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BALDR:单细胞 RNA-seq 数据中配对重链和轻链免疫球蛋白重建的计算流程。

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

机构信息

Division of Microbiology and Immunology, Yerkes National Primate Research Center, Atlanta, GA, USA.

Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA, USA.

出版信息

Genome Med. 2018 Mar 20;10(1):20. doi: 10.1186/s13073-018-0528-3.

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 .

摘要

B 细胞通过产生抗体在免疫反应中发挥关键作用,这些抗体显示出显著的多样性。在这里,我们描述了一个生物信息学管道,BALDR(使用从头重建进行 B 细胞受体谱系分配),它可以从 Illumina 单细胞 RNA-seq 数据中准确地重建配对的重链和轻链免疫球蛋白基因序列。BALDR 可用于准确鉴定人类和恒河猴流感疫苗和猴免疫缺陷病毒疫苗诱导的浆母细胞以及幼稚和抗原特异性记忆 B 细胞中的克隆型。BALDR 能够将克隆型身份与 B 细胞谱系中的单细胞转录信息相匹配,并且将在疫苗、人类免疫缺陷病毒广泛中和抗体开发和癌症等领域得到广泛应用。BALDR 可在 https://github.com/BosingerLab/BALDR 上获得。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e752/5859752/18c790f7624c/13073_2018_528_Fig1_HTML.jpg

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