis over one year were below 10%, whatever the QC levels or the antibiotics. The use of 2D-LC combined with SSA precipitation allowed development of a robust, sensitive and rapid quantification assay. Feedback to clinicians was reduced to 24 h, thus allowing rapid dosage adjustment. During one year, 3,304 determinations were performed in our laboratory: 41% were not in the therapeutic range, 58% of which were sub-therapeutic, underlining the importance of early TDM of antibiotics to limit therapeutic failures and the emergence of bacterial resistance.
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6
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Huang YJ, Tu WC, Urban PL. Rapid Acid/Base Switching in Flow Injection Analysis and Isocratic Elution Liquid Chromatography with Mass Spectrometric Detection for Improved Sensitivity. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2022; 33:1865-1873. [PMID: 36129040 DOI: 10.1021/jasms.2c00171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Ion signals in electrospray ionization (ESI) mass spectrometry (MS) are affected by addition of acid or base. Acids or bases are typically added to samples to enhance detection of analytes in positive- or negative-ion mode, respectively. To carry out simultaneous monitoring of analytes with different ionogenic moieties by ESI-MS, a rapid acid/base switching system was developed. The system was further coupled with flow injection analysis (FIA) and liquid chromatography (LC) MS. The two variants enable detection of separated analytes immediately after alternating addition of acid and base. The methods were tested using a set of phospholipids (PLs) as analytes. The rapid acid/base switching enhanced signals of some of the PL analytes in both ion modes of MS. Both FIA-MS and LC-MS with acid/base switching show signal enhancements (∼1.3-23.2 times) of some analyte signals when compared with analysis conducted without acid/base switching. The proposed methods are suitable for simultaneous analysis of cationic and anionic analytes. The FIA-MS and LC-MS methods with acid/base switching were also applied in analysis of lipid extract from real samples (sausage and porcine liver). However, the FIA-MS results were affected by ionization competition and isobaric interference due to the complexity of the sample matrix and diversity of PL species. In contrast, the LC-MS mode provides adequate selectivity to observe signal enhancement for specific analyte ions. Overall, alternating addition of acid and base immediately before the ESI source can improve analytical performance without the need to carry out separate analyses targeting different types of analytes.
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Affiliation(s)
- Yu-Jie Huang
- Department of Chemistry, National Tsing Hua University 101, Section 2, Kuang-Fu Rd, Hsinchu 300044, Taiwan
| | - Wei-Chien Tu
- Department of Chemistry, National Tsing Hua University 101, Section 2, Kuang-Fu Rd, Hsinchu 300044, Taiwan
| | - Pawel L Urban
- Department of Chemistry, National Tsing Hua University 101, Section 2, Kuang-Fu Rd, Hsinchu 300044, Taiwan
- Frontier Research Center on Fundamental and Applied Sciences of Matters, National Tsing Hua University 101, Section 2, Kuang-Fu Rd, Hsinchu 300044, Taiwan
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Gao H, Liu Z, Song F, Xing J, Zheng Z, Liu S. A Strategy for Identification and Structural Characterization of Compounds from Plantago asiatica L. by Liquid Chromatography-Mass Spectrometry Combined with Ion Mobility Spectrometry. Molecules 2022; 27:molecules27134302. [PMID: 35807548 PMCID: PMC9268332 DOI: 10.3390/molecules27134302] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Revised: 06/19/2022] [Accepted: 07/01/2022] [Indexed: 02/05/2023] Open
Abstract
Plantago asiatica L. (PAL) as a medicinal and edible plant is rich in chemical compounds, which makes the systematic and comprehensive characterization of its components challenging. In this study, an integrated strategy based on three-dimensional separation including AB-8 macroporous resin column chromatography, ultra-high performance liquid chromatography–quadrupole time-of-flight mass spectrometry (UHPLC-Q-TOF MS), and ultra-high performance liquid chromatography-mass spectrometry with ion-mobility spectrometry (UHPLC-IM-MS) was established and used to separate and identify the structures of compounds from PAL. The extracts of PAL were firstly separated into three parts by AB-8 macroporous resin and further separated and identified by UHPLC-Q-TOF MS and UHPLC-IM-MS, respectively. Additionally, UHPLC-IM-MS was used to identify isomers and coeluting compounds, so that the product ions appearing at the same retention time (RT)can clearly distinguish where the parent ion belongs by their different drift times. UNIFI software was used for data processing and structure identification. A total of 86 compounds, including triterpenes, iridoids, phenylethanoid glycosides, guanidine derivatives, organic acids, and fatty acids, were identified by using MS information and fragment ion information provided by UHPLC-Q-TOF MS and UHPLC-IM-MS. In particular, a pair of isoforms of plantagoside from PAL were detected and identified by UHPLC-IM-MS combined with the theoretical calculation method for the first time. In conclusion, the AB-8 macroporous resin column chromatography can separate the main compounds of PAL and enrich the trace compounds. Combining UHPLC-IM-MS and UHPLC-Q-TOF MS can obtain not only more fragments but also their unique drift times and RT, which is more conducive to the identification of complex systems, especially isomers. This proposed strategy can provide an effective method to separate and identify chemical components, and distinguish isomers in the complex system of traditional Chinese medicine (TCM).
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Affiliation(s)
- Hongxue Gao
- Jilin Provincial Key Laboratory of Chinese Medicine Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun 130022, China; (H.G.); (F.S.); (J.X.); (Z.Z.)
- Institute of Applied Chemistry and Engineering, University of Science and Technology of China, Hefei 230029, China
| | - Zhiqiang Liu
- Jilin Provincial Key Laboratory of Chinese Medicine Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun 130022, China; (H.G.); (F.S.); (J.X.); (Z.Z.)
- Institute of Applied Chemistry and Engineering, University of Science and Technology of China, Hefei 230029, China
- State Key Laboratory of Electroanalytical Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun 130022, China
- Correspondence: (Z.L.); (S.L.); Tel.: +86-431-85262613 (S.L.); Fax: +86-431-85262044 (Z.L.)
| | - Fengrui Song
- Jilin Provincial Key Laboratory of Chinese Medicine Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun 130022, China; (H.G.); (F.S.); (J.X.); (Z.Z.)
| | - Junpeng Xing
- Jilin Provincial Key Laboratory of Chinese Medicine Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun 130022, China; (H.G.); (F.S.); (J.X.); (Z.Z.)
| | - Zhong Zheng
- Jilin Provincial Key Laboratory of Chinese Medicine Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun 130022, China; (H.G.); (F.S.); (J.X.); (Z.Z.)
| | - Shu Liu
- Jilin Provincial Key Laboratory of Chinese Medicine Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun 130022, China; (H.G.); (F.S.); (J.X.); (Z.Z.)
- Correspondence: (Z.L.); (S.L.); Tel.: +86-431-85262613 (S.L.); Fax: +86-431-85262044 (Z.L.)
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Parallel Reaction Monitoring Mode for Atenolol Quantification in Dried Plasma Spots by Liquid Chromatography Coupled with High-Resolution Mass Spectrometry. Processes (Basel) 2022. [DOI: 10.3390/pr10071240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
In this study, we reported a rapid, sensitive, robust, and validated method for atenolol quantification in dried plasma spots (DPS) by liquid chromatography with high-resolution mass spectrometry (LC-HRMS) using parallel reaction monitoring mode (PRM). Aliquots of 25 µL human plasma were placed onto Whatman 903 Cards and air-dried. Disks (3.2 mm internal diameter) were punched, and a 100 µL working internal standard solution was added to each sample and then incubated on a shaker for 15 min at 40 °C, followed by rapid centrifugation (10,000× g, 10 s). The supernatant was transferred into 300 µL vials for subsequent LC–HRMS analysis. After chromatographic separation, atenolol and the internal standard were quantified in positive-ion parallel reaction monitoring mode by detection of all target product ions at 10 ppm tolerances. The total time of the analysis was 5 min. The calibration curve was linear in the range of 5–1000 ng/mL with interday and intraday precision levels and biases of <14.4%, and recovery was 62.9–81.0%. The atenolol in DPS was stable for ≥30 days at 25 and 4 °C. This fully validated method is selective and suitable for atenolol quantitation in DPS using LC–HRMS.
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9
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Sánchez Brotons A, Eriksson JO, Kwiatkowski M, Wolters JC, Kema IP, Barcaru A, Kuipers F, Bakker SJL, Bischoff R, Suits F, Horvatovich P. Pipelines and Systems for Threshold-Avoiding Quantification of LC-MS/MS Data. Anal Chem 2021; 93:11215-11224. [PMID: 34355890 PMCID: PMC8374884 DOI: 10.1021/acs.analchem.1c01892] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
![]()
The accurate processing
of complex liquid chromatography coupled
to tandem mass spectrometry (LC–MS/MS) data from biological
samples is a major challenge for metabolomics, proteomics, and related
approaches. Here, we present the pipelines and systems for threshold-avoiding
quantification (PASTAQ) LC–MS/MS preprocessing toolset, which
allows highly accurate quantification of data-dependent acquisition
LC–MS/MS datasets. PASTAQ performs compound quantification
using single-stage (MS1) data and implements novel algorithms for
high-performance and accurate quantification, retention time alignment,
feature detection, and linking annotations from multiple identification
engines. PASTAQ offers straightforward parameterization and automatic
generation of quality control plots for data and preprocessing assessment.
This design results in smaller variance when analyzing replicates
of proteomes mixed with known ratios and allows the detection of peptides
over a larger dynamic concentration range compared to widely used
proteomics preprocessing tools. The performance of the pipeline is
also demonstrated in a biological human serum dataset for the identification
of gender-related proteins.
