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DNA Virus Detection System Based on RPA-CRISPR/Cas12a-SPM and Deep Learning
Published on: May 10, 2024
Establishment of an RPA-CRISPR/Cas12a combined diagnostic system for Pneumocystis jirovecii pneumonia
Yun Wu1, Yuhan Shao1, Wei Li1
1Beijing Institute of Tropical Medicine, Beijing Friendship Hospital, Capital Medical University, Beijing, China.
Insights
A new diagnostic method using Recombinase Polymerase Amplification (RPA) and CRISPR/Cas12a offers rapid, sensitive detection of Pneumocystis jirovecii pneumonia. This point-of-care tool is ideal for low-resource settings, improving early diagnosis and patient outcomes.
Area of Science:
- Molecular diagnostics
- Microbiology
- Immunocompromised patient care
Background:
- Pneumocystis jirovecii pneumonia (PJP) presents a significant mortality risk and economic burden, particularly in immunocompromised individuals.
- Existing diagnostic methods often lack the speed and accessibility required for early detection, especially in resource-limited environments.
- There is a critical need for innovative, point-of-care diagnostic solutions for PJP.
Purpose of the Study:
- To develop and validate a novel, highly sensitive, and rapid diagnostic method for P. jirovecii.
- To create a point-of-care assay suitable for low-resource settings.
- To target the mitochondrial small subunit rRNA (mtSSU rRNA) gene of P. jirovecii for detection.
Main Methods:
- Development of Recombinase Polymerase Amplification (RPA) primers and CRISPR-derived RNAs (crRNAs) targeting the P. jirovecii mtSSU rRNA gene.
- Integration of RPA with CRISPR/Cas12a technology for enhanced detection sensitivity.
- Fluorescence-based detection and validation using 83 clinical samples (39 confirmed, 44 suspected P. jirovecii cases).
Main Results:
- The developed RPA-CRISPR/Cas12a method achieved a limit of detection (LOD) of 1 copy per reaction.
- Sensitivity was superior to current real-time PCR methods when using the combination of crRNA5 and crRNA6.
- The assay demonstrated high specificity, with no cross-reactivity observed against other common respiratory pathogens.
Conclusions:
- The novel RPA-CRISPR/Cas12a assay provides a highly sensitive and rapid tool for early and on-site detection of P. jirovecii pneumonia.
- This diagnostic approach is well-suited for resource-limited settings, addressing a critical unmet need.
- The platform shows promise for broader applications in detecting other human pathogens, enhancing global diagnostic capabilities.
Abstract:
Pneumocystis jirovecii causes severe pneumonia in immunocompromised individuals, leading to high mortality and an economic burden. There is a need for early detection methods suitable for low-resource settings and rapid point-of-care diagnostics. This study developed a detection method using Recombinase Polymerase Amplification (RPA) followed by CRISPR/Cas12a with fluorescence detection. The RPA primers and CRISPR-derived RNAs (crRNAs) were specifically designed to target the mitochondrial small subunit rRNA (mtSSU rRNA) gene of P. jirovecii. A total of 83 clinical samples were tested using this method, including 39 confirmed and 44 suspected cases of P. jirovecii infection. The combination of crRNA5 and crRNA6 demonstrated higher sensitivity compared to the current real-time PCR detection method, with a limit of detection (LOD) of 1 copy per reaction and showed no cross-reactions with other respiratory pathogens. The concordance of this method was validated with both infected and non-infected patients. In conclusion, the method developed in this study potentially provides a highly sensitive and rapid tool suitable for the early and on-site detection of P. jirovecii pneumonia. Furthermore, this method holds potential applications for the detection of other human pathogens, representing a significant advancement in diagnostic capabilities for low-resource settings.
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