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Specht T, Arweiler J, Stüber J, Münnemann K, Hasse H, Jirasek F. Automated nuclear magnetic resonance fingerprinting of mixtures. MAGNETIC RESONANCE IN CHEMISTRY : MRC 2024; 62:286-297. [PMID: 37515509 DOI: 10.1002/mrc.5381] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Revised: 06/30/2023] [Accepted: 07/03/2023] [Indexed: 07/31/2023]
Abstract
Nuclear magnetic resonance (NMR) spectroscopy is a powerful tool for qualitative and quantitative analysis. However, for complex mixtures, determining the speciation from NMR spectra can be tedious and sometimes even unfeasible. On the other hand, identifying and quantifying structural groups in a mixture from NMR spectra is much easier than doing the same for components. We call this group-based approach "NMR fingerprinting." In this work, we show that NMR fingerprinting can even be performed in an automated way, without expert knowledge, based only on standard NMR spectra, namely, 13C, 1H, and 13C DEPT NMR spectra. Our approach is based on the machine-learning method of support vector classification (SVC), which was trained here on thousands of labeled pure-component NMR spectra from open-source data banks. We demonstrate the applicability of the automated NMR fingerprinting using test mixtures, of which spectra were taken using a simple benchtop NMR spectrometer. The results from the NMR fingerprinting agree remarkably well with the ground truth, which was known from the gravimetric preparation of the samples. To facilitate the application of the method, we provide an interactive website (https://nmr-fingerprinting.de), where spectral information can be uploaded and which returns the NMR fingerprint. The NMR fingerprinting can be used in many ways, for example, for process monitoring or thermodynamic modeling using group-contribution methods-or simply as a first step in species analysis.
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Affiliation(s)
- Thomas Specht
- Laboratory of Engineering Thermodynamics (LTD), RPTU Kaiserslautern, Kaiserslautern, Germany
| | - Justus Arweiler
- Laboratory of Engineering Thermodynamics (LTD), RPTU Kaiserslautern, Kaiserslautern, Germany
| | - Johannes Stüber
- Laboratory of Engineering Thermodynamics (LTD), RPTU Kaiserslautern, Kaiserslautern, Germany
| | - Kerstin Münnemann
- Laboratory of Engineering Thermodynamics (LTD), RPTU Kaiserslautern, Kaiserslautern, Germany
| | - Hans Hasse
- Laboratory of Engineering Thermodynamics (LTD), RPTU Kaiserslautern, Kaiserslautern, Germany
| | - Fabian Jirasek
- Laboratory of Engineering Thermodynamics (LTD), RPTU Kaiserslautern, Kaiserslautern, Germany
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Lai M, Fu D, Li X, Zhuang D, Wang M, Xu Z, Liu H, Shen H, Xu P, Zhou W. N-Isopropylbenzylamine-induced conditioned place preference, sensitization behaviour and self-administration in rodents. Addict Biol 2024; 29:e13370. [PMID: 38353028 PMCID: PMC10898833 DOI: 10.1111/adb.13370] [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] [Received: 06/09/2023] [Revised: 11/30/2023] [Accepted: 12/19/2023] [Indexed: 02/16/2024]
Abstract
N-Isopropylbenzylamine (N-ipb), a chain isomer of methamphetamine (METH) with similar physical properties, has been used as a substitute for METH in seized drug samples. However, the abuse potential of N-ipb remains unclear. Therefore, this study aimed to evaluate the abuse potential of N-ipb in comparison to METH, by using conditioned place preference (CPP), locomotor sensitization and intravenous self-administration tests. The results showed that N-ipb at a dose of 3 mg·kg-1 significantly induced CPP in mice, which was comparable to the effect of METH at 1 mg·kg-1 . Either acute or repeated N-ipb injections (1 or 3 mg·kg-1 ) failed to raise the locomotor activity. However, acute treatment with 10 mg·kg-1 N-ipb elevated the locomotor activity compared with saline, while chronic injection of 10 mg·kg-1 N-ipb induced a delayed and attenuated sensitization compared with 1 mg·kg-1 METH. Rats could acquire N-ipb self-administration at a dose of 1 mg·kg-1 ·infusion-1 , and a typical inverted U-shaped dose-response curve was obtained for N-ipb. The mean dose of N-ipb that maintained the maximum response was greater than that of METH, indicating that N-ipb is less potent for reinforcement than METH. In the economic behavioural analysis, comparison of essential values derived from the demand elasticity revealed that N-ipb is less efficacy as a reinforcer than METH. The present data demonstrate that N-ipb functions as a reinforcer and has a potential for abuse. However, the potency of psychomotor stimulation and the reinforcing effectiveness of N-ipb are lower than those of METH.