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Affiliation(s)
- Alejandro Sánchez Brotons
- Department of Analytical Biochemistry, Groningen Research Institute of Pharmacy, University of Groningen, 9713 AV Groningen, The Netherlands
| | - Jonatan O Eriksson
- Department of Biomedical Engineering, Lund University, 221 84 Lund, Sweden
| | - Marcel Kwiatkowski
- Department of Analytical Biochemistry, Groningen Research Institute of Pharmacy, University of Groningen, 9713 AV Groningen, The Netherlands.,Functional Proteo-Metabolomics, Department of Biochemistry, University of Innsbruck, A-6020 Innsbruck, Austria
| | - Justina C Wolters
- Department of Pediatrics, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands
| | - Ido P Kema
- Department of Laboratory Medicine, University Medical Center Groningen, University of Groningen, 9700 RB Groningen, The Netherlands
| | - Andrei Barcaru
- Department of Analytical Biochemistry, Groningen Research Institute of Pharmacy, University of Groningen, 9713 AV Groningen, The Netherlands
| | - Folkert Kuipers
- Department of Pediatrics, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands.,Department of Laboratory Medicine, University Medical Center Groningen, University of Groningen, 9700 RB Groningen, The Netherlands
| | - Stephan J L Bakker
- Department of Internal Medicine, Division of Nephrology, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands
| | - Rainer Bischoff
- Department of Analytical Biochemistry, Groningen Research Institute of Pharmacy, University of Groningen, 9713 AV Groningen, The Netherlands
| | - Frank Suits
- IBM Research-Australia, Southbank, 3006 Victoria, Australia
| | - Péter Horvatovich
- Department of Analytical Biochemistry, Groningen Research Institute of Pharmacy, University of Groningen, 9713 AV Groningen, The Netherlands
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Ramadan Q, Fardous RS, Hazaymeh R, Alshmmari S, Zourob M. Pharmacokinetics-On-a-Chip: In Vitro Microphysiological Models for Emulating of Drugs ADME. Adv Biol (Weinh) 2021; 5:e2100775. [PMID: 34323392 DOI: 10.1002/adbi.202100775] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2021] [Revised: 06/08/2021] [Indexed: 12/15/2022]
Abstract
Despite many ongoing efforts across the full spectrum of pharmaceutical and biotech industries, drug development is still a costly undertaking that involves a high risk of failure during clinical trials. Animal models played vital roles in understanding the mechanism of human diseases. However, the use of these models has been a subject of heated debate, particularly due to ethical matters and the inevitable pathophysiological differences between animals and humans. Current in vitro models lack the sufficient functionality and predictivity of human pharmacokinetics and toxicity, therefore, are not capable to fully replace animal models. The recent development of micro-physiological systems has shown great potential as indispensable tools for recapitulating key physiological parameters of humans and providing in vitro methods for predicting the pharmacokinetics and pharmacodynamics in humans. Integration of Absorption, Distribution, Metabolism, and Excretion (ADME) processes within one close in vitro system is a paramount development that would meet important unmet pharmaceutical industry needs. In this review paper, synthesis of the ADME-centered organ-on-a-chip technology is systemically presented from what is achieved to what needs to be done, emphasizing the requirements of in vitro models that meet industrial needs in terms of the structure and functions.
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Affiliation(s)
- Qasem Ramadan
- Alfaisal University, Riyadh, 11533, Kingdom of Saudi Arabia
| | - Roa Saleem Fardous
- Alfaisal University, Riyadh, 11533, Kingdom of Saudi Arabia.,Strathclyde Institute of Pharmacy and Biomedical Sciences, Strathclyde University, Glasgow, G4 0RE, United Kingdom
| | - Rana Hazaymeh
- Almaarefa University, Riyadh, 13713, Kingdom of Saudi Arabia
| | - Sultan Alshmmari
- Saudi Food and Drug Authority, Riyadh, 13513-7148, Kingdom of Saudi Arabia
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11
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Skibiński R, Trawiński J, Gawlik M. Characterization of Phase I Hepatic Metabolites of Anti-Premature Ejaculation Drug Dapoxetine by UHPLC-ESI-Q-TOF. Molecules 2021; 26:3794. [PMID: 34206424 PMCID: PMC8270242 DOI: 10.3390/molecules26133794] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Revised: 06/15/2021] [Accepted: 06/19/2021] [Indexed: 12/04/2022] Open
Abstract
Determination of the metabolism pathway of xenobiotics undergoing the hepatic pass is a crucial aspect in drug development since the presence of toxic biotransformation products may result in significant side effects during the therapy. In this study, the complete hepatic metabolism pathway of dapoxetine established according to the human liver microsome assay with the use of a high-resolution LC-MS system was described. Eleven biotransformation products of dapoxetine, including eight metabolites not reported in the literature so far, were detected and identified. N-dealkylation, hydroxylation, N-oxidation and dearylation were found to be the main metabolic reactions for the investigated xenobiotic. In silico analysis of toxicity revealed that the reaction of didesmethylation may contribute to the increased carcinogenic potential of dapoxetine metabolites. On the other hand, N-oxidation and aromatic hydroxylation biotransformation reactions possibly lead to the formation of mutagenic compounds.
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Affiliation(s)
- Robert Skibiński
- Department of Medicinal Chemistry, Faculty of Pharmacy, Medical University of Lublin, Jaczewskiego 4, 20-090 Lublin, Poland; (J.T.); (M.G.)
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12
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Nayarisseri A. Experimental and Computational Approaches to Improve Binding Affinity in Chemical Biology and Drug Discovery. Curr Top Med Chem 2021; 20:1651-1660. [PMID: 32614747 DOI: 10.2174/156802662019200701164759] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Drug discovery is one of the most complicated processes and establishment of a single drug may require multidisciplinary attempts to design efficient and commercially viable drugs. The main purpose of drug design is to identify a chemical compound or inhibitor that can bind to an active site of a specific cavity on a target protein. The traditional drug design methods involved various experimental based approaches including random screening of chemicals found in nature or can be synthesized directly in chemical laboratories. Except for the long cycle design and time, high cost is also the major issue of concern. Modernized computer-based algorithm including structure-based drug design has accelerated the drug design and discovery process adequately. Surprisingly from the past decade remarkable progress has been made concerned with all area of drug design and discovery. CADD (Computer Aided Drug Designing) based tools shorten the conventional cycle size and also generate chemically more stable and worthy compounds and hence reduce the drug discovery cost. This special edition of editorial comprises the combination of seven research and review articles set emphasis especially on the computational approaches along with the experimental approaches using a chemical synthesizing for the binding affinity in chemical biology and discovery as a salient used in de-novo drug designing. This set of articles exfoliates the role that systems biology and the evaluation of ligand affinity in drug design and discovery for the future.
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Affiliation(s)
- Anuraj Nayarisseri
- In silico Research Laboratory, Eminent Biosciences, Mahalakshmi Nagar, Indore - 452010, Madhya Pradesh, India
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13
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The Development of a Liquid Chromatography High-Resolution Mass Spectrometric Method for Apixaban Quantification in Dried Plasma Spots in Parallel Reaction Monitoring Mode. Processes (Basel) 2021. [DOI: 10.3390/pr9030450] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
This work aimed at developing and validating a rapid, sensitive, and robust method of liquid chromatography with high-resolution mass spectrometry (LC–HRMS) in parallel reaction monitoring (PRM) mode for apixaban quantification in dried plasma spots (DPSs) with a simple extraction procedure. A 25 µL sample of human plasma was placed onto Whatman 903 Protein Saver Cards and allowed to dry; 3.2 mm diameter disks were cut out from DPSs using a puncher, and 100 µL of a working internal standard solution was added to each sample. After this, they were vortexed on a shaker for 15 min at 800 rpm and 40 °C and quick centrifugation (10,000× g, 10 s), and then the extracts were transferred into a 300 µL vial for LC–HRMS. Data were acquired in PRM mode via detection of all target product ions with 10 ppm tolerance. Total analysis time was 5 min. The LC–HRMS method was validated for the 10–400 ng/mL range with R2 > 0.99. Within this range, intra- and interday variability of precision and accuracy was <10%, and recovery was 69.7–85.1%. Apixaban was stable after brief storage at room temperature, and at 4 °C for up to a month. The method development and validation results proved that this LC–HRMS assay of apixaban in DPSs is selective and robust.
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14
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Ulenberg S, Bączek T. Metabolic stability studies of lead compounds supported by separation techniques and chemometrics analysis. J Sep Sci 2020; 44:373-386. [PMID: 33006800 DOI: 10.1002/jssc.202000831] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Revised: 09/30/2020] [Accepted: 09/30/2020] [Indexed: 12/12/2022]
Abstract
With metabolism being one of the main routes of drug elimination from the body (accounting for removal of around 75% of known drugs), it is crucial to understand and study metabolic stability of drug candidates. Metabolically unstable compounds are uncomfortable to administer (requiring repetitive dosage during therapy), while overly stable drugs increase risk of adverse drug reactions. Additionally, biotransformation reactions can lead to formation of toxic or pharmacologically active metabolites (either less-active than parent drug, or even with different action). There were numerous approaches in estimating metabolic stability, including in vitro, in vivo, in silico, and high-throughput screening to name a few. This review aims at describing separation techniques used in in vitro metabolic stability estimation, as well as chemometric techniques allowing for creation of predictive models which enable high-throughput screening approach for estimation of metabolic stability. With a very low rate of drug approval, it is important to understand in silico methods that aim at supporting classical in vitro approach. Predictive models that allow assessment of certain biological properties of drug candidates allow for cutting not only cost, but also time required to synthesize compounds predicted to be unstable or inactive by in silico models.
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Affiliation(s)
- Szymon Ulenberg
- Department of Pharmaceutical Chemistry, Medical University of Gdańsk, Gdańsk, Poland
| | - Tomasz Bączek
- Department of Pharmaceutical Chemistry, Medical University of Gdańsk, Gdańsk, Poland
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15
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Seneviratne HK, Hamlin AN, Heck CJS, Bumpus NN. Spatial Distribution Profiles of Emtricitabine, Tenofovir, Efavirenz, and Rilpivirine in Murine Tissues Following In Vivo Dosing Correlate with Their Safety Profiles in Humans. ACS Pharmacol Transl Sci 2020; 3:655-665. [PMID: 32832868 PMCID: PMC7433710 DOI: 10.1021/acsptsci.0c00015] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2020] [Indexed: 02/08/2023]
Abstract
![]()
Emtricitabine (FTC), tenofovir (TFV),
efavirenz (EFV), and rilpivirine
(RPV) are currently used as components of HIV combination therapy.
