Discrimination of the geographical origin of dry red pepper using inorganic elements: A multielement fingerprinting analysis

  • Hur, Suel Hye; 
  • Kim, Hyoyoung; 
  • Kim, Yong-Kyoung; 
  • An, Jae Min; 
  • Lee, Ji Hye; 
  • ... Choi, Young-Hwa; 
  • 외 2명
Citations

WEB OF SCIENCE

18
Citations

SCOPUS

19

초록

This study was based on inductively coupled plasma optical emission spectroscopy and mass spectrometry. The purpose of this study was to develop an accurate method for clearly discriminating the origin of dry red pepper. Sixty-four domestic and 51 imported samples were acid treated in a microwave system. The geographical origin of each sample was identified using the contents of 60 elements. The OPLS-DA results showed that the R-2 and Q(2) values were 0.873 and 0.765, respectively, indicating a high ratio and prediction ratio of this model. A total of 26 elements with a VIP (Variable Importance in Projection) value of greater than 1 were selected, and each element had a decisive influence on the domestic and imported groups. An ROC (Receiver Operating Characteristic) analysis confirmed the accuracy of the identification of domestic and imported products using the selected 26 elements. The accuracy based on the ROC was 98.7%. A heatmap was used to select elements that were influential in identifying domestic and imported dry red pepper samples. All of the most influential elements were rare earth elements (REEs). The REE content of dry red pepper was significantly higher in imported than in domestic samples. CDA (Canonical Discriminant Analysis) showed that the accuracy of classification by group was 100% for each group.

키워드

Geographical origin; ICP3OES/MS; Rare earth element; Dry red pepper; Statistical analysis; RARE-EARTH-ELEMENTS; ICP-OES; OPLS-DA; ANTIOXIDANT; CAPSAICIN; SOILS; TEA
제목
Discrimination of the geographical origin of dry red pepper using inorganic elements: A multielement fingerprinting analysis
저자
Hur, Suel Hye; Kim, Hyoyoung; Kim, Yong-Kyoung; An, Jae Min; Lee, Ji Hye; Kim, Seyeon; Choi, Young-Hwa; Kim, Ho Jin
DOI
10.1016/j.jfca.2022.105076
발행일
2023-03
유형
Article
저널명
Journal of Food Composition and Analysis
권
116