Machine learning-assisted melamine-Cu nanozyme and cholinesterase integrated array for multi-category pesticide intelligent recognition

Song, Donghui; Zou, Yuting; Tian, Tian; Ma, Yu; Huang, Hui; Li, Yongxin

doi:10.1016/j.bios.2024.116747

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Cited by 2 publications

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A novel sensor array with ability to respectively identify phenol and ketone for the precise discrimination of origins of raw Pu-erh and its counterfeiting

Bi,

Zhen,

et al. 2025

Food Research International

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A novel sensor array with ability to respectively identify phenol and ketone for the precise discrimination of origins of raw Pu-erh and its counterfeiting

Bi,

Zhen,

et al. 2025

Food Research International

View full text Add to dashboard Cite

Excellent laccase mimic activity of Cu-melamine and its applications in the degradation of Congo red

Chai,

Huang,

Zeng

et al. 2024

Preprint

View full text Add to dashboard Cite

Copper-based nanozyme has shown the superior in the oxidase-like activities due to its electron transfer ability between the Cu (I) and Cu (II) sites during the catalytic reactions. Herein, a Cu(I)-MOF (Cu-Mel) was readily synthesized by a traditional hydrothermal process using the precursors of Cu+ and melamine, which was then used in the laccase-like catalytic reactions for the first time. Some means, such as X-ray diffraction (XRD), scanning electron microscope (SEM), Fourier transform infrared spectroscopy (FTIR) and X-ray photoelectron spectroscopy (XPS) were employed to character the microstructure of the Cu-Mel. The catalytic oxidation of the 4-aminoantipyrine (4-AP) and 2,4-dichlorophenol (2,4-DP) were adopted to evaluate the laccase-like catalytic ability of the resulting Cu-Mel. The catalytic conditions including the temperatures, the presence of alcohols and the ionic concentrations, were varied to optimize the laccase-like activities, based on that, the highest laccase-like catalytic activity is presented with higher maximum reaction rate (Vmax). The good storage stability is also presented by the Cu-Mel. The Cu-Mel was utilized in the degradation of Congo red, showing a good degradation efficiency. These findings facilitate the development of the laccase mimics and serve as a foundation for the design and applications of Cu-MOFs in the nanozyme realm.

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Machine learning-assisted melamine-Cu nanozyme and cholinesterase integrated array for multi-category pesticide intelligent recognition

Cited by 2 publications

References 28 publications

A novel sensor array with ability to respectively identify phenol and ketone for the precise discrimination of origins of raw Pu-erh and its counterfeiting

A novel sensor array with ability to respectively identify phenol and ketone for the precise discrimination of origins of raw Pu-erh and its counterfeiting

Excellent laccase mimic activity of Cu-melamine and its applications in the degradation of Congo red

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