Although these drugs are widely used in antiretroviral therapy, several
organ toxicities related to TFV and EFV have been observed clinically.
TFV is associated with nephrotoxicity, whereas EFV-related hepatotoxicity
and neurotoxicity have been reported. While the precise molecular
mechanisms related to the above-mentioned clinically observed toxicities
have yet to be elucidated, understanding the local tissue distribution
profiles of these drugs could yield insights into their safety profiles.
To date, the distributions of these drugs in tissue following in vivo exposure are poorly understood. Therefore, in this
study, we employed a matrix-assisted laser desorption/ionization mass
spectrometry imaging method to generate spatial distribution profiles
of FTC, TFV, EFV, and RPV in mouse tissues following in vivo dosing of following drug regimens: TFV–FTC–EFV and
TFV–FTC–RPV. For this study, liver, brain, kidney, spleen,
and heart tissues were obtained from mice (n = 3)
following separate oral administration of the above-mentioned drug
regimens. Interestingly, EFV was detected in liver, brain, and heart
following TFV–FTC–EFV treatment. Additionally, hydroxylated
EFV, which encompasses the cytochrome P450-dependent monooxygenated
metabolites of EFV, was detected in liver, brain, spleen, and heart
tissue sections. Notably, the tissue distribution profiles of RPV
and hydroxylated RPV following in vivo dosing of
TFV–FTC–RPV were different from EFV/hydroxylated EFV
despite RPV belonging to the same drug class as EFV. In conclusion,
the observed spatial distribution profiles of the study drugs are
in agreement with their safety profiles in humans.
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Affiliation(s)
- Herana Kamal Seneviratne
- Department of Medicine, Division of Clinical Pharmacology and Department of Pharmacology and Molecular Sciences, The Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, United States
| | - Allyson N Hamlin
- Department of Medicine, Division of Clinical Pharmacology and Department of Pharmacology and Molecular Sciences, The Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, United States
| | - Carley J S Heck
- Department of Medicine, Division of Clinical Pharmacology and Department of Pharmacology and Molecular Sciences, The Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, United States
| | - Namandjé N Bumpus
- Department of Medicine, Division of Clinical Pharmacology and Department of Pharmacology and Molecular Sciences, The Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, United States
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16
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Zhang Q, Zhu Y, Tian Y, Yu Q, Wang X. Induced Self-aspiration Electrospray Ionization Mass Spectrometry for Flexible Sampling and Analysis. Anal Chem 2020; 92:4600-4606. [PMID: 32096631 DOI: 10.1021/acs.analchem.0c00143] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Electrospray ionization (ESI) operating in pulse mode can enhance the utilization efficiency of the electrospray ions by a mass spectrometer. Herein, a novel ionization technique called induced self-aspiration-electrospray ionization (ISA-ESI) was developed based on self-aspiration sampling and capacitive induction. The sample solution polarized in a strong electric field was pulsed drawn into a capillary that was connected to a subambient chamber. The sample solution with polarized ions forms a charged liquid column, which can initiate an electrospray when reaching the capillary outlet. In addition to the self-aspiration ability, the use of a constant high voltage supply and no electrical contact with the solution can also simplify the sampling and ionization operation, enabling a convenient ESI mass spectrometry analysis. The developed ISA-ESI source has been used for multidimensional monitoring of chemical reactions as well as liquid extraction surface analysis of plant tissues. It was expected that this special ionization method could be extended to automated high-throughput ESI-MS analysis.
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Affiliation(s)
- Qian Zhang
- Division of Advanced Manufacturing, Tsinghua Shenzhen International Graduate School, Shenzhen 518055, China.,State Key Laboratory of Precision Measurement Technology and Instruments, Department of Precision Instrument, Tsinghua University, Beijing 100084, China
| | - Yanping Zhu
- Division of Advanced Manufacturing, Tsinghua Shenzhen International Graduate School, Shenzhen 518055, China
| | - Yuan Tian
- Division of Advanced Manufacturing, Tsinghua Shenzhen International Graduate School, Shenzhen 518055, China
| | - Quan Yu
- Division of Advanced Manufacturing, Tsinghua Shenzhen International Graduate School, Shenzhen 518055, China
| | - Xiaohao Wang
- Division of Advanced Manufacturing, Tsinghua Shenzhen International Graduate School, Shenzhen 518055, China.,State Key Laboratory of Precision Measurement Technology and Instruments, Department of Precision Instrument, Tsinghua University, Beijing 100084, China
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17
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Fu X, Qin Y, Xia B, Wang Y, Shi P, Zhou Y. High-sensitivity detection of therapeutic drugs in complex biofluids using a packed ballpoint-electrospray ionization technique. Anal Bioanal Chem 2020; 412:2711-2720. [PMID: 32140733 DOI: 10.1007/s00216-020-02512-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2019] [Revised: 01/16/2020] [Accepted: 02/12/2020] [Indexed: 02/05/2023]
Abstract
A simple and sensitive C18 packed ballpoint-electrospray ionization (PBP-ESI) technique was developed for biofluid analysis. In this technique, the configuration of a commercial ballpoint consisting of a hollow chamber, an intermediate socket, and a metal ball was fully exploited. The rear-end hollow chamber was used for loading C18 adsorbent and sample, and the front metal ball served as a spray emitter for online ionization. The good electrical conductivity of the metal body allowed high voltage to be conveniently applied to the ballpoint without inserting the electrode into the solution for electrical connection. Urine sample was directly analyzed with the C18 packed ballpoint; plasma and whole blood samples were premixed with C18 adsorbent before being packed into the ballpoint for detection. As a result of the sample cleanup by C18 adsorbent, the salt matrix in the urine sample as well as the phospholipid and protein matrices in plasma and whole blood samples was significantly reduced. The lower limits of quantitation (LLOQs) for urine, plasma, and whole blood samples reached the subnanogram-per-milliliter level. Graphical abstract.
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Affiliation(s)
- Xian Fu
- Chengdu Institute of Biology, Chinese Academy of Sciences, No. 93 South Keyuan Road, Gaoxin Distinct, Chengdu, 610041, Sichuan, China.,University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Yongping Qin
- GCP Center, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China.
| | - Bing Xia
- Chengdu Institute of Biology, Chinese Academy of Sciences, No. 93 South Keyuan Road, Gaoxin Distinct, Chengdu, 610041, Sichuan, China
| | - Yu Wang
- Chengdu Institute of Biology, Chinese Academy of Sciences, No. 93 South Keyuan Road, Gaoxin Distinct, Chengdu, 610041, Sichuan, China.,University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Peiyu Shi
- Chengdu Institute of Biology, Chinese Academy of Sciences, No. 93 South Keyuan Road, Gaoxin Distinct, Chengdu, 610041, Sichuan, China.,University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Yan Zhou
- Chengdu Institute of Biology, Chinese Academy of Sciences, No. 93 South Keyuan Road, Gaoxin Distinct, Chengdu, 610041, Sichuan, China.
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18
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Bu G, Huang T, Li T. The separation and identification of the residual antigenic fragments in soy protein hydrolysates. J Food Biochem 2020; 44:e13144. [PMID: 31910494 DOI: 10.1111/jfbc.13144] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2019] [Revised: 11/14/2019] [Accepted: 12/18/2019] [Indexed: 11/27/2022]
Abstract
Soybean is one of the major food allergens. In this study, soy protein isolate was hydrolyzed by Neutrase and Flavourzyme. The hydrolysates were separated by ultrafiltration and ion-exchange chromatography. The antigenicity of proteins was determined by indirect competitive ELISA. The molecular weight distribution was characterized by SDS-PAGE. The amino acid sequence of chromatography fractions was analyzed by LC-MS. The results showed that proteins with >50 kDa in hydrolysates had the highest antigenicity and were further separated into F1 -F5 fragments by ion-exchange chromatography. Fragment F4 , which was the most antigenic, was analyzed by LC-MS. The results of mass spectrometry showed that most of the peptides that contained antigen epitopes in chromatography fraction F4 belonged to glycinin subunits. The antigenicity of soy protein was reduced by enzymatic hydrolysis, but glycinin showed resistance to enzymatic hydrolysis. PRACTICAL APPLICATIONS: The identification of residual antigenicity in soy protein hydrolysates by LC-MS provides important information on the resistance mechanism of enzymatic hydrolysis of soybean protein allergens. In addition, the efficient separation of soy protein hydrolysates could be beneficial for developing low-allergenic soybean products.
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Affiliation(s)
- Guanhao Bu
- College of Food Science and Technology, Henan University of Technology, Zhengzhou, China
| | - Ting Huang
- College of Food Science and Technology, Henan University of Technology, Zhengzhou, China
| | - Tanghao Li
- College of Food Science and Technology, Henan University of Technology, Zhengzhou, China
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19
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Sun DZ, Abelson B, Babbar P, Damaser MS. Harnessing the mesenchymal stem cell secretome for regenerative urology. Nat Rev Urol 2020; 16:363-375. [PMID: 30923338 DOI: 10.1038/s41585-019-0169-3] [Citation(s) in RCA: 53] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
The extensive arsenal of bioactive molecules secreted by mesenchymal stem cells (MSCs), known as the secretome, has demonstrated considerable therapeutic benefit in regenerative medicine. Investigation into the therapeutic potential of the secretome has enabled researchers to replicate the anti-inflammatory, pro-angiogenic and trophic effects of stem cells without the need for the cells themselves. Furthermore, treatment with the MSC secretome could circumvent hurdles associated with cellular therapy, including oncogenic transformation, immunoreactivity and cost. Thus, a clear rationale exists for investigating the therapeutic potential of the MSC secretome in regenerative urology. Indeed, preclinical studies have demonstrated the therapeutic benefits of the MSC secretome in models of stress urinary incontinence, renal disease, bladder dysfunction and erectile dysfunction. However, the specific mechanisms underpinning therapeutic activity are unclear and require further research before clinical translation. Improvements in current proteomic methods used to characterize the secretome will be necessary to provide further insight into stem cells and their secretome in regenerative urology.
