Construction of CuO/Fe 2 O 3 Nanozymes for Intelligent Detection of Glufosinate and Chlortetracycline Hydrochloride.
Mengmeng SunLiying ZhaoTao LiuZhiwei LuGehong SuChun WuChang SongRui DengMingxia HeHanbing RaoYanying WangPublished in: ACS applied materials & interfaces (2023)
In this work, CuO/Fe 2 O 3 nanozymes with high peroxidase-like activity were synthesized by using hydrothermal and calcination methods. The high-resolution transmission electron microscopy (HRTEM) proved that the heterogeneous interface of CuO/Fe 2 O 3 was the main reason for the high enzyme-like activity. Strong interactions of CuO and Fe 2 O 3 were successfully verified by X-ray absorption near-edge structure (XANES) characterization. Experiments and density functional theory (DFT) calculations were also used to explain the increased enzyme activity. The heterogeneous interface acted as the main active center, facilitating the electron transfer from CuO to Fe 2 O 3 . A colorimetric and intelligent sensing system was constructed based on deep learning. Using the peroxidase-like activity of CuO/Fe 2 O 3 , a platform for glufosinate pesticides and chlortetracycline hydrochloride (CTC) with the signal "on-off-on" changes were established. The limit of detection (LOD) of glufosinate and CTC was 28 and 0.69 μM, respectively. It was successfully applied in the detection of environmental water and soil. This study can provide an intelligent detection method for environmental monitoring.
Keyphrases
- density functional theory
- high resolution
- loop mediated isothermal amplification
- label free
- real time pcr
- molecular dynamics
- deep learning
- hydrogen peroxide
- gold nanoparticles
- risk assessment
- circulating tumor cells
- computed tomography
- magnetic resonance
- magnetic resonance imaging
- sensitive detection
- high throughput
- machine learning
- heavy metals
- life cycle
- molecular dynamics simulations
- convolutional neural network
- liquid chromatography
- contrast enhanced