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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
WEB OF SCIENCE
20SCOPUS
24초록
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
- 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
- 발행일
- 2024-03-30
- 유형
- Article
- 저널명
- Food Chemistry
- 권
- 437
- 언어
- ENG
- 출판사
- ELSEVIER SCI LTD
- 발행국가
- 영국
- ISSN
- E 1873-7072
P 0308-8146