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Updated: Jan 14, 2026

DNA Virus Detection System Based on RPA-CRISPR/Cas12a-SPM and Deep Learning
Published on: May 10, 2024
Enhancing Performance in Electrochemical Early Diagnosis of African Swine Fever Based on CRISPR-Responsive DNA
Xinyi Li1,2, Jianfeng Ma1, Yi Luo1
1State Key Laboratory of Flexible Electronics (LoFE) & Jiangsu Key Laboratory of Smart Biomaterials and Theranostic Technology, Institute of Advanced Materials (IAM), Nanjing University of Posts and Telecommunications, 9 Wenyuan Road, Nanjing 210023, China.
Abstract:
Accurate, ultrasensitive, and fast detection of the African swine fever virus (ASFV) can efficiently prevent its spread and reduce the losses. Herein, an electrochemical biosensor was designed for high-performance detection of ASFV DNA by coupling with CRISPR technology and signal amplification technology. Porous DNA nanoflowers (DNFs) were prepared by rolling circle amplification (RCA), which was preconjugated Cas12a-crRNA complex to improve detection sensitivity, shorten detection time, and simplify detection steps. In the presence of ASFV DNA, the trans-cleavage activity of Cas12a was activated, degrading DNFs into DNA fragments and causing a significant electrochemical signal change. Combined with the CRISPR-Cas12a system, the detection limit of the DNF-amplified biosensor (3.57 aM) is 3 orders of magnitude lower than that of the conventional RCA-amplified biosensor (2.90 fM). Moreover, the designed electrochemical biosensor showed excellent reproducibility, storage stability, and practical analysis ability, suggesting that it has a promising application in the early diagnosis of African swine fever (ASF).
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