Rapid Identification of Vicatia thibetica de Boiss and Quantitative Analysis of the Content of Six Chemical Components Based on Near-Infrared Spectroscopy

This study developed a rapid, non-destructive method combining near-infrared (NIR) spectroscopy with chemometric techniques (OPLS-DA, ANN, and PLS) to accurately identify the geographic origin and quantify six key chemical components of <i>V. thibetica</i> rhizomes. The results demonstrated that the combination of NIR spectroscopy, OPLS-DA, and ANN successfully and accurately distinguished <i>V. thibetica</i> from three distinct origins. Additionally, combining partial least squares (PLS) and NIR spectroscopy, the contents of chlorogenic acid, isochlorogenic acid A, isochlorogenic acid C, umbelliferone (7-hydroxycoumarin), senkyunolide I, and ligustilide measured by HPLC-UV were used as reference values to predict the contents of the six chemical components in <i>V. thibetica</i>, and spectral preprocessing methods optimized the model. The correlation coefficients of the final quantitative model for the contents of the six components in <i>V. thibetica</i> were between 0.7852 and 0.9538, the root mean square error of calibration (RMSEC) was between 0.0027 and 0.2530, and the root mean square error of prediction (RMSEP) was between 0.0031 and 0.4240. The results suggest that NIR spectroscopy combined with OPLS-DA and ANN can be used as a rapid and accurate method to evaluate the quality of <i>V. thibetica</i> herbs.

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Publication Details

Journal
Molecules
Published
2025-04-22
DOI
https://doi.org/10.3390/molecules30091867
Citations
1
Primary Topic
Spectroscopy and Chemometric Analyses
Type
article
Field-Weighted Citation Impact
0.75

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article

Rapid Identification of Vicatia thibetica de Boiss and Quantitative Analysis of the Content of Six Chemical Components Based on Near-Infrared Spectroscopy

Yong-Zeng Zhang, Yonglin Hai, Tian Xia, Conglong Xia et al.
1 citations
Molecules
Spectroscopy and Chemometric Analyses
0.75
article

Rapid Identification of Vicatia thibetica de Boiss and Quantitative Analysis of the Content of Six Chemical Components Based on Near-Infrared Spectroscopy

Yong-Zeng Zhang, Yonglin Hai, Tian Xia, Conglong Xia, Jian Li, Jin Sun, Yongcheng Yang
article en
1 citations

Abstract

This study developed a rapid, non-destructive method combining near-infrared (NIR) spectroscopy with chemometric techniques (OPLS-DA, ANN, and PLS) to accurately identify the geographic origin and quantify six key chemical components of <i>V. thibetica</i> rhizomes. The results demonstrated that the combination of NIR spectroscopy, OPLS-DA, and ANN successfully and accurately distinguished <i>V. thibetica</i> from three distinct origins. Additionally, combining partial least squares (PLS) and NIR spectroscopy, the contents of chlorogenic acid, isochlorogenic acid A, isochlorogenic acid C, umbelliferone (7-hydroxycoumarin), senkyunolide I, and ligustilide measured by HPLC-UV were used as reference values to predict the contents of the six chemical components in <i>V. thibetica</i>, and spectral preprocessing methods optimized the model. The correlation coefficients of the final quantitative model for the contents of the six components in <i>V. thibetica</i> were between 0.7852 and 0.9538, the root mean square error of calibration (RMSEC) was between 0.0027 and 0.2530, and the root mean square error of prediction (RMSEP) was between 0.0031 and 0.4240. The results suggest that NIR spectroscopy combined with OPLS-DA and ANN can be used as a rapid and accurate method to evaluate the quality of <i>V. thibetica</i> herbs.

MoleculesVol. 30(9)
East China University of Science and Technology (CN), Dali University (CN)
Dali University
Openalex Percentile: Top 33%
Spectroscopy and Chemometric Analyses
0.75
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