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Affiliation(s)
- Daniel Z Sun
- Department of Urology, Glickman Urological and Kidney Institute, Cleveland Clinic, Cleveland, OH, USA. .,Cleveland Clinic Lerner College of Medicine at Case Western Reserve University, Cleveland, OH, USA. .,Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA.
| | - Benjamin Abelson
- Department of Urology, Glickman Urological and Kidney Institute, Cleveland Clinic, Cleveland, OH, USA.,Cleveland Clinic Lerner College of Medicine at Case Western Reserve University, Cleveland, OH, USA.,Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Paurush Babbar
- Department of Urology, Glickman Urological and Kidney Institute, Cleveland Clinic, Cleveland, OH, USA.,Cleveland Clinic Lerner College of Medicine at Case Western Reserve University, Cleveland, OH, USA.,Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Margot S Damaser
- Department of Urology, Glickman Urological and Kidney Institute, Cleveland Clinic, Cleveland, OH, USA.,Cleveland Clinic Lerner College of Medicine at Case Western Reserve University, Cleveland, OH, USA.,Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA.,Advanced Platform Technology Center, Louis Stokes Cleveland VA Medical Center, Cleveland, OH, USA
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20
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Giordani CFA, Campanharo S, Wingert NR, Bueno LM, Manoel JW, Costa B, Cattani S, Arbo MD, Garcia SC, Garcia CV, Volpato NM, Schapoval EES, Steppe M. In vitro toxic evaluation of two gliptins and their main impurities of synthesis. BMC Pharmacol Toxicol 2019; 20:82. [PMID: 31852534 PMCID: PMC6921383 DOI: 10.1186/s40360-019-0354-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
Background The presence of impurities in some drugs may compromise the safety and efficacy of the patient’s treatment. Therefore, establishing of the biological safety of the impurities is essential. Diabetic patients are predisposed to tissue damage due to an increased oxidative stress process; and drug impurities may contribute to these toxic effects. In this context, the aim of this work was to study the toxicity, in 3 T3 cells, of the antidiabetic agents sitagliptin, vildagliptin, and their two main impurities of synthesis (S1 and S2; V1 and V2, respectively). Methods MTT reduction and neutral red uptake assays were performed in cytotoxicity tests. In addition, DNA damage (measured by comet assay), intracellular free radicals (by DCF), NO production, and mitochondrial membrane potential (ΔψM) were evaluated. Results Cytotoxicity was observed for impurity V2. Free radicals generation was found at 1000 μM of sitagliptin and 10 μM of both vildagliptin impurities (V1 and V2). A decrease in NO production was observed for all vildagliptin concentrations. No alterations were observed in ΔψM or DNA damage at the tested concentrations. Conclusions This study demonstrated that the presence of impurities might increase the cytotoxicity and oxidative stress of the pharmaceutical formulations at the concentrations studied.
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Affiliation(s)
- Camila F A Giordani
- Laboratório de Controle de Qualidade Farmacêutico, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Sarah Campanharo
- Laboratório de Controle de Qualidade Farmacêutico, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Nathalie R Wingert
- Laboratório de Controle de Qualidade Farmacêutico, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Lívia M Bueno
- Laboratório de Controle de Qualidade Farmacêutico, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Joanna W Manoel
- Laboratório de Controle de Qualidade Farmacêutico, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Barbara Costa
- Laboratório de Toxicologia (LATOX), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Shanda Cattani
- Laboratório de Toxicologia (LATOX), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Marcelo Dutra Arbo
- Laboratório de Toxicologia (LATOX), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Solange Cristina Garcia
- Laboratório de Toxicologia (LATOX), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Cássia Virginia Garcia
- Laboratório de Controle de Qualidade Farmacêutico, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Nádia Maria Volpato
- Laboratório de Controle de Qualidade Farmacêutico, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | | | - Martin Steppe
- Laboratório de Controle de Qualidade Farmacêutico, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil.
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21
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Song W, Tweed JA, Visswanathan R, Saunders JP, Gu Z, Holliman CL. Bioanalysis of Targeted Nanoparticles in Monkey Plasma via LC-MS/MS. Anal Chem 2019; 91:13874-13882. [PMID: 31584812 DOI: 10.1021/acs.analchem.9b03367] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
This work represents the first reporting of a comprehensive bioanalytical GLP methodology detailing the mass spectrometric quantitation of PF-05212384 dosed as a targeted polymeric encapsulated nanoparticle (PF-07034663) to monkeys. Polymeric nanoparticles are a type of drug formulation that enables the sustained release of an active therapeutic agent (payload) for targeted delivery to specific sites of action such as cancer cells. Through the careful design and engineering of the nanoparticle formulation, it is possible to improve the biodistribution and safety of a given therapeutic payload in circulation. However, the bioanalysis of nanoparticles is challenging due to the complexity of the nanoparticle drug formulation itself and the number of pharmacokinetic end points needed to characterize the in vivo exposure of the nanoparticles. Gedatolisib, also known as PF-05212384, was reformulated as an encapsulated targeted polymeric nanoparticle. The bioanalytical assays were validated to quantitate both total and released PF-05212384 derived from the encapsulated nanoparticle (PF-07034663). Assay performance calculated from quality control samples in three batch runs demonstrated intraday precision and accuracy within 10.3 and 12.2%, respectively, and interday precision and accuracy within 9.1 and 8.5%, respectively. This method leveraged automation to ease the burden of a laborious and complicated sample pretreatment and extraction procedure. The automated method was used to support a preclinical safety study in monkeys in which both released and total PF-05212384 concentrations were determined in over 1600 monkey plasma study samples via LC-MS/MS.
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Affiliation(s)
- Wei Song
- Medicine Design, Pfizer Worldwide Research and Development , Pfizer Inc. , Eastern Point Road , MS8118D-2047, Groton , Connecticut 06340 , United States
| | - Joseph A Tweed
- Medicine Design, Pfizer Worldwide Research and Development , Pfizer Inc. , Eastern Point Road , MS8118D-2047, Groton , Connecticut 06340 , United States
| | - Ravi Visswanathan
- Medicine Design, Pfizer Worldwide Research and Development , Pfizer Inc. , San Diego , California 92121 , United States
| | - James P Saunders
- Medicine Design, Pfizer Worldwide Research and Development , Pfizer Inc. , Eastern Point Road , MS8118D-2047, Groton , Connecticut 06340 , United States
| | - Zhenhua Gu
- Regeneron Pharmaceuticals, Inc. , Tarrytown , New York 105910 , United States
| | - Christopher L Holliman
- Medicine Design, Pfizer Worldwide Research and Development , Pfizer Inc. , Eastern Point Road , MS8118D-2047, Groton , Connecticut 06340 , United States
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22
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Xu Z, Wu H, Tang Y, Xu W, Zhai Y. Electric modeling and characterization of pulsed high-voltage nanoelectrospray ionization sources by a miniature ion trap mass spectrometer. JOURNAL OF MASS SPECTROMETRY : JMS 2019; 54:583-591. [PMID: 30989769 DOI: 10.1002/jms.4361] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2018] [Revised: 04/01/2019] [Accepted: 04/08/2019] [Indexed: 06/09/2023]
Abstract
A better understanding of nanoelectrospray ionization (nano-ESI) would be beneficial in further improving the performances of nano-ESI. In this work, the pulsed high-voltage (HV) nano-ESI has been electrically modeled and then systematically characterized by both voltage-current and mass spectrometry measurements. First, the equivalent resistance of a nano-ESI source changes with respect to both emitter tip diameter and the HV applied. Increased voltage could improve both spray current and ionization efficiency of the pulsed HV nano-ESI. Compared with conventional DC HV method, a pulsed HV has less heating effect on the capillary tip and thus allowing the application of a much higher voltage onto a nano-ESI source. As a result, a pulsed HV nano-ESI could further boost the ionization efficiency of nano-ESI by employing even higher voltages than conventional DC nano-ESI sources.
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Affiliation(s)
- Zuqiang Xu
- School of Life Science, Beijing Institute of Technology, Beijing, 100081, China
| | - Hanyan Wu
- Beijing Institute for Drug Control, Beijing, 102206, China
| | - Yang Tang
- School of Life Science, Beijing Institute of Technology, Beijing, 100081, China
| | - Wei Xu
- School of Life Science, Beijing Institute of Technology, Beijing, 100081, China
| | - Yanbing Zhai
- School of Life Science, Beijing Institute of Technology, Beijing, 100081, China
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Purna Chander C, Raju B, Ramesh M, Shankar G, Srinivas R. Liquid chromatography/electrospray ionization tandem mass spectrometry study of repaglinide and its forced degradation products. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2018; 32:1181-1190. [PMID: 29723439 DOI: 10.1002/rcm.8151] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/24/2017] [Revised: 03/14/2018] [Accepted: 04/22/2018] [Indexed: 06/08/2023]
Abstract
RATIONALE Stress stability studies of drugs have been recognized as an essential part of the drug development process. These studies are used to investigate the intrinsic stability of the drugs and for the development of a selective stability indicating assay method (SIAM). Stress testing is also useful for the formulation and packaging development, shelf-life determination and designing of manufacturing processes. As per regulatory guidelines, stress degradation studies and structural characterization should be carried out to establish degradation pathways of the drug, which is essential from both the efficacy and safety point of view. As the stress stability studies of repaglinide have not been reported in the literature, the present study has been undertaken. METHODS Repaglinide (RP), an oral anti-diabetic drug, was subjected to hydrolysis (acidic, alkaline and neutral), oxidation, photolysis and thermal stress conditions as per International Conference on Harmonization (ICH) guidelines Q1A (R2). The chromatographic separation of the drug and its degradation products (DPs) was achieved on an Agilent XDB C-18 column using the gradient elution method with a mobile phase consisting of 20 mM ammonium acetate and acetonitrile at flow rate of 1.0 mL min-1 . The DPs were characterized using liquid chromatography/electrospray ionization tandem mass spectrometry (LC/ESI-MS/MS) in combination with accurate mass measurements. RESULTS The drug degraded under hydrolytic and oxidative stress, while it was stable under thermal and photolytic stress conditions. In total, six DPs were formed and the LC/MS method described here can resolve all DPs from the parent as well as from each other under various stress conditions. To elucidate the structures of DPs, fragmentation of the [M + H]+ ions of RP and its DPs was studied by using LC/ESI-MS/MS combined with accurate mass measurements. CONCLUSIONS The forced degradation of RP carried out as per ICH guidelines results in the formation of six degradation products which have been characterized using LC/MS/MS in combination with accurate mass measurements.
