Determination of the geographical origin of chicken (breast and drumstick) using ICP-OES and ICP-MS: Chemometric analysis

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

WEB OF SCIENCE

20
Citations

SCOPUS

24

초록

This study aimed to develop a geographical origin discrimination analytical method for chicken breasts and drumsticks based on inductively coupled plasma (ICP). The sixty elements were set as variables, and the geographical origin discrimination analysis was conducted through chemometrics. In orthogonal partial least square discriminant analysis (OPLS-DA), twenty-three variable importance in projection (VIP) elements were selected in chicken breasts, and twenty-eight VIP elements were selected in drumsticks. The importance of the selected elements was displayed by the area under the curve (AUC) value of the receiver operating characteristic (ROC). Verification of OPLS-DA was performed through permutation test and good results were obtained. A heatmap was also used as a method for determining the geographical origin, and each top element discriminant classification was 100 % accurate, as determined through canonical discriminant analysis (CDA). This method shows potential as a food analysis tool and can accurately determine the geographic origin of chicken.

키워드

ICP analysis; Inorganic elements; Chicken; Breast; Drumstick; Chemometric; DISCRIMINATION
제목
Determination of the geographical origin of chicken (breast and drumstick) using ICP-OES and ICP-MS: Chemometric analysis
저자
An, Jae-Min; Hur, Suel Hye; Kim, Hyoyoung; Lee, Ji Hye; Kim, Yong-Kyoung; Sim, Kyu Sang; Lee, Sung-Eun; Kim, Ho Jin
DOI
10.1016/j.foodchem.2023.137836
발행일
2024-03-30
유형
Article
저널명
Food Chemistry
권
437