WAT3R: recovery of T-cell receptor variable regions from 3′ single-cell RNA-sequencing

被引:5
作者
Ainciburu, Marina [1 ,2 ,3 ,4 ]
Morgan, Duncan M. [5 ,6 ]
DePasquale, Erica A. K. [2 ,3 ,4 ]
Love, J. Christopher [4 ,5 ,6 ]
Prosper, Felipe [1 ]
van Galen, Peter [2 ,3 ,4 ,7 ]
机构
[1] Univ Navarra, Program Hematooncol, E-31080 Pamplona, Spain
[2] Brigham & Womens Hosp, Div Hematol, Boston, MA 02115 USA
[3] Harvard Med Sch, Dept Med, Boston, MA 02115 USA
[4] Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
[5] MIT, Dept Chem Engn, Cambridge, MA 02139 USA
[6] MIT, Koch Inst Integrat Canc Res, Cambridge, MA 02139 USA
[7] Harvard Med Sch, Ludwig Ctr Harvard, Boston, MA 02115 USA
关键词
D O I
10.1093/bioinformatics/btac382
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Diversity of the T-cell receptor (TCR) repertoire is central to adaptive immunity. The TCR is composed of alpha and beta chains, encoded by the TRA and TRB genes, of which the variable regions determine antigen specificity. To generate novel biological insights into the complex functioning of immune cells, combined capture of variable regions and single-cell transcriptomes provides a compelling approach. Recent developments enable the enrichment of TRA and TRB variable regions from widely used technologies for 3'-based single-cell RNA-sequencing (scRNA-seq). However, a comprehensive computational pipeline to process TCR-enriched data from 3' scRNA-seq is not available. Here, we present an analysis pipeline to process TCR variable regions enriched from 3' scRNA-seq cDNA. The tool reports TRA and TRB nucleotide and amino acid sequences linked to cell barcodes, enabling the reconstruction of T-cell clonotypes with associated transcriptomes. We demonstrate the software using peripheral blood mononuclear cells from a healthy donor and detect TCR sequences in a high proportion of single T cells. Detection of TCR sequences is low in non-T-cell populations, demonstrating specificity. Finally, we show that TCR clones are larger in CD8 Memory T cells than in other T-cell types, indicating an association between T-cell clonotypes and differentiation states.
引用
收藏
页码:3645 / 3647
页数:3
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