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Affiliation(s)
- C Purna Chander
- National Centre for Mass Spectrometry, CSIR-Indian Institute of Chemical Technology, Hyderabad, 500 007, India
| | - B Raju
- National Centre for Mass Spectrometry, CSIR-Indian Institute of Chemical Technology, Hyderabad, 500 007, India
| | - M Ramesh
- National Centre for Mass Spectrometry, CSIR-Indian Institute of Chemical Technology, Hyderabad, 500 007, India
| | - G Shankar
- National Centre for Mass Spectrometry, CSIR-Indian Institute of Chemical Technology, Hyderabad, 500 007, India
| | - R Srinivas
- National Centre for Mass Spectrometry, CSIR-Indian Institute of Chemical Technology, Hyderabad, 500 007, India
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24
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Campbell JL, Collings BA, Le Blanc JY, Hager JW. A novel MS3 experiment for quantifying ions with a linear ion trap. CAN J CHEM 2018. [DOI: 10.1139/cjc-2017-0734] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
Liquid chromatography coupled with tandem mass spectrometry has long been employed for the quantitation of molecules. With judicious selection of precursor and fragment ions, multiple-reaction monitoring assays can be developed rapidly for these experiments. However, there are cases where analyses struggle due to high background signals caused by matrix effects that interfere with the analytical signal. An alternative to MRMs involves using two stages of tandem mass spectrometry — an MS3 experiment. Although this technique can provide greater selectivity than MS/MS experiments, cycle times for MS3 experiments are typically longer than MRM-type experiments. Here, we present a quantitation technique employing an MS3 method with shorter cycle times than traditional linear ion trap MS3 scans. Termed “scan-free” MS3, this technique performs “mass analysis” by isolating the ions of interest in the linear ion trap and then emptying the trap of these ions. The signal will be due only to those preselected ions, resulting in an MS3 experiment with up to a ∼35% reduction in cycle times relative to standard MS3 experiments without loss of sensitivity. We compare the analytical performance of this method with MRMs, as well as standard MS3 experiments, finding equivalent or better performance from the scan-free MS3 method.
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Affiliation(s)
- J. Larry Campbell
- SCIEX, 71 Four Valley Drive, Concord, ON L4K 4V8, Canada
- SCIEX, 71 Four Valley Drive, Concord, ON L4K 4V8, Canada
| | - Bruce A. Collings
- SCIEX, 71 Four Valley Drive, Concord, ON L4K 4V8, Canada
- SCIEX, 71 Four Valley Drive, Concord, ON L4K 4V8, Canada
| | - J.C. Yves Le Blanc
- SCIEX, 71 Four Valley Drive, Concord, ON L4K 4V8, Canada
- SCIEX, 71 Four Valley Drive, Concord, ON L4K 4V8, Canada
| | - James W. Hager
- SCIEX, 71 Four Valley Drive, Concord, ON L4K 4V8, Canada
- SCIEX, 71 Four Valley Drive, Concord, ON L4K 4V8, Canada
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25
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Chatterjee S, Major GH, Paull B, Rodriguez ES, Kaykhaii M, Linford MR. Using pattern recognition entropy to select mass chromatograms to prepare total ion current chromatograms from raw liquid chromatography–mass spectrometry data. J Chromatogr A 2018; 1558:21-28. [DOI: 10.1016/j.chroma.2018.04.042] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2017] [Revised: 04/06/2018] [Accepted: 04/17/2018] [Indexed: 11/29/2022]
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26
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Brooker MR, Longnecker K, Kujawinski EB, Evert MH, Mouser PJ. Discrete Organic Phosphorus Signatures are Evident in Pollutant Sources within a Lake Erie Tributary. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2018; 52:6771-6779. [PMID: 29779381 DOI: 10.1021/acs.est.7b05703] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Phosphorus loads are strongly associated with the severity of harmful algal blooms in Lake Erie, a Great Lake situated between the United States and Canada. Inorganic and total phosphorus measurements have historically been used to estimate nonpoint and point source contributions, from contributing watersheds with organic phosphorus often neglected. Here, we used ultrahigh resolution mass spectrometry to characterize the dissolved organic matter and specifically dissolved organic phosphorus composition of several nutrient pollutant source materials and aqueous samples in a Lake Erie tributary. We detected between 23 and 313 organic phosphorus formulas across our samples, with manure samples having greater abundance of phosphorus- and nitrogen containing compounds compared to other samples. Manures also were enriched in lipids and protein-like compounds. The greatest similarities were observed between the Sandusky River and wastewater treatment plant effluent (WWTP), or the Sandusky River and agricultural edge of field samples. These sample pairs shared 84% of organic compounds and 59-73% of P-containing organic compounds, respectively. This similarity suggests that agricultural and/or WWTP sources dominate the supply of organic phosphorus compounds to the river. We identify formulas shared between the river and pollutant sources that could serve as possible markers of source contamination in the tributary.
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Affiliation(s)
- M R Brooker
- Department of Civil, Environmental, and Geodetic Engineering , Ohio State University , Columbus , Ohio 43210 , United States
- Environmental Science Graduate Program , Ohio State University , Columbus , Ohio 43210 , United States
| | - K Longnecker
- Woods Hole Oceanographic Institution , Department of Marine Chemistry and Geochemistry , Woods Hole , Massachusetts 02543 , United States
| | - E B Kujawinski
- Woods Hole Oceanographic Institution , Department of Marine Chemistry and Geochemistry , Woods Hole , Massachusetts 02543 , United States
| | - M H Evert
- Department of Civil, Environmental, and Geodetic Engineering , Ohio State University , Columbus , Ohio 43210 , United States
- Environmental Science Graduate Program , Ohio State University , Columbus , Ohio 43210 , United States
| | - P J Mouser
- Department of Civil, Environmental, and Geodetic Engineering , Ohio State University , Columbus , Ohio 43210 , United States
- Department of Civil and Environmental Engineering , University of New Hampshire , Durham , New Hampshire 03824 , United States
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Exploring the Metabolism of (+)-[ 18F]Flubatine in Vitro and in Vivo: LC-MS/MS Aided Identification of Radiometabolites in a Clinical PET Study. Molecules 2018; 23:molecules23020464. [PMID: 29461507 PMCID: PMC6017759 DOI: 10.3390/molecules23020464] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2018] [Revised: 02/15/2018] [Accepted: 02/16/2018] [Indexed: 01/25/2023] Open
Abstract
Both (+)-[18F]flubatine and its enantiomer (−)-[18F]flubatine are radioligands for the neuroimaging of α4β2 nicotinic acetylcholine receptors (nAChRs) by positron emission tomography (PET). In a clinical study in patients with early Alzheimer’s disease, (+)-[18F]flubatine ((+)-[18F]1) was examined regarding its metabolic fate, in particular by identification of degradation products detected in plasma and urine. The investigations included an in vivo study of (+)-flubatine ((+)-1) in pigs and structural elucidation of formed metabolites by LC-MS/MS. Incubations of (+)-1 and (+)-[18F]1 with human liver microsomes were performed to generate in vitro metabolites, as well as radiometabolites, which enabled an assignment of their structures by comparison of LC-MS/MS and radio-HPLC data. Plasma and urine samples taken after administration of (+)-[18F]1 in humans were examined by radio-HPLC and, on the basis of results obtained in vitro and in vivo, formed radiometabolites were identified. In pigs, (+)-1 was monohydroxylated at different sites of the azabicyclic ring system of the molecule. Additionally, one intermediate metabolite underwent glucuronidation, as also demonstrated in vitro. In humans, a fraction of 95.9 ± 1.9% (n = 10) of unchanged tracer remained in plasma, 30 min after injection. However, despite the low metabolic degradation, both radiometabolites formed in humans could be characterized as (i) a product of C-hydroxylation at the azabicyclic ring system, and (ii) a glucuronide conjugate of the precedingly-formed N8-hydroxylated (+)-[18F]1.
