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首页> 外文期刊>Sensors and Actuators >Thermal desorption-ion mobility spectrometry: A rapid sensor for the detection of cannabinoids and discrimination of Cannabis sativa L. chemotypes
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Thermal desorption-ion mobility spectrometry: A rapid sensor for the detection of cannabinoids and discrimination of Cannabis sativa L. chemotypes

机译:热脱附离子迁移谱法:一种用于检测大麻素和区分大麻化学型的快速传感器

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摘要

Existing analytical techniques used for the determination of cannabinoids inCannabis sativaL. (Cannabis) plants mostly rely on chromatography-based methods. As a rapid alternative for the direct analysis of them, thermal desorption (TD)-ion mobility spectrometry (IMS) was used for obtaining spectral fingerprints of single cannabinoids fromCannabisplant extracts and from plant residues on hands after their manipulation. The ionization source was63Ni, with automatic switchable polarity. Although in both ionization modes there were signals in the TD-IMS spectra of the plant extracts and residues that could be assigned to concrete cannabinoids and chemotypes, most of them could not be clearly distinguished. Alternatively, the global spectral data of the plant extracts and residues were pre-processed and then, using principal component analysis (PCA)-linear discriminant analysis (LDA), grouped in function of their chemotype in a more feasible way. Using this approach, the possibility of false positive responses was also studied analyzing other non-Cannabisplants and tobacco, which were clustered in a different group to those ofCannabis. Therefore, TD-IMS, as analytical tool, and PCA-LDA, as a strategy for data reduction and pattern recognition, can be applied for on-site chemotaxonomic discrimination ofCannabisvarieties and detection of illegal marijuana since the IMS equipment is portable and the analysis time is highly short.
机译:用于测定大麻中大麻素的现有分析技术。 (大麻)植物大多依赖于基于色谱的方法。作为直接分析它们的快速替代方法,热脱附(TD)离子迁移谱(IMS)用于从大麻植物提取物中和操作后的手中植物残留物中获得单个大麻素的光谱指纹。电离源为63Ni,具有自动切换的极性。尽管在两种电离模式下,植物提取物和残留物的TD-IMS光谱中都有信号可以分配给具体的大麻素和化学型,但大多数信号都无法清楚地区分。或者,对植物提取物和残留物的全球光谱数据进行预处理,然后使用主成分分析(PCA)-线性判别分析(LDA),以更可行的方式对它们的化学型进行分组。使用这种方法,还对其他非大麻植物和烟草进行了分析,研究了假阳性反应的可能性,这些非大麻植物和烟草与大麻的种类不同。因此,由于IMS设备具有便携性和分析时间,因此可以将TD-IMS作为分析工具,将PCA-LDA作为数据减少和模式识别的策略,用于对大麻品种进行现场化学分类判别和检测非法大麻。非常短。

著录项

  • 来源
    《Sensors and Actuators 》 |2018年第184期| 1413-1424| 共12页
  • 作者单位

    Department of Analytical Chemistry, Institute of Fine Chemistry and Nanochemistry, University of Córdoba;

    Department of Analytical Chemistry, Institute of Fine Chemistry and Nanochemistry, University of Córdoba;

    Phytoplant Research S.L;

    Department of Analytical Chemistry, Institute of Fine Chemistry and Nanochemistry, University of Córdoba;

    Department of Electronics and Biomedical Engineering, Universitat de Barcelona,Signal and Information Processing for Sensing Systems, Institute for Bioengineering of Catalonia (IBEC), The Barcelona Institute of Science and Technology;

    Phytoplant Research S.L;

    Department of Electronics and Biomedical Engineering, Universitat de Barcelona,Signal and Information Processing for Sensing Systems, Institute for Bioengineering of Catalonia (IBEC), The Barcelona Institute of Science and Technology;

    Department of Analytical Chemistry, Institute of Fine Chemistry and Nanochemistry, University of Córdoba;

    Phytoplant Research S.L;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Cannabis sativaL.; Cannabinoids; Chemometrics; Chemotype; Ion mobility spectrometry;

    机译:大麻;大麻素;化学计量学;化学型;离子迁移谱法;

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