4.7 Article

B-cell receptor reconstruction from single-cell RNA-seq with VDJPuzzle

Journal

BIOINFORMATICS
Volume 34, Issue 16, Pages 2846-2847

Publisher

OXFORD UNIV PRESS
DOI: 10.1093/bioinformatics/bty203

Keywords

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Funding

  1. National Health and Medical Research Council of Australia (NHMRC) [1121643, 1113904]
  2. Australian Centre for HIV and HCV Research
  3. UIPA Postgraduate Award UNSW Australia
  4. AGRTP Scholarship
  5. NHMRC Fellowship [1130128, 1043067, 1128416]
  6. NSW Health Early-Mid Career Fellowship
  7. National Health and Medical Research Council of Australia [1121643, 1128416, 1130128] Funding Source: NHMRC

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Motivation: The B-cell receptor (BCR) performs essential functions for the adaptive immune system including recognition of pathogen-derived antigens. The vast repertoire and adaptive variation of BCR sequences due to V(D) J recombination and somatic hypermutation necessitates single-cell characterization of BCR sequences. Single-cell RNA sequencing presents the opportunity for simultaneous capture of paired BCR heavy and light chains and the transcriptomic signature. Results: We developed VDJPuzzle, a novel bioinformatic tool that reconstructs productive, full-length B-cell receptor sequences of both heavy and light chains and extract somatic mutations on the VDJ region. VDJPuzzle successfully reconstructed BCRs from 100% (n = 117) human and 96.5% (n = 200) murine B cells. The reconstructed BCRs were successfully validated with single-cell Sanger sequencing. Availability and implementation: VDJPuzzle is available at https://bitbucket.org/kirbyvisp/vdjpuzzle2. Contact: luciani@ unsw.edu.au Supplementary information: Supplementary data are available at Bioinformatics online.

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