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28
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Assessing Herb–Drug Interactions of Herbal Products With Therapeutic Agents for Metabolic Diseases: Analytical and Regulatory Perspectives. STUDIES IN NATURAL PRODUCTS CHEMISTRY 2018. [DOI: 10.1016/b978-0-444-64179-3.00009-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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Tulloch LB, Menzies SK, Coron RP, Roberts MD, Florence GJ, Smith TK. Direct and indirect approaches to identify drug modes of action. IUBMB Life 2017; 70:9-22. [PMID: 29210173 DOI: 10.1002/iub.1697] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2017] [Accepted: 11/13/2017] [Indexed: 12/15/2022]
Abstract
Phenotypic assays are becoming increasingly more common among drug discovery practices, expanding drug target diversity as lead compounds identified through such screens are not limited to known targets. While increasing diversity is beneficial to the drug discovery process and the fight against disease, the unknown modes of action of new lead compounds can hamper drug discovery as, in most cases, the process of lead compound optimization is made difficult due to the unknown nature of the target; blindly changing substituents can prove fruitless due to the inexhaustible number of potential combinations, and it is therefore desirable to rapidly identify the targets of lead compounds developed through phenotypic screening. In addition, leads identified through target-based screening often have off-target effects that contribute towards drug toxicity, and by identifying those secondary targets, the drugs can be improved. However, the identification of a leads mode of action is far from trivial and now represents a major bottleneck in the drug discovery pipeline. This review looks at some of the recent developments in the identification of drug modes of action, focusing on phenotype-based methods using metabolomics, proteomics, transcriptomics, and genomics to detect changes in phenotype in response to the presence of the drug, and affinity-based methods using modified/unmodified drug as bait to capture and identify targets. © 2017 IUBMB Life, 70(1):9-22, 2018.
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Affiliation(s)
- Lindsay B Tulloch
- EaStCHEM School of Chemistry and School of Biology, Biomedical Sciences Research Complex, University of St Andrews, Fife, KY16 9ST, UK
| | - Stefanie K Menzies
- EaStCHEM School of Chemistry and School of Biology, Biomedical Sciences Research Complex, University of St Andrews, Fife, KY16 9ST, UK
| | - Ross P Coron
- EaStCHEM School of Chemistry and School of Biology, Biomedical Sciences Research Complex, University of St Andrews, Fife, KY16 9ST, UK
| | - Matthew D Roberts
- EaStCHEM School of Chemistry and School of Biology, Biomedical Sciences Research Complex, University of St Andrews, Fife, KY16 9ST, UK
| | - Gordon J Florence
- EaStCHEM School of Chemistry and School of Biology, Biomedical Sciences Research Complex, University of St Andrews, Fife, KY16 9ST, UK
| | - Terry K Smith
- EaStCHEM School of Chemistry and School of Biology, Biomedical Sciences Research Complex, University of St Andrews, Fife, KY16 9ST, UK
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30
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Ghaderi F, Nemati M, Siahi-Shadbad MR, Valizadeh H, Monajjemzadeh F. Physicochemical analysis and nonisothermal kinetic study of sertraline-lactose binary mixtures. J Food Drug Anal 2017; 25:709-716. [PMID: 28911656 PMCID: PMC9328830 DOI: 10.1016/j.jfda.2016.08.003] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2015] [Revised: 06/22/2016] [Accepted: 08/21/2016] [Indexed: 10/26/2022] Open
Abstract
In the present study the physicochemical stability of sertraline with lactose was evaluated in drug-excipient binary mixtures. Different physicochemical methods such as differential scanning calorimetry (DSC), Fourier-transform infrared spectroscopy, and mass spectrometry were applied to confirm the incompatibility. The final aim of this study was to evaluate the kinetic parameters using a fast and sensitive DSC method. Solid-state kinetic parameters were derived from nonisothermally stressed physical mixtures using different thermal models such as Friedman, Flynn-Wall-Ozawa, and Kissinger-Akahira-Sunose. Overall, the instability of sertraline with lactose was successfully evaluated. Further confirmation was made by tracking the Maillard reaction product of sertraline and lactose by mass spectrometry. DSC scans provided important information about the stability of sertraline in solid-state condition and also revealed the related thermokinetic parameters in order to understand the nature of the chemical instability.
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Affiliation(s)
- Faranak Ghaderi
- Food and drug safety research center, Tabriz University of Medical Sciences, Tabriz, Iran; Department of Drug and Food Control, Urmia University of Medical Sciences, Urmia, Iran
| | - Mahboob Nemati
- Food and drug safety research center, Tabriz University of Medical Sciences, Tabriz, Iran; Department of Pharmaceutical and Food Control, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Mohammad Reza Siahi-Shadbad
- Department of Pharmaceutical and Food Control, Tabriz University of Medical Sciences, Tabriz, Iran; Drug Applied Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Hadi Valizadeh
- Department of Pharmaceutics, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Farnaz Monajjemzadeh
- Drug Applied Research Center, Tabriz University of Medical Sciences, Tabriz, Iran; Department of Pharmaceutical and Food Control, Tabriz University of Medical Sciences, Tabriz, Iran.
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31
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Sobeh M, Mahmoud MF, Abdelfattah MAO, El-Beshbishy HA, El-Shazly AM, Wink M. Albizia harveyi: phytochemical profiling, antioxidant, antidiabetic and hepatoprotective activities of the bark extract. Med Chem Res 2017. [DOI: 10.1007/s00044-017-2005-8] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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32
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Lee G, Lee HB, Jung BH, Nam H. mvp - an open-source preprocessor for cleaning duplicate records and missing values in mass spectrometry data. FEBS Open Bio 2017; 7:1051-1059. [PMID: 28680817 PMCID: PMC5494294 DOI: 10.1002/2211-5463.12247] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2017] [Revised: 04/27/2017] [Accepted: 05/15/2017] [Indexed: 11/09/2022] Open
Abstract
Mass spectrometry (MS) data are used to analyze biological phenomena based on chemical species. However, these data often contain unexpected duplicate records and missing values due to technical or biological factors. These 'dirty data' problems increase the difficulty of performing MS analyses because they lead to performance degradation when statistical or machine-learning tests are applied to the data. Thus, we have developed missing values preprocessor (mvp), an open-source software for preprocessing data that might include duplicate records and missing values. mvp uses the property of MS data in which identical chemical species present the same or similar values for key identifiers, such as the mass-to-charge ratio and intensity signal, and forms cliques via graph theory to process dirty data. We evaluated the validity of the mvp process via quantitative and qualitative analyses and compared the results from a statistical test that analyzed the original and mvp-applied data. This analysis showed that using mvp reduces problems associated with duplicate records and missing values. We also examined the effects of using unprocessed data in statistical tests and examined the improved statistical test results obtained with data preprocessed using mvp.
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Affiliation(s)
- Geunho Lee
- School of Electrical Engineering and Computer Science Gwangju Institute of Science and Technology (GIST) Korea
| | - Hyun Beom Lee
- Molecular Recognition Research Center Korea Institute of Science and Technology (KIST) Seoul Korea
| | - Byung Hwa Jung
- Molecular Recognition Research Center Korea Institute of Science and Technology (KIST) Seoul Korea
| | - Hojung Nam
- School of Electrical Engineering and Computer Science Gwangju Institute of Science and Technology (GIST) Korea
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33
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Hatsis P, Waters NJ, Argikar UA. Implications for Metabolite Quantification by Mass Spectrometry in the Absence of Authentic Standards. Drug Metab Dispos 2017; 45:492-496. [PMID: 28254953 DOI: 10.1124/dmd.117.075259] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2017] [Accepted: 03/01/2017] [Indexed: 01/15/2023] Open
Abstract
Quantification of metabolites by mass spectrometry in the absence of authentic reference standards or without a radiolabel is often called "semiquantitative," which acknowledges that mass spectrometric responses are not truly quantitative. For many researchers, it is tempting to pursue this practice of semiquantification in early drug discovery and even preclinical development, when radiolabeled absorption, distribution, metabolism, and excretion studies are being deferred to later stages of drug development. The caveats of quantifying metabolites based on parent drug response are explored in this investigation. A set of 71 clinically relevant drugs/metabolites encompassing common biotransformation pathways was subjected to flow injection analysis coupled with electrospray ionization (ESI) mass spectrometry. The results revealed a large variation in ESI response even for structurally similar parent drug/metabolite pairs. The ESI response of each metabolite was normalized to that of the parent drug to generate an ESI relative response factor. Overall, relative response factors ranged from 0.014 (>70-fold lower response than parent) to 8.6 (8.6-fold higher response than parent). Various two-dimensional molecular descriptors were calculated that describe physicochemical, topological, and structural properties for each drug/metabolite. The molecular descriptors, along with the ESI response factors, were used in univariate analyses as well as a principal components analysis to ascertain which molecular descriptors best account for the observed discrepancies in drug/metabolite ESI response. This investigation has shown that the practice of using parent drug response to quantify metabolites should be used with caution.
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Affiliation(s)
- Panos Hatsis
- Drug Metabolism & Pharmacokinetics, Novartis Institutes for Biomedical Research Inc., East Hanover, New Jersey (P.H); Syros Pharmaceuticals, Cambridge, Massachusetts (N.J.W); and Analytical Sciences & Imaging, Novartis Institutes for Biomedical Research Inc., Cambridge, Massachusetts (U.A.A)
| | - Nigel J Waters
- Drug Metabolism & Pharmacokinetics, Novartis Institutes for Biomedical Research Inc., East Hanover, New Jersey (P.H); Syros Pharmaceuticals, Cambridge, Massachusetts (N.J.W); and Analytical Sciences & Imaging, Novartis Institutes for Biomedical Research Inc., Cambridge, Massachusetts (U.A.A)
| | - Upendra A Argikar
- Drug Metabolism & Pharmacokinetics, Novartis Institutes for Biomedical Research Inc., East Hanover, New Jersey (P.H); Syros Pharmaceuticals, Cambridge, Massachusetts (N.J.W); and Analytical Sciences & Imaging, Novartis Institutes for Biomedical Research Inc., Cambridge, Massachusetts (U.A.A)
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34
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Infante JR, Patnaik A, Verschraegen CF, Olszanski AJ, Shaheen M, Burris HA, Tolcher AW, Papadopoulos KP, Beeram M, Hynes SM, Leohr J, Lin AB, Li LQ, McGlothlin A, Farrington DL, Westin EH, Cohen RB. Two Phase 1 dose-escalation studies exploring multiple regimens of litronesib (LY2523355), an Eg5 inhibitor, in patients with advanced cancer. Cancer Chemother Pharmacol 2017; 79:315-326. [DOI: 10.1007/s00280-016-3205-5] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2016] [Accepted: 11/21/2016] [Indexed: 10/20/2022]
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35
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Chen X, Hatsis P, Judge J, Argikar UA, Ren X, Sarber J, Mansfield K, Liang G, Amaral A, Catoire A, Bentley A, Ramos L, Moench P, Hintermann S, Carcache D, Glick J, Flarakos J. Compound Property Optimization in Drug Discovery Using Quantitative Surface Sampling Micro Liquid Chromatography with Tandem Mass Spectrometry. Anal Chem 2016; 88:11813-11820. [PMID: 27797491 DOI: 10.1021/acs.analchem.6b03449] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Surface sampling micro liquid chromatography tandem mass spectrometry (SSμLC-MS/MS) was explored as a quantitative tissue distribution technique for probing compound properties in drug discovery. A method was developed for creating standard curves using surrogate tissue sections from blank tissue homogenate spiked with compounds. The resulting standard curves showed good linearity and high sensitivity. The accuracy and precision of standards met acceptance criteria of ±30%. A new approach was proposed based on an experimental and mathematical method for tissue extraction efficiency evaluation by means of consecutively sampling a location on tissue twice by SSμLC-MS/MS. The observed extraction efficiency ranged from 69% to 82% with acceptable variation for the test compounds. Good agreement in extraction efficiency was observed between surrogate tissue sections and incurred tissue sections. This method was successfully applied to two case studies in which tissue distribution was instrumental in advancing project teams' understanding of compound properties.
