Rapid discrimination of recycled and virgin poly(ethylene terephthalate) based on non-targeted screening of semi-volatile organic compounds using a novel method of DSI/GCxGC-Q-TOF-MS coupled with various chemometrics

被引:9
|
作者
Hao, Tian-Ying [1 ]
Xu, Xiaowen [1 ]
Lin, Qin-Bao [1 ,3 ]
Wu, Si-Liang [2 ]
Wu, Xue-Feng [2 ]
Hu, Jia-Ling [1 ]
Zhong, Huai-Ning [2 ,4 ]
Dong, Ben [2 ]
Chen, Zhi-Feng [1 ]
Ye, Zhi-Kang [1 ]
Wang, Zhi-Wei [1 ]
机构
[1] Jinan Univ, Packaging Engn Inst, Key Lab Prod Packaging & Logist, Zhuhai 519070, Peoples R China
[2] Guangzhou Customs Dist Technol Ctr, Natl Reference Lab Food Contact Mat Guangdong, Guangzhou 510623, Guangdong, Peoples R China
[3] Jinan Univ, Packaging Engn Inst, Zhuhai 519070, Peoples R China
[4] Natl Reference Lab Food Contact Mat Guangdong, Guangzhou 510623, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
DSI; GCxGC-Q-TOF-MS; Chemometrics; Recycled polyethylene terephthalate; Semi-volatile organic compounds;
D O I
10.1016/j.fpsl.2022.100978
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
Increasing interest has been given to the use of recycled poly(ethylene terephthalate) (PET) as food contact materials. However, the use of recycled PET without decontamination in food packages causes serious safety hazards for consumers, thus representing a major limit hurdling the recycling and reuse of PET in many coun-tries. Herein, a feasible study was employed for the discrimination of 105 total types of virgin and recycled PET samples based on 267 semi-volatile organic compounds (SVOCs) tentatively identified by direct sample intro-duction/comprehensive two-dimensional gas chromatography and quadrupole time-of-flight mass spectrometry (DSI/GCxGC-Q-TOF-MS) coupled with various chemometrics. 100% prediction accuracy was accomplished using orthogonal partial least squares discrimination analysis (OPLS-DA), and principal component analysis (PCA) combined with nonparametric tests. Cross-discrimination based on misclassified samples with various chemometrics enabled identifying large sample sizes and improving prediction accuracy. The possible origins of the markers containing 46 substances could be food, medicine, cosmetics, pesticides, fuel, plastic and industrial sources, where most of them are highly toxic chemicals, indicative of the urgent requirement of employing closed-loop recycling and sorting of plastic wastes. More importantly, our strategy could also act as a basis for discriminating against other plastics, making it promising as a novel, efficient and versatile approach for sorting of plastic wastes. Finally, this report also demonstrates the combination of various chemometrics and chroma-tography tool is reliable and powerful to effectively address PET adulteration, thereby facilitating food contact uses of rPET bottles, which is also beneficial for the health and safety of consumers.
引用
收藏
页数:11
相关论文
共 4 条
  • [1] Machine learning directed discrimination of virgin and recycled poly (ethylene terephthalate) based on non-targeted analysis of volatile organic compounds
    Li, Hanke
    Wu, Xuefeng
    Wu, Siliang
    Chen, Lichang
    Kou, Xiaoxue
    Zeng, Ying
    Li, Dan
    Lin, Qinbao
    Zhong, Huaining
    Hao, Tianying
    Dong, Ben
    Chen, Sheng
    Zheng, Jianguo
    JOURNAL OF HAZARDOUS MATERIALS, 2022, 436
  • [2] Machine learning directed discrimination of virgin and recycled poly(ethylene terephthalate) based on non-targeted analysis of volatile organic compounds
    Li, Hanke
    Wu, Xuefeng
    Wu, Siliang
    Chen, Lichang
    Kou, Xiaoxue
    Zeng, Ying
    Li, Dan
    Lin, Qinbao
    Zhong, Huaining
    Hao, Tianying
    Dong, Ben
    Chen, Sheng
    Zheng, Jianguo
    Journal of Hazardous Materials, 2022, 436
  • [3] Authentication of recycled and virgin polyethylene terephthalate based on UPLC-Q-TOF-MS using non-volatile organic compounds and chemometrics
    Hao, Tian-Ying
    Lin, Qin-Bao
    Wu, Xue-Feng
    Wu, Si-Liang
    Zhong, Huai-Ning
    Dong, Ben
    Chen, Zhi-Feng
    Ye, Zhi-Kang
    Wang, Zhi-Wei
    Xu, Xiaowen
    FOOD ADDITIVES AND CONTAMINANTS PART A-CHEMISTRY ANALYSIS CONTROL EXPOSURE & RISK ASSESSMENT, 2023, 40 (08): : 1114 - 1130
  • [4] Discrimination of Virgin and Recycled Polyethylene Based on Volatile Organic Compounds Using a Headspace GC-MS Coupled with Chemometrics Approach
    Chen, Zhi-Feng
    Lin, Qin-Bao
    Song, Xue-Chao
    Chen, Sheng
    Zhong, Huai-Ning
    Nerin, Cristina
    FOOD PACKAGING AND SHELF LIFE, 2020, 26