The identification of migrates from food contact materials (FCMs) is challenging due to the complex matrices and limited availability of commercial standards. The use of machine-learning-based prediction tools can help in the identification of such compounds. This study presents a workflow to identify nonvolatile migrates from FCMs based on liquid chromatography-ion mobility-high-resolution mass spectrometry together with in silico retention time (RT) and collision cross section (CCS) prediction tools. The applicability of this workflow was evaluated by screening the chemicals that migrated from polyamide (PA) spatulas. The number of candidate compounds was reduced by approximately 75% and 29% on applying RT and CCS prediction filters, respectively. A total of 95 compounds were identified in the PA spatulas of which 54 compounds were confirmed using reference standards. The development of a database containing predicted RT and CCS values of compounds related to FCMs can aid in the identification of chemicals in FCMs.
机构:
Chinese Acad Inspect & Quarantine, Beijing 100176, Peoples R China
Beijing Inst Technol, Sch Life Sci, Beijing 100081, Peoples R ChinaChinese Acad Inspect & Quarantine, Beijing 100176, Peoples R China
Meng, Xianshuang
Lv, Yueguang
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Chinese Acad Inspect & Quarantine, Beijing 100176, Peoples R China
Univ Chinese Acad Sci, Sch Chem Sci, Beijing 100049, Peoples R ChinaChinese Acad Inspect & Quarantine, Beijing 100176, Peoples R China
Lv, Yueguang
Lv, Qing
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Chinese Acad Inspect & Quarantine, Beijing 100176, Peoples R ChinaChinese Acad Inspect & Quarantine, Beijing 100176, Peoples R China
Lv, Qing
Deng, Yulin
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Beijing Inst Technol, Sch Life Sci, Beijing 100081, Peoples R ChinaChinese Acad Inspect & Quarantine, Beijing 100176, Peoples R China
Deng, Yulin
Bai, Hua
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Chinese Acad Inspect & Quarantine, Beijing 100176, Peoples R ChinaChinese Acad Inspect & Quarantine, Beijing 100176, Peoples R China
Bai, Hua
Ma, Qiang
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Chinese Acad Inspect & Quarantine, Beijing 100176, Peoples R ChinaChinese Acad Inspect & Quarantine, Beijing 100176, Peoples R China
机构:
Yokohama City Univ, Grad Sch Nanobiosci, Kanazawa Ku, 22-2 Seto, Yokohama, Kanagawa 2360027, Japan
Osaka Univ, Grad Sch Sci, 1-1 Machikaneyama Cho, Toyonaka, Osaka 560-0043, JapanYokohama City Univ, Grad Sch Nanobiosci, Kanazawa Ku, 22-2 Seto, Yokohama, Kanagawa 2360027, Japan
Sekimoto, Kanako
Fukuyama, Daisuke
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Yokohama City Univ, Grad Sch Nanobiosci, Kanazawa Ku, 22-2 Seto, Yokohama, Kanagawa 2360027, JapanYokohama City Univ, Grad Sch Nanobiosci, Kanazawa Ku, 22-2 Seto, Yokohama, Kanagawa 2360027, Japan
Fukuyama, Daisuke
Inomata, Satoshi
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Natl Inst Environm Studies, Ctr Environm Measurement & Anal, 16-2 Onogawa, Tsukuba, Ibaraki 3058506, JapanYokohama City Univ, Grad Sch Nanobiosci, Kanazawa Ku, 22-2 Seto, Yokohama, Kanagawa 2360027, Japan