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Affiliation(s)
| | - Panos Hatsis
- Drug Metabolism & Pharmacokinetics, Novartis Institutes for BioMedical Research, Inc. 1 Health Plaza, East Hanover, New Jersey 07936 United States
| | | | | | - Xiaojun Ren
- Drug Metabolism & Pharmacokinetics, Novartis Institutes for BioMedical Research, Inc. 1 Health Plaza, East Hanover, New Jersey 07936 United States
| | | | | | | | | | - Alexandre Catoire
- Drug Metabolism & Pharmacokinetics, Novartis Institutes for BioMedical Research, Inc. 1 Health Plaza, East Hanover, New Jersey 07936 United States
| | - Adam Bentley
- Drug Metabolism & Pharmacokinetics, Novartis Institutes for BioMedical Research, Inc. 1 Health Plaza, East Hanover, New Jersey 07936 United States
| | - Luis Ramos
- Drug Metabolism & Pharmacokinetics, Novartis Institutes for BioMedical Research, Inc. 1 Health Plaza, East Hanover, New Jersey 07936 United States
| | - Paul Moench
- Drug Metabolism & Pharmacokinetics, Novartis Institutes for BioMedical Research, Inc. 1 Health Plaza, East Hanover, New Jersey 07936 United States
| | - Samuel Hintermann
- Global Discovery Chemistry, Novartis Institutes for BioMedical Research, Inc. 4056 Basel, Switzerland
| | - David Carcache
- Global Discovery Chemistry, Novartis Institutes for BioMedical Research, Inc. 4056 Basel, Switzerland
| | - Jim Glick
- Drug Metabolism & Pharmacokinetics, Novartis Institutes for BioMedical Research, Inc. 1 Health Plaza, East Hanover, New Jersey 07936 United States
| | - Jimmy Flarakos
- Drug Metabolism & Pharmacokinetics, Novartis Institutes for BioMedical Research, Inc. 1 Health Plaza, East Hanover, New Jersey 07936 United States
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36
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A whole-molecule immunocapture LC–MS approach for the in vivo quantitation of biotherapeutics. Bioanalysis 2016; 8:2103-14. [DOI: 10.4155/bio-2016-0180] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Aim: Large-molecule biotherapeutic quantitation in vivo by LC–MS has traditionally relied on enzymatic digestion followed by quantitation of a ‘surrogate peptide’ to infer whole-molecule concentration. MS methods presented here measure the whole molecule and provide a platform to better understand the various circulating drug forms by allowing for variant quantitation. Results: An immunocapture LC–MS method for quantitation of a biotherapeutic monoclonal antibody from human plasma is presented. Sensitivity, precision and accuracy for each molecular portion are presented along with an example of glycoform variant quantitation. Conclusion: The method is presented as a basic platform to be further developed for Good Practice (GxP) applications, critical quality attribute analysis or general understanding of molecular forms present as required for the wide range of drug development processes.
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Gul MZ, Chandrasekaran S, K M, Bhat MY, Maurya R, Qureshi IA, Ghazi IA. Bioassay-Guided Fractionation and In Vitro Antiproliferative Effects of Fractions ofArtemisia nilagiricaon THP-1 cell line. Nutr Cancer 2016; 68:1210-24. [DOI: 10.1080/01635581.2016.1205900] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
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38
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Metabolomics reveals the effect of garlic on antioxidant- and protease-activities during Cheonggukjang (fermented soybean paste) fermentation. Food Res Int 2016. [DOI: 10.1016/j.foodres.2016.01.019] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
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39
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Application of high-resolution MS for development of peptide and large-molecule drug candidates. Bioanalysis 2016; 8:169-77. [DOI: 10.4155/bio.15.249] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023] Open
Abstract
Background: For quantitative bioanalysis utilizing MS, the instrument of choice is typically a triple quadruple mass spectrometer. However, advances in high-resolution MS have allowed sensitivity and dynamic ranges to approach that of triple quadrupole instruments. Results: A matrix-free protein digest, a digested therapeutic protein and the intact peptide therapeutic liraglutide were each analyzed on high-resolution and triple quadrupole mass spectrometers with data compared. Samples from a mouse PK study with liraglutide were analyzed using the two different instruments, and equivalent PK exposure data were demonstrated. Conclusion: High-resolution and triple quadrupole mass spectrometers can generate data resulting in identical PK parameters from an in-life sample set, thus giving confidence in either technique in support of biotherapeutic PK exposure studies.
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40
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Pharmacokinetic and pharmacometabolomic study of pirfenidone in normal mouse tissues using high mass resolution MALDI-FTICR-mass spectrometry imaging. Histochem Cell Biol 2015; 145:201-11. [PMID: 26645566 DOI: 10.1007/s00418-015-1382-7] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/26/2015] [Indexed: 10/22/2022]
Abstract
Given the importance of pirfenidone as the first worldwide-approved drug for idiopathic pulmonary fibrosis treatment, its pharmacodynamic properties and the metabolic response to pirfenidone treatment have not been fully elucidated. The aim of the present study was to get molecular insights of pirfenidone-related pharmacometabolomic response using MALDI-FTICR-MSI. Quantitative MALDI-FTICR-MSI was carried out for determining the pharmacokinetic properties of pirfenidone and its related metabolites 5-hydroxymethyl pirfenidone and 5-carboxy pirfenidone in lung, liver and kidney. To monitor the effect of pirfenidone administration on endogenous cell metabolism, additional in situ endogenous metabolite imaging was performed in lung tissue sections. While pirfenidone is highly abundant and delocalized across the whole micro-regions of lung, kidney and liver, 5-hydroxymethyl pirfenidone and 5-carboxy pirfenidone demonstrate heterogeneous distribution patterns in lung and kidney. In situ endogenous metabolite imaging study of lung tissue indicates no significant effects of pirfenidone on metabolic pathways. Remarkably, we found 129 discriminative m/z values which represent clear differences between control and treated lungs, the majority of which are currently unknown. PCA analysis and heatmap view can accurately distinguish control and treated groups. This is the first pharmacokinetic study to investigate the tissue distribution of orally administered pirfenidone and its related metabolites simultaneously in organs without labeling. The combination of pharmametabolome with histological features provides detailed mapping of drug effects on metabolism as response of healthy lung tissue to pirfenidone treatment.
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Ghaderi F, Nemati M, Siahi-Shadbad MR, Valizadeh H, Monajjemzadeh F. Physicochemical evaluation and non-isothermal kinetic study of the drug–excipient interaction between doxepin and lactose. POWDER TECHNOL 2015. [DOI: 10.1016/j.powtec.2015.09.007] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Kulyk DS, Miller CF, Badu-Tawiah AK. Reactive Charged Droplets for Reduction of Matrix Effects in Electrospray Ionization Mass Spectrometry. Anal Chem 2015; 87:10988-94. [PMID: 26437455 DOI: 10.1021/acs.analchem.5b02943] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Dmytro S. Kulyk
- Department of Chemistry and
Biochemistry, The Ohio State University, 100 West 18th Ave, Columbus, Ohio 43210, United States
| | - Colbert F. Miller
- Department of Chemistry and
Biochemistry, The Ohio State University, 100 West 18th Ave, Columbus, Ohio 43210, United States
| | - Abraham K. Badu-Tawiah
- Department of Chemistry and
Biochemistry, The Ohio State University, 100 West 18th Ave, Columbus, Ohio 43210, United States
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43
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Implementation of a single quad MS detector in routine QC analysis of peptide drugs. J Pharm Anal 2015; 6:24-31. [PMID: 29403959 PMCID: PMC5762454 DOI: 10.1016/j.jpha.2015.09.002] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2014] [Revised: 09/21/2015] [Accepted: 09/22/2015] [Indexed: 01/13/2023] Open
Abstract
A newly developed single quad mass spectrometry (MS) detector was coupled to a ultra-high performance liquid chromatography (UPLC) system and implemented in the routine quality control (QC) and impurity analysis of four therapeutic peptides, namely bleomycin sulfate, tyrothricin, vancomycin HCl and bacitracin, which were selected given their multi-component drug nature and their closely structurally related impurity profiles. The QC and impurity profiling results obtained using the ultra-high performance liquid chromatography ultraviolet/mass spectrometry (UPLC-UV/MS) detection system were analyzed against the results obtained using traditional high performance liquid chromatography-ultraviolet detection (HPLC-UV) methods derived from pharmacopoeial methods. In general, the used stationary phases of sub-2 µm particle (UPLC) technology resulted in lower limits of detection and higher resolution separations, which resulted in more detected impurities and shorter overall run times contrasting the traditional HPLC columns. Moreover, online coupling with a single quad MS detector allowed direct peak identification of the main compounds as well as small impurities, hereby increasing the information content without the need of reference standards.
