• Spectroscopy and Spectral Analysis
  • Vol. 41, Issue 2, 592 (2021)
Cheng WANG1、1, Hang YU1、1, Wei-rong YAO1、1, Yu-liang CHENG1、1, Ya-hui GUO1、1, He QIAN1、1, Zhi-qiang TAN1、1, and Yun-fei XIE1、1
Author Affiliations
  • 1[in Chinese]
  • 11. School of Food Science and Technology, Jiangnan University, Wuxi 214122, China
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    DOI: 10.3964/j.issn.1000-0593(2021)02-0592-07 Cite this Article
    Cheng WANG, Hang YU, Wei-rong YAO, Yu-liang CHENG, Ya-hui GUO, He QIAN, Zhi-qiang TAN, Yun-fei XIE. A Study on the Screening of Anti-Inflammatory Drug Diclofenac Sodium in Dietary Supplements by Near Infrared Hyperspectral Imaging[J]. Spectroscopy and Spectral Analysis, 2021, 41(2): 592 Copy Citation Text show less

    Abstract

    Diclofenac sodium is a non-steroidal anti-inflammatory drug with good anti-inflammation effect. The addition of diclofenac sodium is prohibited from being added to the dietary as supplements for reducing the inflammation. At present, some literature has reported that diclofenac sodium in water, meat, milk and other Chinese drugs can be quantified by using high performance liquid chromatography, surface enhanced Raman and electrochemical methods; however, all the mentioned techniques normally require a relatively complex pretreatment process, complicated operation steps and time-consuming. It is necessary to develop a rapid and nondestructive method for determing diclofenac sodium in dietary supplements. This article developeda near-infrared hyperspectral imaging techniqueat 1 000~2 524 nm combined with chemometrics analysis method for determing diclofenac sodium concentration in the dietary supplements. In this study, eight spectral pretreatment methods were established by using partial least squares regression (PLSR) and principal component regression models (PCR) based on the full spectral wavelength. Furthermore, β coefficients were used to select the optimal bands in order to improve the accuracy and stability of the model. The multiple linear regression model (MLR) of diclofenac sodium was established at 1 130~1 147, 1 412~1 468, 1 658~1 709, 2 010~2 055, 2 122~2 178, 2 395~2 423 nm as the independent variable. Subsequently, the three models were compared, and results showed that multiple linear regression model established by standard normal variables pretreatment method had the best forecasting ability. The minimum predictive value of the model accuracy was 0.05%; the Pearson coefficient R2 of the predicted values was 0.992 5; the root means square error of prediction was 0.004 9, and the standard deviation of prediction was 0.004 9. Therefore, the study has developed the near-infrared hyperspectral imaging technique for rapid determination of diclofenac sodium as an anti-inflammatory drug inthe dietary supplements provides a theoretical basis. It is expected to further developed and extended to the rapid quantitative application of other prohibited added drugs.
    Cheng WANG, Hang YU, Wei-rong YAO, Yu-liang CHENG, Ya-hui GUO, He QIAN, Zhi-qiang TAN, Yun-fei XIE. A Study on the Screening of Anti-Inflammatory Drug Diclofenac Sodium in Dietary Supplements by Near Infrared Hyperspectral Imaging[J]. Spectroscopy and Spectral Analysis, 2021, 41(2): 592
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