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Updated: Dec 2, 2025

DNA Virus Detection System Based on RPA-CRISPR/Cas12a-SPM and Deep Learning
Published on: May 10, 2024
Integrated Micropillar Polydimethylsiloxane Accurate CRISPR Detection System for Viral DNA Sensing
Kenneth N Hass1, Mengdi Bao1, Qian He2
1Department of Mechanical Engineering, Rochester Institute of Technology, Rochester, New York 14623, United States.
A new Integrated Micropillar Polydimethylsiloxane Accurate CRISPR deTection (IMPACT) system offers sensitive viral DNA detection. This novel CRISPR-based assay provides accurate results for point-of-care diagnostics.
Area of Science:
- Biotechnology
- Molecular Diagnostics
- CRISPR Technology
Background:
- CRISPR-Cas12a systems offer precise nucleic acid detection.
- Current diagnostic methods often require complex sample preparation and off-chip steps.
- Developing sensitive, rapid, and point-of-care diagnostic tools is crucial for emerging pathogens.
Purpose of the Study:
- To develop a fully integrated microfluidic system for sensitive and accurate viral DNA detection.
- To leverage CRISPR-Cas12a collateral activity for a simplified and rapid diagnostic assay.
- To create a point-of-care diagnostic platform for pathogen surveillance.
Main Methods:
- Fabrication of a polydimethylsiloxane microfluidic chip with high-aspect-ratio micropillars.
- Surface modification and immobilization of single-stranded DNA reporters on micropillars.
- Integration of CRISPR-Cas12a/crRNA complex for on-chip, isothermal DNA detection.
- Quantification of released fluorescence reporters proportional to target DNA concentration.
Main Results:
- The Integrated Micropillar Polydimethylsiloxane Accurate CRISPR deTection (IMPACT) system achieved sensitive DNA detection from 0.1 to 10 nM.
- The system demonstrated reduced background fluorescence by eliminating dye-quencher probes.
- One-step, on-chip detection was completed within 120 minutes at isothermal conditions (37 °C).
- The assay showed linear proportionality between fluorescence intensity and target DNA concentration.
Conclusions:
- The IMPACT system provides a sensitive, accurate, and rapid method for viral DNA detection.
- This integrated microfluidic platform simplifies the diagnostic workflow, suitable for point-of-care applications.
- The developed technology holds promise for next-generation diagnostics against infectious disease outbreaks.
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