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B-cell receptor reconstruction from single-cell RNA-seq with VDJPuzzle
Simone Rizzetto1,2, David N P Koppstein1,2, Jerome Samir1,2
1Kirby Institute for Infection and Immunity, Sydney, Australia.
Bioinformatics (Oxford, England)
|April 17, 2018
Summary
VDJPuzzle accurately reconstructs paired B-cell receptor (BCR) heavy and light chains from single-cell RNA sequencing data. This bioinformatics tool aids in understanding adaptive immunity by analyzing BCR sequences and somatic mutations.
Area of Science:
- Immunology
- Bioinformatics
- Genomics
Background:
- B-cell receptors (BCRs) are crucial for adaptive immunity, recognizing pathogen antigens.
- V(D)J recombination and somatic hypermutation create a vast BCR repertoire, requiring single-cell analysis.
- Single-cell RNA sequencing enables simultaneous capture of paired BCR chains and transcriptomic data.
Purpose of the Study:
- To develop a novel bioinformatics tool, VDJPuzzle, for reconstructing full-length B-cell receptor sequences.
- To extract somatic mutations within the VDJ regions of reconstructed BCRs.
- To validate the accuracy of VDJPuzzle in reconstructing BCR sequences.
Main Methods:
- Development of the VDJPuzzle bioinformatics tool.
- Application of VDJPuzzle to single-cell RNA sequencing data from human and murine B cells.
- Validation of reconstructed BCR sequences using single-cell Sanger sequencing.
Main Results:
- VDJPuzzle successfully reconstructed productive, full-length BCR heavy and light chains.
- 100% of human and 96.5% of murine B cells had their BCRs reconstructed.
- Reconstructed BCR sequences were validated by single-cell Sanger sequencing.
Conclusions:
- VDJPuzzle is an effective tool for reconstructing paired BCR sequences from single-cell RNA sequencing data.
- The tool accurately identifies somatic mutations in the VDJ regions.
- VDJPuzzle facilitates the study of BCR repertoire and adaptive immune responses.
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