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

被引:9
|
作者
An, Jae-Min [1 ,2 ]
Hur, Suel Hye [1 ]
Kim, Hyoyoung [1 ]
Lee, Ji Hye [1 ]
Kim, Yong-Kyoung [1 ]
Sim, Kyu Sang [1 ]
Lee, Sung-Eun [2 ]
Kim, Ho Jin [1 ]
机构
[1] Natl Agr Prod Qual Management Serv, 141 Yongjeon Ro, Gimcheon Si 39660, Gyeongsangbuk D, South Korea
[2] Kyungpook Natl Univ, Dept Appl Biosci, Daegu 41566, South Korea
关键词
ICP analysis; Inorganic elements; Chicken; Breast; Drumstick; Chemometric; DISCRIMINATION;
D O I
10.1016/j.foodchem.2023.137836
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
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.
引用
收藏
页数:8
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