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Updated: Aug 15, 2026

Efficient Sampling of Genetically Encoded Biosensor Design Space Enabled with a Design of Experiments and Automation Workflow
Published on: October 17, 2025
Synergistic optimization strategy for high-performance multilayer SPR biosensor
This study introduces a novel multilayer Surface Plasmon Resonance (SPR) biosensor for detecting urinary glucose, significantly improving sensitivity for diabetes diagnosis. The optimized sensor shows enhanced performance compared to traditional designs, offering potential for noninvasive health monitoring.
Area of Science:
- Nanotechnology
- Biosensing
- Materials Science
Background:
- Surface Plasmon Resonance (SPR) biosensors are crucial for label-free biomolecular detection but struggle with low-molecular-weight analytes like urinary glucose.
- Conventional SPR sensor designs are often empirically guided, limiting optimization and overall device performance.
Purpose of the Study:
- To develop a high-sensitivity SPR biosensor utilizing a ZnO/Au/Ag/Si/WSe2 multilayer structure for improved glucose detection.
- To optimize the multilayer structure using a genetic algorithm for enhanced refractive index sensitivity and biomolecule adsorption.
Main Methods:
- Proposed a novel multilayered ZnO/Au/Ag/Si/WSe2 configuration for SPR biosensing.
- Employed a genetic algorithm-based multi-objective optimization to fine-tune layer thicknesses, focusing on sensitivity, Figure of Merit (FOM), and resonance peak depth.
- Simulated sensor performance for detecting urinary glucose across various concentrations.
Main Results:
- The optimized sensor achieved a sensitivity of 362.96 °/RIU, FOM of 60.00 RIU⁻¹, and DFOM of 33.28 RIU⁻¹, significantly outperforming traditional Cr/Au sensors.
- For urinary glucose samples, the sensor demonstrated a maximum sensitivity of 284.85 °/RIU, FOM of 60.10 RIU⁻¹, and DFOM of 42.15 RIU⁻¹.
- The multilayer design effectively enhances both refractive index sensitivity and biomolecule adsorption efficiency.
Conclusions:
- The proposed ZnO/Au/Ag/Si/WSe2 SPR biosensor offers a significant advancement in sensitivity and performance for glucose detection.
- This high-performance biosensor holds considerable potential for noninvasive applications in diabetes diagnosis, early cancer screening, food safety, and environmental monitoring.
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