Engineering a Metal-Organic Framework-Dominated Bioinspired Multienzymatic Sensor Array for Portable Detection of
Hao Wang1, Yaqing Han1, Shuo Tian2
1College of Medical Engineering, Jining Medical University, Jining, Shandong 272067, China.
A new cerium-based metal-organic framework (Ce-MOF) sensor array effectively distinguishes various perfluoroalkyl substances (PFASs). This innovative approach uses multienzymatic activities and machine learning for accurate PFAS identification in complex environmental samples.
Area of Science:
- Environmental Chemistry
- Materials Science
- Biosensing
Background:
- Accurate identification of perfluoroalkyl substances (PFASs) is crucial for environmental regulation and public health.
- Existing analytical methods face challenges in differentiating structurally similar PFASs.
- There is a need for sensitive and selective methods for PFAS detection in complex matrices.
Purpose of the Study:
- To develop a novel multienzymatic activity sensor array for discriminating a wide range of PFASs.
- To engineer a cerium-based metal-organic framework (Ce-MOF) with tailored enzyme-mimicking activities.
- To establish a robust and accurate method for PFAS identification in real-world samples.
Main Methods:
- Fabrication of a Ce-MOF with oxidase, laccase, and superoxide dismutase activities.
- Utilizing PFAS-modulated enzyme-mimicking activities to generate distinct signal outputs.
- Applying machine learning algorithms for classification and identification of PFASs.
- Testing the sensor array in complex matrices like seawater, shrimp, and codfish.
- Development of a portable hydrogel-based kit for onsite detection.
Main Results:
- The Ce-MOF sensor array successfully discriminated nine different PFASs with 100% prediction accuracy.
- The sensor demonstrated reliable detection across various concentrations and in mixtures.
- Accurate performance was validated in real-world environmental and food samples.
- Density functional theory calculations supported the mechanism of PFAS-enzyme activity modulation.
- A portable kit for onsite PFAS differentiation was successfully developed.
Conclusions:
- The study presents the first demonstration of PFAS-regulated multienzymatic activity in Ce-MOF.
- The developed sensor array offers a cost-effective and practical strategy for PFAS detection.
- This technology has significant implications for environmental monitoring and public health protection.
- The sensor array provides a powerful tool for differentiating PFASs in complex samples.
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