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Updated: Sep 14, 2025

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DNA Virus Detection System Based on RPA-CRISPR/Cas12a-SPM and Deep Learning
Published on: May 10, 2024
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Anti-RNA virus crRNA targets efficient screening platform based on bioinformatics and CRISPR detection.
Mengwei Niu1, Zhuofan Dong1, Lifang Yu1
1State Key Laboratory of Pathogen and Biosecurity, Academy of Military Medical Sciences, Beijing 100071, China.
Molecular Therapy. Nucleic Acids
|July 24, 2025
Summary
This study introduces a rapid platform combining bioinformatics and CRISPR in vitro screening to identify effective antiviral crRNAs. This approach significantly accelerates the discovery of novel CRISPR-based therapies against RNA viruses like SARS-CoV-2 and Dengue virus.
Area of Science:
- Molecular Biology
- Virology
- Bioinformatics
Background:
- RNA virus mutation and evolution present significant therapeutic challenges.
- The CRISPR-Cas system offers programmable antiviral capabilities.
- Traditional cell-based screening for CRISPR targets is time-consuming and inefficient.
Purpose of the Study:
- To develop a rapid and efficient screening platform for CRISPR RNA (crRNA) targets.
- To accelerate the identification of effective antiviral crRNAs.
- To validate the platform's efficacy against SARS-CoV-2 and Dengue virus (DENV).
Main Methods:
- Combined CaSilico-based bioinformatics with CRISPR in vitro detection technology.
- Bioinformatic screening to design and characterize crRNAs and target sequences.
- In vitro CRISPR assays for secondary screening and identification of optimal cleavage efficiency.
Main Results:
- Successfully designed and screened effective crRNAs targeting conserved regions of the SARS-CoV-2 N gene.
- Demonstrated SARS-CoV-2 inhibition in HEK 293T cells.
- Developed and validated crRNAs targeting DENV, reducing viral RNA load by over 90% and inhibiting all four serotypes in mammalian cell lines.
Conclusions:
- The developed platform significantly reduces screening time for antiviral targets compared to traditional methods.
- This approach provides a novel and efficient strategy for screening antiviral crRNAs.
- The platform shows promise for developing new CRISPR-based antiviral therapies.
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