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Integration of microfluidic LC with HRMS for the analysis of analytes in biofluids: past, present and future. Bioanalysis 2015; 7:1397-411. [DOI: 10.4155/bio.15.68] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
Capillary LC (cLC) coupled to MS has the potential to improve detection limits, address limited sample volumes and allow multiple analyses from one sample. This is particularly attractive in areas where ultrahigh assay sensitivity, low limits of detection and small sample volumes are becoming commonplace. However, implementation of cLC–MS in the bioanalytical–drug metabolism area had been hampered by the lack of commercial instrumentation and the need for experts to operate the system. Recent advances in microfabricated devices such as chip-cube and ion-key technologies offer the potential for true implementation of cLC in the modern laboratory including the benefits of the combination of this type of separation with high-resolution MS.
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45
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Analytical challenges for conducting rapid metabolism characterization for QIVIVE. Toxicology 2015; 332:20-9. [DOI: 10.1016/j.tox.2013.08.010] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2012] [Revised: 08/05/2013] [Accepted: 08/13/2013] [Indexed: 12/22/2022]
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46
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Gaudette F, Benito J, Steagall P, Beaudry F. Assessment of tandem mass spectrometry and high-resolution mass spectrometry for the analysis of bupivacaine in plasma. Biomed Chromatogr 2015; 29:1724-30. [PMID: 25963121 DOI: 10.1002/bmc.3485] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2015] [Revised: 03/23/2015] [Accepted: 03/31/2015] [Indexed: 11/10/2022]
Abstract
Triple quadrupole mass spectrometers coupled with high performance liquid chromatography are workhorses in quantitative bioanalyses. They provide substantial benefits including reproducibility, sensitivity and selectivity for trace analysis. Selected reaction monitoring allows targeted assay development but datasets generated contain very limited information. Data mining and analysis of nontargeted high-resolution mass spectrometry profiles of biological samples offer the opportunity to perform more exhaustive assessments, including quantitative and qualitative analysis. The objectives of this study were to test method precision and accuracy, to statistically compare bupivacaine drug concentration in real study samples and to verify if high-resolution and accurate mass data collected in scan mode can actually permit retrospective data analysis, more specifically, extract metabolite related information. The precision and accuracy data presented using both instruments provided equivalent results. Overall, the accuracy ranged from 106.2 to 113.2% and the precision observed was from 1.0 to 3.7%. Statistical comparisons using a linear regression between both methods revealed a coefficient of determination (R(2)) of 0.9996 and a slope of 1.02, demonstrating a very strong correlation between the two methods. Individual sample comparison showed differences from -4.5 to 1.6%, well within the accepted analytical error. Moreover, post-acquisition extracted ion chromatograms at m/z 233.1648 ± 5 ppm (M - 56) and m/z 305.2224 ± 5 ppm (M + 16) revealed the presence of desbutyl-bupivacaine and three distinct hydroxylated bupivacaine metabolites. Post-acquisition analysis allowed us to produce semi-quantitative evaluations of the concentration-time profiles for bupicavaine metabolites.
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Affiliation(s)
- Fleur Gaudette
- Centre de Recherche du Centre Hospitalier Universitaire de l'Université de Montréal, Montréal, Québec, Canada (CRCHUM)
| | - Javier Benito
- Département de Sciences Cliniques, Faculté de Médecine Vétérinaire, Université de Montréal, Saint-Hyacinthe, Québec, Canada
| | - Paulo Steagall
- Groupe de Recherche en Pharmacologie Animal du Québec, Département de Biomédecine Vétérinaire, Faculté de Médecine Vétérinaire, Université de Montréal, Saint-Hyacinthe, Québec, Canada
| | - Francis Beaudry
- Centre de Recherche du Centre Hospitalier Universitaire de l'Université de Montréal, Montréal, Québec, Canada (CRCHUM).,Groupe de Recherche en Pharmacologie Animal du Québec, Département de Biomédecine Vétérinaire, Faculté de Médecine Vétérinaire, Université de Montréal, Saint-Hyacinthe, Québec, Canada
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47
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Wen B, Zhu M. Applications of mass spectrometry in drug metabolism: 50 years of progress. Drug Metab Rev 2015; 47:71-87. [DOI: 10.3109/03602532.2014.1001029] [Citation(s) in RCA: 83] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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48
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Wang X, Qiu J, Xu P, Zhang P, Wang Y, Zhou Z, Zhu W. Rapid metabolite discovery, identification, and accurate comparison of the stereoselective metabolism of metalaxyl in rat hepatic microsomes. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2015; 63:754-760. [PMID: 25581548 DOI: 10.1021/jf5025104] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
Metabolite identification and quantitation impose great challenges on risk assessment of agrochemicals, as many metabolite standards are generally unavailable. In this study, metalaxyl metabolites were identified by time-of-flight mass spectrometry and semiquantified by triple quadrupole tandem mass spectrometry with self-prepared (13)C-labeled metalaxyl metabolites as internal standards. Such methodology was employed to characterize the stereoselective metabolism of metalaxyl in rat hepatic microsomes successfully. Metabolites derived from hydroxylation, demethylation, and didemethylation were identified and semiquantified. The results indicated that (+)-S-metalaxyl eliminated preferentially as the enantiomer fraction was 0.32 after 60 min incubation. The amounts of hydroxymetalaxyl and demethylmetalaxyl derived from (-)-R-metalaxyl were 1.76 and 1.82 times higher than that of (+)-S-metalaxyl, whereas didemethylmetalaxyl derived from (+)-S-metalaxyl was 1.44 times larger than that from (-)-R-metalaxyl. This study highlights a new quantitation approach for stereoselective metabolism of chiral agrochemicals and provides more knowledge on metalaxyl risk assessment.
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Affiliation(s)
- Xinru Wang
- Department of Applied Chemistry, China Agricultural University , Beijing 100193, China
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Wang B, Dearring CL, Wager-Miller J, Mackie K, Trimpin S. Drug detection and quantification directly from tissue using novel ionization methods for mass spectrometry. EUROPEAN JOURNAL OF MASS SPECTROMETRY (CHICHESTER, ENGLAND) 2015; 21:201-10. [PMID: 26307700 PMCID: PMC4762651 DOI: 10.1255/ejms.1338] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/14/2023]
Abstract
Solvent assisted ionization inlet (SAII) and matrix assisted ionization vacuum (MAIV) were used to quantify rapidly an antipsychotic drug, clozapine, directly from surfaces with minimal sample preparation. This simple surface analysis method based on SAII- and MAIV-mass spectrometry (MS) was developed to allow the detection of endogenous lipids, metabolites, and clozapine directly from sections of mouse brain tissue. A rapid surface assessment was achieved by SAII with the assistance of heat applied to the mass spectrometer inlet. MAIV provided an improved reproducibility without the need of a heated inlet. In addition, isotope dilution and standard addition were used without sample clean-up, and the results correlate well with liquid chromatography tandem MS using sample work-up. Using the simple surface methods, standard solutions containing clozapine and a deuterated internal standard (clozapine-d8) at different concentration ratios were used in the extraction and quantification of clozapine from brain tissue sections of a drug-treated mouse using different tissue thicknesses. The amount of clozapine extracted by these surface methods was independent of tissue thickness.
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Affiliation(s)
- Beixi Wang
- Department of Chemistry, Wayne State University, Detroit, MI 48202.
| | | | - James Wager-Miller
- Department of Psychological & Brain Sciences, Indiana University, Bloomington, IN 47405.
| | - Ken Mackie
- Department of Psychological & Brain Sciences, Indiana University, Bloomington, IN 47405.
| | - Sarah Trimpin
- Department of Chemistry, Wayne State University, Detroit, MI 48202. Cardiovascular Research Institute, Wayne State University School of Medicine, Detroit, MI 48201.
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50
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Guo M, Zhang L, Liu H, Qin L, Zhang Z, Bai X, Gao X. A metabolomic strategy to screen the prototype components and metabolites of Qingkailing injection in rat urine by high-performance liquid chromatography with tandem mass spectrometry. J Sep Sci 2014; 37:2844-50. [DOI: 10.1002/jssc.201400339] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2014] [Revised: 06/17/2014] [Accepted: 07/16/2014] [Indexed: 11/10/2022]
Affiliation(s)
- Mingxing Guo
- School of Chinese Materia Medica, Beijing University of Chinese Medicine; Beijing P.R. China
- Science Experiment Center for Traditional Chinese Medicine; Beijing University of Chinese Medicine; Beijing P.R. China
| | - Li Zhang
- School of Chinese Materia Medica, Beijing University of Chinese Medicine; Beijing P.R. China
- Science Experiment Center for Traditional Chinese Medicine; Beijing University of Chinese Medicine; Beijing P.R. China
| | - Haiyu Liu
- School of Chinese Materia Medica, Beijing University of Chinese Medicine; Beijing P.R. China
- Science Experiment Center for Traditional Chinese Medicine; Beijing University of Chinese Medicine; Beijing P.R. China
| | - Lingling Qin
- School of Chinese Materia Medica, Beijing University of Chinese Medicine; Beijing P.R. China
- Science Experiment Center for Traditional Chinese Medicine; Beijing University of Chinese Medicine; Beijing P.R. China
| | - Zhixin Zhang
- School of Chinese Materia Medica, Beijing University of Chinese Medicine; Beijing P.R. China
- Science Experiment Center for Traditional Chinese Medicine; Beijing University of Chinese Medicine; Beijing P.R. China
| | - Xu Bai
- Waters Technologies (Shanghai) Ltd; Shanghai P.R. China
| | - Xiaoyan Gao
- Science Experiment Center for Traditional Chinese Medicine; Beijing University of Chinese Medicine; Beijing P.R. China
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