文献类型： 外文期刊

作者： Pan, Wei ¹ ; Wu, Mei ² ; Zheng, Zhenzhu ³ ; Guo, Longhua ² ; Lin, Zhenyu ² ; Qiu, Bin ² ;

作者机构： 1.Fujian Acad Agr Sci, Inst Agr Qual Stand & Testing Technol Res, Fuzhou 350003, Fujian, Peoples R China

2.Fuzhou Univ, Dept Chem, Fujian Prov Key Lab Anal & Detect Technol Food Sa, MOE Key Lab Anal & Detect Food Safety, Fuzhou 350116, Fujian, Peoples R China

3.QuanZhou Womens & Childrens Hosp, Quanzhou, Fujian, Peoples R China

关键词： competitive adaptive reweighted sampling; FT-NIR spectroscopy; orthogonal partial least squares discriminant analysis; Pseudostellaria heterophylla

期刊名称：JOURNAL OF FOOD SCIENCE （ 影响因子：3.167； 五年影响因子：3.376 ）

ISSN： 0022-1147

年卷期： 2020 年 85 卷 7 期

页码：

收录情况： SCI

摘要： Pseudostellaria heterophyllais a very popular traditional Chinese medicine herb, also called "Taizishen." Discrimination ofP. heterophyllafrom different regions is critical for ensuring the effectiveness of drug use, because the drug effects ofP. heterophyllafrom different regions are diversity of each other. To discriminateP. heterophyllafrom different regions rapidly and effectively, a model extracted by competitive adaptive reweighted sampling (CARS) was established. Original spectra ofP. heterophyllain wave number range of 10,000 to 4,000 cm(-1)were acquired. Orthogonal partial least squares discriminant analysis (OPLS-DA) was also used to establish a suitable model. CARS was performed for extracting key wave number variables. We found that the near-infrared spectrum of a series of samples analyzed by Row-center-SG, CARS, and OPLS-DA can effectively distinguish theP. heterophyllafrom different regions, and the accuracy of OPLS-DA model is also satisfactory in terms of good discrimination rate. These results show that the Row-center-SG, CARS, and OPLS-DA model can be used to identify theP. heterophyllafrom different regions. Practical Application According to our research results, we can draw a conclusion that our research results may be used to distinguish the traditional Chinese medicine from those from different places of origin and the powder with similar appearance.