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Affiliation(s)
- Miaojun Lai
- Department of PsychiatryAffiliated Kangning Hospital of Ningbo UniversityNingboChina
- Key Laboratory of Addiction Research of Zhejiang ProvinceNingboChina
| | - Dan Fu
- Department of PsychiatryAffiliated Kangning Hospital of Ningbo UniversityNingboChina
- Key Laboratory of Addiction Research of Zhejiang ProvinceNingboChina
| | - Xiangyu Li
- Office of China National Narcotics Control CommissionChina Pharmaceutical University Joint Laboratory on Key Technologies of Narcotics ControlBeijingChina
- Key Laboratory of Drug Monitoring and Control, Drug Intelligence and Forensic CenterMinistry of Public SecurityBeijingChina
| | - Dingding Zhuang
- Department of PsychiatryAffiliated Kangning Hospital of Ningbo UniversityNingboChina
- Key Laboratory of Addiction Research of Zhejiang ProvinceNingboChina
| | - Majie Wang
- Department of PsychiatryAffiliated Kangning Hospital of Ningbo UniversityNingboChina
- Key Laboratory of Addiction Research of Zhejiang ProvinceNingboChina
| | - Zeming Xu
- Department of PsychiatryAffiliated Kangning Hospital of Ningbo UniversityNingboChina
- Key Laboratory of Addiction Research of Zhejiang ProvinceNingboChina
| | - Huifen Liu
- Department of PsychiatryAffiliated Kangning Hospital of Ningbo UniversityNingboChina
- Key Laboratory of Addiction Research of Zhejiang ProvinceNingboChina
| | - Haowei Shen
- Faculty of Physiology & Pharmacology, School of MedicineNingbo UniversityNingboChina
| | - Peng Xu
- Office of China National Narcotics Control CommissionChina Pharmaceutical University Joint Laboratory on Key Technologies of Narcotics ControlBeijingChina
- Key Laboratory of Drug Monitoring and Control, Drug Intelligence and Forensic CenterMinistry of Public SecurityBeijingChina
| | - Wenhua Zhou
- Department of PsychiatryAffiliated Kangning Hospital of Ningbo UniversityNingboChina
- Key Laboratory of Addiction Research of Zhejiang ProvinceNingboChina
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Affiliation(s)
- David Love
- United States Drug Enforcement Administration, Special Testing and Research Laboratory, USA
| | - Nicole S. Jones
- RTI International, Applied Justice Research Division, Center for Forensic Sciences, 3040 E. Cornwallis Road, Research Triangle Park, NC, 22709-2194, USA,70113th Street, N.W., Suite 750, Washington, DC, 20005-3967, USA,Corresponding author. RTI International, Applied Justice Research Division, Center for Forensic Sciences, 3040 E. Cornwallis Road, Research Triangle Park, NC, 22709-2194, USA.
