Discrimination of dried sea cucumber (Apostichopus japonicus) products from different geographical origins by sequential windowed acquisition of all theoretical fragment ion mass spectra (SWATH-MS)-based proteomic analysis and chemometrics

被引:50
|
作者
Zhang, Hongwei [1 ,2 ]
Zhang, Xiaomei [2 ]
Zhao, Xue [1 ]
Xu, Jie [1 ]
Lin, Chao [2 ]
Jing, Ping [2 ]
Hu, Lingping [1 ]
Zhao, Sa [2 ]
Wang, Xuesong [1 ]
Li, Bafang [1 ]
机构
[1] Ocean Univ China, Coll Food Sci & Engn, 5 Yu Shan Rd, Qingdao 266003, Shandong, Peoples R China
[2] Shandong Entry Exit Inspect & Quarantine Bur, Tech Ctr Shandong Inspect & Quarantine, 70 Qutangxia Rd, Qingdao 266002, Shandong, Peoples R China
基金
中国国家自然科学基金;
关键词
A; japonicus; Geographical origin; SWATH-MS; Proteomics; Chemometrics; ISOTOPE ANALYSIS; ACID PROFILE; METABOLOMICS; IDENTIFICATION; SPECTROMETRY; CLASSIFICATION; PROTEINS; COLLAGEN; CHINA; MEAT;
D O I
10.1016/j.foodchem.2018.08.082
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
The article reports on discrimination of dried sea cucumber Apostichopus japonicus (A. japonicus) products from different geographical regions in China (Xiapu, Jiaonan, Weihai, Yantai, Dalian). For this purpose, sequential window acquisition of all theoretical fragment ion mass spectra (SWATH-MS)-based proteomic analysis combined with chemometrics was evaluated. Proteome variations of A. japonicus samples determined by SWATH-MS using ultra-high performance liquid chromatography coupled to quadrupole time of flight mass spectrometer were mined by chemometric tools to clarify the correlation between protein quantitation data and geographical origin. A differentiating OPLS-DA model was constructed with 55 SWATH-MS quantified proteins. A. japonicus samples from five locations were clearly classified by the developed OPLS-DA model and 100% prediction accuracy was achieved in validation testing as well as real-life sample analysis. Seventeen proteins were identified as discriminatory biomarkers allowing geographical provenance. The proposed method might be applied in origin authentication of commercially dried A. japonicus products.
引用
收藏
页码:592 / 602
页数:11
相关论文
共 4 条
  • [1] Applying ‘Sequential Windowed Acquisition of All Theoretical Fragment Ion Mass Spectra’ (SWATH) for systematic toxicological analysis with liquid chromatography-high-resolution tandem mass spectrometry
    Kathrin Arnhard
    Anna Gottschall
    Florian Pitterl
    Herbert Oberacher
    Analytical and Bioanalytical Chemistry, 2015, 407 : 405 - 414
  • [2] Applying 'Sequential Windowed Acquisition of All Theoretical Fragment Ion Mass Spectra' (SWATH) for systematic toxicological analysis with liquid chromatography-high-resolution tandem mass spectrometry
    Arnhard, Kathrin
    Gottschall, Anna
    Pitterl, Florian
    Oberacher, Herbert
    ANALYTICAL AND BIOANALYTICAL CHEMISTRY, 2015, 407 (02) : 405 - 414
  • [3] Comparative Proteomic Analysis of Nodulated and Non-Nodulated Casuarina glauca Sieb. ex Spreng. Grown under Salinity Conditions Using Sequential Window Acquisition of All Theoretical Mass Spectra (SWATH-MS)
    Graca, Ines
    Mendes, Vera M.
    Marques, Isabel
    Duro, Nuno
    da Costa, Mario
    Ramalho, Jose C.
    Pawlowski, Katharina
    Manadas, Bruno
    Pinto Ricardo, Candido P.
    Ribeiro-Barros, Ana I.
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2020, 21 (01)
  • [4] Occurrences of microorganic pollutants in the Kumho River by a comprehensive target analysis using LC-Q/TOE-MS with sequential window acquisition of all theoretical fragment ion spectra (SWATH)
    Lee, Heon-Jun
    Kadokami, Kiwao
    Oh, Jeong-Eun
    SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 713