BioinformaticsBioinformaticsPeer-reviewed journal article
B-cell receptor reconstruction from single-cell RNA-seq with VDJPuzzle
Simone RizzettoiD, David KoppsteiniD, Jerome SamiriD, Mandeep SinghiD, Joanne H. ReediD, Curtis CaiiD, Andrew R. LloydiD, Auda A. EltahlaiD, Christopher Carl GoodnowiD, Fabio LucianiiD
Abstract
The B-cell receptor (BCR) performs essential functions for the adaptive immune system including recognition of pathogen-derived antigens. Cell-to-cell variability of BCR sequences due to V(D)J recombination and somatic hypermutation (SHM) necessitates single-cell characterization of BCR sequences. Single-cell RNA sequencing (scRNA-seq) presents the opportunity for simultaneous capture of the BCR sequence and transcriptomic signature for a detailed understanding of the dynamics of an immune response.\n\nWe developed VDJPuzzle 2.0, a bioinformatic tool that reconstructs productive, full-length B-cell receptor sequences of both heavy and light chains. VDJPuzzle successfully reconstructs BCRs from 98.3% (n=117) of human and 96.5% (n=200) from murine B cells. 92.0% of clonotypes and 90.3% of mutations were concordant with single-cell Sanger sequencing of the immunoglobulin chains. VDJPuzzle is available at https://bitbucket.org/kirbyvisp/vdjpuzzle2
- organism: human
- organism: mouse
- assay: scRNA-seq
- research focus: cell type annotation
- research focus: differential expression
- research focus: gene regulatory network inference
- approach: statistical model
- Citations
- 89
- FWCI
- 4.36
- Field percentile
- top 4%
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