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Xu P, Li H, Qiu Q, Xiao X, Qiu Y, Li X, Wang Y, Zhou W, Shen H, Cui W. N-isopropylbenzylamine, a methamphetamine mimics, produces toxicity via increasing nitric oxide in vitro. Toxicology 2022; 480:153337. [PMID: 36162621 DOI: 10.1016/j.tox.2022.153337] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 09/19/2022] [Accepted: 09/22/2022] [Indexed: 11/25/2022]
Abstract
N-isopropylbenzylamine, an isomer of methamphetamine, has been used to adulterate methamphetamine, and distributed as fake "Ice" methamphetamine by illicit manufacturers, leading to a world problem of N-isopropylbenzylamine exposure. Though it is unclear whether N-isopropylbenzylamine has addictive potential like methamphetamine, N-isopropylbenzylamine users reported side effects such as headaches and confusion. However, the pharmacological targets and cytotoxicity of this chemical remained unknown. In this study, in vitro toxicity of N-isopropylbenzylamine and its toxicity-related targets were investigated in SN4741, SH-SY5Y or PC12 cell lines that model neurons. The cell viability was analyzed by using MTT assay after incubation with N-isopropylbenzylamine for 24 h in cells. N-isopropylbenzylamine caused cell death with IC50 values at around 1-3 mM in these cell lines. N-isopropylbenzylamine time- and concentration-dependently facilitated the expression of neuronal nitric oxide synthase (nNOS), and increased intracellular nitric oxide (NO) in SN4741 cells. Furthermore, 7-nitroindazole, a specific inhibitor of nNOS, significantly prevented N-isopropylbenzylamine-induced toxicity in vitro. These results suggested that N-isopropylbenzylamine-induced toxicity is at least partially related to the increased intracellular NO levels and the activated nNOS. Considering the circumstances that N-isopropylbenzylamine was used to adulterate and mimic methamphetamine, and the side effects associated with N-isopropylbenzylamine in abusers, our findings sounded an alarm for abuser and warn the dangerousness of N-isopropylbenzylamine for public health.
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Affiliation(s)
- Peng Xu
- Key Laboratory of Drug Monitoring and Control, Drug Intelligence and Forensic Center, Ministry of Public Security, Beijing, China
| | - Haijie Li
- Ningbo Key Laboratory of Behavioral Neuroscience, Zhejiang Provincial Key Laboratory of Pathophysiology, School of Medicine, Ningbo University, Ningbo, China
| | - Qiyang Qiu
- Ningbo Key Laboratory of Behavioral Neuroscience, Zhejiang Provincial Key Laboratory of Pathophysiology, School of Medicine, Ningbo University, Ningbo, China
| | - Xiao Xiao
- Ningbo Key Laboratory of Behavioral Neuroscience, Zhejiang Provincial Key Laboratory of Pathophysiology, School of Medicine, Ningbo University, Ningbo, China
| | - Yi Qiu
- National Institute on Drug Dependence, Peking University, Beijing, China
| | - Xiangyu Li
- Key Laboratory of Drug Monitoring and Control, Drug Intelligence and Forensic Center, Ministry of Public Security, Beijing, China
| | - Youmei Wang
- Key Laboratory of Drug Monitoring and Control, Drug Intelligence and Forensic Center, Ministry of Public Security, Beijing, China
| | - Wenhua Zhou
- Ningbo Key Laboratory of Behavioral Neuroscience, Zhejiang Provincial Key Laboratory of Pathophysiology, School of Medicine, Ningbo University, Ningbo, China; Ningbo Addiction Research and Treatment Centre, Ningbo, China; Ningbo Kangning Hospital, Ningbo, China
| | - Haowei Shen
- Ningbo Key Laboratory of Behavioral Neuroscience, Zhejiang Provincial Key Laboratory of Pathophysiology, School of Medicine, Ningbo University, Ningbo, China.
| | - Wei Cui
- Ningbo Key Laboratory of Behavioral Neuroscience, Zhejiang Provincial Key Laboratory of Pathophysiology, School of Medicine, Ningbo University, Ningbo, China.
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