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Published on: March 11, 2020
Ultra-rapid somatic variant detection via real-time targeted amplicon sequencing
Jack Wadden1,2,3, Brandon S Newell4, Joshua Bugbee4
1Department of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, MI, 48109, USA. wadden@umich.edu.
Ultra-rapid molecular marker detection for cancer diagnosis is now possible. This study introduces a sub-30-minute method using Loop-mediated Isothermal Amplification (LAMP) and a novel bioinformatics tool, LAMPrey, for faster intraoperative variant identification.
Area of Science:
- Molecular Biology
- Bioinformatics
- Oncology
Background:
- Molecular markers are crucial for cancer diagnosis, clinical trial enrollment, and surgical decisions.
- Current sequencing-based variant detection methods are time-consuming, often taking hours due to extensive sample preparation.
- There is a critical need for ultra-rapid, intraoperative variant detection to improve patient management.
Purpose of the Study:
- To develop and validate a proof-of-principle approach for sub-1-hour targeted variant detection using real-time DNA sequencers.
- To explore the use of rapid, targeted Loop-mediated Isothermal Amplification (LAMP) for faster DNA amplification.
- To design and implement a bioinformatics tool (LAMPrey) for efficient processing of LAMP sequencing data.
Main Methods:
- Modification of existing protocols and optimization for rapid time-to-result in DNA sequencing.
- Implementation of targeted Loop-mediated Isothermal Amplification (LAMP) for rapid DNA amplification.
- Development of LAMPrey, a bioinformatics tool with a concatemer-aware alignment algorithm for processing LAMP sequencing data.
Main Results:
- Demonstrated confirmation of a hot-spot mutation from tumor tissue in approximately 52 minutes using modified sequencing protocols.
- Achieved confirmation of a hot-spot mutation (with 250x support) from tumor tissue in under 30 minutes using LAMP and LAMPrey.
- LAMPrey's alignment algorithm enhanced the recovery of diagnostically relevant information, enabling more rapid detection compared to standard methods.
Conclusions:
- The presented approach significantly reduces the time required for targeted variant detection, enabling intraoperative analysis.
- Loop-mediated Isothermal Amplification (LAMP) coupled with the LAMPrey bioinformatics tool offers a promising strategy for ultra-rapid molecular diagnostics.
- This methodology has the potential to revolutionize cancer diagnosis and intraoperative decision-making by providing near real-time genetic information.
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