{"title":"Magnetic graphene-enhanced exonuclease III assisted amplification strategy driven carbon nanozyme for tri-mode detection of Escherichia coli O157:H7","authors":"Yuwei Ren, Lulu Cao, Zongyang Li, Xin Zhang, Hui Li, Rui Jiao, Xiaoyu Yu, Zhao Liang, Ganghui Li, Xiyang Xia, Na Ling, Danfeng Zhang, Jianghua Cheng, Yingwang Ye","doi":"10.1016/j.foodchem.2025.142776","DOIUrl":null,"url":null,"abstract":"Ultra-precision point-of-care detection of <em>Escherichia coli</em> O157:H7 in foods is an important issue. Here, the detection sensitivity was improved by a signal cascade amplification strategy synergised by exonuclease III assisted isothermal amplification and reverse magnetic strategy. The double-stranded DNA formed by the aptamer and the target DNA as a sensing switch, avoiding the complex process of specific nucleic acid extraction. Further, the signal display element is a green nanozyme synthesized by co-doping Cu and Cl elements with lignin as precursor, which has excellent peroxidase activity and fluorescence properties. The detection limits of fluorescence, colorimetric, and photothermal modes were 6.1, 8.4, and 9.7 cfu/mL, respectively. In order to enhance the precision of cascade signal amplification and the portability of quantitative detection, we built a neural network BP model installed in a smartphone by measuring multi-component data, which provides flexible and selectable application scenarios for the on-site detection of foodborne pathogens.","PeriodicalId":318,"journal":{"name":"Food Chemistry","volume":"7 1","pages":""},"PeriodicalIF":8.5000,"publicationDate":"2025-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Food Chemistry","FirstCategoryId":"97","ListUrlMain":"https://doi.org/10.1016/j.foodchem.2025.142776","RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CHEMISTRY, APPLIED","Score":null,"Total":0}
引用次数: 0
Abstract
Ultra-precision point-of-care detection of Escherichia coli O157:H7 in foods is an important issue. Here, the detection sensitivity was improved by a signal cascade amplification strategy synergised by exonuclease III assisted isothermal amplification and reverse magnetic strategy. The double-stranded DNA formed by the aptamer and the target DNA as a sensing switch, avoiding the complex process of specific nucleic acid extraction. Further, the signal display element is a green nanozyme synthesized by co-doping Cu and Cl elements with lignin as precursor, which has excellent peroxidase activity and fluorescence properties. The detection limits of fluorescence, colorimetric, and photothermal modes were 6.1, 8.4, and 9.7 cfu/mL, respectively. In order to enhance the precision of cascade signal amplification and the portability of quantitative detection, we built a neural network BP model installed in a smartphone by measuring multi-component data, which provides flexible and selectable application scenarios for the on-site detection of foodborne pathogens.
期刊介绍:
Food Chemistry publishes original research papers dealing with the advancement of the chemistry and biochemistry of foods or the analytical methods/ approach used. All papers should focus on the novelty of the research carried out.