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Updated: Jan 21, 2026

Amplicon Sequencing using the Long-Read Sequencing Technologies
Published on: August 29, 2025
Real-Time Selective Sequencing with RUBRIC: Read Until with Basecall and Reference-Informed Criteria
Harrison S Edwards1,2, Raga Krishnakumar3, Anupama Sinha3
1Exploratory Systems Dept., Sandia National Laboratories, Livermore, CA, USA.
Researchers developed RUBRIC, a novel real-time selective sequencing method for nanopore sequencing. This technique actively enriches target DNA and depletes background molecules during sequencing, improving data quality.
Area of Science:
- Genomics
- Molecular Biology
- Bioinformatics
Background:
- Nanopore sequencing offers real-time data analysis.
- Selective sequencing aims to enrich target molecules and reduce background noise.
- Existing methods like pattern-matching Read Until have limitations.
Purpose of the Study:
- To introduce and evaluate RUBRIC, a novel real-time selective sequencing method.
- To demonstrate RUBRIC's ability for on-line basecalling and alignment-based decision making.
- To assess RUBRIC's performance across various parameters and sample types.
Main Methods:
- Utilized the Oxford MinION nanopore sequencer.
- Implemented RUBRIC for real-time selective sequencing based on on-line basecalling and alignment.
- Tested RUBRIC on mixed human/bacteria samples and CRISPR/Cas9-cut DNA.
- Developed a generalized model for performance estimation.
Main Results:
- RUBRIC enables real-time selective sequencing by actively rejecting non-informative DNA.
- On-line basecalling allows alignment against references for sequence/reject decisions.
- RUBRIC demonstrated effectiveness in background depletion and target enrichment.
- Performance was evaluated across diverse sample compositions and computational setups.
Conclusions:
- RUBRIC represents a significant advancement in real-time selective nanopore sequencing.
- The method offers a powerful tool for targeted sequencing applications.
- RUBRIC's performance can be modeled and optimized for specific experimental needs.
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