Unknown

Dataset Information

0

BALDR: a computational pipeline for paired heavy and light chain immunoglobulin reconstruction in single-cell RNA-seq data.


ABSTRACT: B cells play a critical role in the immune response by producing antibodies, which display remarkable diversity. Here we describe a bioinformatic pipeline, BALDR (BCR Assignment of Lineage using De novo Reconstruction) that accurately reconstructs the paired heavy and light chain immunoglobulin gene sequences from Illumina single-cell RNA-seq data. BALDR was accurate for clonotype identification in human and rhesus macaque influenza vaccine and simian immunodeficiency virus vaccine induced vaccine-induced plasmablasts and naïve and antigen-specific memory B cells. BALDR enables matching of clonotype identity with single-cell transcriptional information in B cell lineages and will have broad application in the fields of vaccines, human immunodeficiency virus broadly neutralizing antibody development, and cancer.BALDR is available at https://github.com/BosingerLab/BALDR .

SUBMITTER: Upadhyay AA 

PROVIDER: S-EPMC5859752 | biostudies-literature | 2018 Mar

REPOSITORIES: biostudies-literature

altmetric image

Publications


B cells play a critical role in the immune response by producing antibodies, which display remarkable diversity. Here we describe a bioinformatic pipeline, BALDR (BCR Assignment of Lineage using De novo Reconstruction) that accurately reconstructs the paired heavy and light chain immunoglobulin gene sequences from Illumina single-cell RNA-seq data. BALDR was accurate for clonotype identification in human and rhesus macaque influenza vaccine and simian immunodeficiency virus vaccine induced vacci  ...[more]

Similar Datasets

| S-EPMC3910347 | biostudies-literature
2018-12-21 | GSE114309 | GEO
| PRJEB25901 | ENA
2013-07-16 | GSE48870 | GEO
2013-07-16 | E-GEOD-48870 | biostudies-arrayexpress
2018-12-21 | GSE113938 | GEO
| S-EPMC5921987 | biostudies-literature
2013-06-01 | GSE47129 | GEO
| S-EPMC10592837 | biostudies-literature
| PRJNA470930 | ENA