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Updated: Feb 13, 2026

DNA Virus Detection System Based on RPA-CRISPR/Cas12a-SPM and Deep Learning
Published on: May 10, 2024
Identification of a novel BBWV2 isolate and a sensitive and rapid RT-RPA-CRISPR/Cas12a-LFD detection method
1Institute of Crop Protection, College of Agriculture, Guizhou University, Guiyang, China.
Background:
Broad bean wilt virus 2 (BBWV2) is a major viral pathogen causing significant economic losses in vegetable production. Existing detection methods often lack the speed, sensitivity, or simplicity required for effective on-site field diagnosis. This study aimed to identify a novel BBWV2 isolate and develop a rapid, equipment-free visual detection method suitable for field applications.
Results:
A novel BBWV2 isolate (BBWV2-GZCa) was identified and characterized from pepper in Guizhou Province, China. We developed a one-step visual detection assay by integrating reverse transcription-recombinase polymerase amplification (RT-RPA) with a CRISPR/Cas12a system, enabling readout via fluorescence or lateral flow dipstick (LFD). The assay demonstrated a detection limit of 7.5 copies/μL, which is 105 times more sensitive than conventional RT-PCR. It showed no cross-reactivity with other common pepper viruses and achieved 100% accuracy when validated using 20 field-collected samples.
Conclusion:
The entire detection process can be completed within one hour without specialized equipment, requiring only visual interpretation. This RT-RPA-CRISPR/Cas12a-LFD method provides a rapid, highly sensitive, specific, and user-friendly platform for on-site detection of BBWV2, offering a practical tool for early diagnosis and disease management in agricultural settings. © 2026 Society of Chemical Industry.
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