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
相关论文
共 50 条
  • [21] Study on the Determination of 28 Inorganic Elements in Sunflower Seeds by ICP-OES/ICP-MS
    Liu Hong-wei
    Qin Zong-hui
    Xie Hua-lin
    Cao Shu
    SPECTROSCOPY AND SPECTRAL ANALYSIS, 2013, 33 (01) : 224 - 227
  • [22] Comparison of ICP-OES and ICP-MS and their application to the determination of trace elements in fertilizers.
    Wallace, G
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2001, 222 : U65 - U65
  • [23] Determination of Boron in Silicon Carbide by ICP-OES and ICP-MS after Sample Preparation using Pyrohydrolysis
    Muller, Cristiano C.
    Nunes, Thieli S.
    Muller, Aline L. H.
    Dressler, Valderi L.
    Flores, Erico M. M.
    Muller, Edson I.
    JOURNAL OF THE BRAZILIAN CHEMICAL SOCIETY, 2015, 26 (01) : 110 - 116
  • [24] Improving Sensitivity and Sample Introduction Efficiency in ICP-OES and ICP-MS
    Beauchemin, Diane
    SPECTROSCOPY, 2018, 33 (07) : 18 - 19
  • [25] Savillex PFA Cyclonic Spray Chamber for ICP-OES and ICP-MS
    Potter, Don
    Eiden, Greg
    SPECTROSCOPY, 2014, : 12 - 12
  • [26] Understanding the Fundamental Components of Sample Introduction for ICP-OES and ICP-MS
    Nelms, Simon
    Kutscher, Daniel
    SPECTROSCOPY, 2022, 37 (08) : 51 - +
  • [27] Quantification of thiolated surface species on gold nanoparticles using ICP-OES and ICP-MS
    Elzey, Sherrie
    Tsai, De-Hao
    Rabb, Savelas
    Yu, Lee
    Winchester, Michael
    Hackley, Vince
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2012, 243
  • [28] Multi-element Analysis of Vitreous Humor Samples by ICP-MS and ICP-OES
    Vazquez, M.
    Ibarra, I.
    Sibon, A.
    Perez-Carceles, M. D.
    ATOMIC SPECTROSCOPY, 2017, 38 (05) : 124 - 132
  • [29] Study on Microwave Digestion of Coal for the Determination of Multi-Element by ICP-OES and ICP-MS
    Wang Hui
    Song Qiang
    Yao Qiang
    Chen Chang-he
    Yu Fei-lu
    SPECTROSCOPY AND SPECTRAL ANALYSIS, 2012, 32 (06) : 1662 - 1665