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Updated: May 12, 2026

DNA Virus Detection System Based on RPA-CRISPR/Cas12a-SPM and Deep Learning
Published on: May 10, 2024
Low-cost inkjet-printed nanostructured biosensor based on CRISPR/Cas12a system for pathogen detection.
Angela Gilda Carota1, Andrea Bonini2, Massimo Urban3
1Department of Chemistry and Industrial Chemistry, University of Pisa, Via Giuseppe Moruzzi 13, 56124 Pisa, Italy.
This study presents a novel electrochemical biosensor for rapid bacterial pathogen detection using CRISPR/Cas12a technology. The cost-effective, inkjet-printed sensor demonstrates high sensitivity for identifying infectious diseases at the point of need.
Area of Science:
- Biotechnology
- Nanotechnology
- Biosensing
Background:
- Rising global infectious diseases necessitate rapid, portable pathogen detection.
- Current methods often lack the speed and portability required for point-of-need applications, especially in developing nations.
Purpose of the Study:
- To develop a sensitive and specific electrochemical biosensing platform for bacterial pathogen detection.
- To utilize inkjet-printed nanoparticles and the CRISPR/Cas12a system for enhanced detection capabilities.
Main Methods:
- Fabrication of cost-effective electrodes using inkjet-printed gold and silver nanoparticles on plastic substrates.
- Application of the CRISPR/Cas12a system for specific DNA sequence detection.
- Electrochemical detection of Cas12a trans-activity triggered cleavage of ssDNA-MB reporters.
Main Results:
- The biosensor demonstrated high sensitivity and specificity for detecting Escherichia coli and Staphylococcus aureus.
- Inkjet-printed nanostructured gold electrodes enhanced assay sensitivity by 86% when using hairpin reporters.
- Successful testing with DNA targets from clinically isolated bacteria confirmed platform potential.
Conclusions:
- The developed electrochemical biosensor offers a promising, cost-effective solution for rapid and portable pathogen detection.
- The CRISPR/Cas12a system combined with inkjet-printed electrodes provides a versatile platform adaptable to various bacterial targets.
- This technology holds significant potential for point-of-need infectious disease diagnostics.
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