Suppr超能文献

通过模块化TCR表达从单细胞RNA测序数据集中鉴定人类γδ T细胞。

Human γδ T cell identification from single-cell RNA sequencing datasets by modular TCR expression.

作者信息

Song Zheng, Henze Lara, Casar Christian, Schwinge Dorothee, Schramm Christoph, Fuss Johannes, Tan Likai, Prinz Immo

机构信息

Institute of Systems Immunology, University Medical Center Hamburg-Eppendorf, Falkenried 94, 20251 Hamburg, Germany.

I. Department of Medicine, University Medical Center Hamburg-Eppendorf, Martinistrasse 52, 20246 Hamburg, Germany.

出版信息

J Leukoc Biol. 2023 Nov 24;114(6):630-638. doi: 10.1093/jleuko/qiad069.

Abstract

Accurately identifying γδ T cells in large single-cell RNA sequencing (scRNA-seq) datasets without additional single-cell γδ T cell receptor sequencing (sc-γδTCR-seq) or CITE-seq (cellular indexing of transcriptomes and epitopes sequencing) data remains challenging. In this study, we developed a TCR module scoring strategy for human γδ T cell identification (i.e. based on modular gene expression of constant and variable TRA/TRB and TRD genes). We evaluated our method using 5' scRNA-seq datasets comprising both sc-αβTCR-seq and sc-γδTCR-seq as references and demonstrated that it can identify γδ T cells in scRNA-seq datasets with high sensitivity and accuracy. We observed a stable performance of this strategy across datasets from different tissues and different subtypes of γδ T cells. Thus, we propose this analysis method, based on TCR gene module scores, as a standardized tool for identifying and reanalyzing γδ T cells from 5'-end scRNA-seq datasets.

摘要

在没有额外的单细胞γδT细胞受体测序(sc-γδTCR-seq)或CITE-seq(转录组和表位测序的细胞索引)数据的情况下,在大型单细胞RNA测序(scRNA-seq)数据集中准确识别γδT细胞仍然具有挑战性。在本研究中,我们开发了一种用于人类γδT细胞识别的TCR模块评分策略(即基于恒定和可变TRA/TRB及TRD基因的模块化基因表达)。我们使用包含sc-αβTCR-seq和sc-γδTCR-seq的5' scRNA-seq数据集作为参考来评估我们的方法,并证明它可以在scRNA-seq数据集中以高灵敏度和准确性识别γδT细胞。我们观察到该策略在来自不同组织和不同γδT细胞亚型的数据集中表现稳定。因此,我们提出这种基于TCR基因模块评分的分析方法,作为从5'端scRNA-seq数据集中识别和重新分析γδT细胞的标准化工具。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验