College of Food Science and Engineering, Ocean University of China, No. 5 Yu Shan Road, Qingdao, Shandong Province 266003, PR China; Technical Center of Shandong Inspection and Quarantine, Shandong Entry-Exit Inspection and Quarantine Bureau, No. 70 Qutangxia Road, Qingdao, Shandong Province 266002, PR China.
Technical Center of Shandong Inspection and Quarantine, Shandong Entry-Exit Inspection and Quarantine Bureau, No. 70 Qutangxia Road, Qingdao, Shandong Province 266002, PR China.
Food Chem. 2019 Feb 15;274:592-602. doi: 10.1016/j.foodchem.2018.08.082. Epub 2018 Aug 21.
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.
本文报道了对中国不同地理区域(霞浦、胶南、威海、烟台、大连)产干海参(刺参)产品的鉴别。为此,评估了基于序贯窗口采集所有理论碎片离子质谱(SWATH-MS)的蛋白质组学分析与化学计量学的结合。采用超高效液相色谱-四极杆飞行时间质谱联用的 SWATH-MS 对刺参样品进行蛋白质组分析,通过化学计量学工具挖掘蛋白质定量数据与地理起源之间的相关性。建立了一个具有 55 个 SWATH-MS 定量蛋白的区分性 OPLS-DA 模型。所开发的 OPLS-DA 模型可清楚地区分来自五个地点的刺参样品,在验证测试和实际样品分析中均达到 100%的预测准确性。鉴定出 17 种具有地理来源区分能力的蛋白标志物。该方法可应用于商业干刺参产品的产地鉴别。