TcEVdb: a database for T-cell-derived small extracellular vesicles from single-cell transcriptomes.

IF 3.4 4区 生物学 Q1 MATHEMATICAL & COMPUTATIONAL BIOLOGY
Tao Luo, Wen-Kang Shen, Chu-Yu Zhang, Dan-Dan Song, Xiu-Qing Zhang, An-Yuan Guo, Qian Lei
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引用次数: 0

Abstract

T-Cell-derived extracellular vesicles (TcEVs) play key roles in immune regulation and tumor microenvironment modulation. However, the heterogeneity of TcEV remains poorly understood due to technical limitations of EV analysis and the lack of comprehensive data. To address this, we constructed TcEVdb, a comprehensive database that explores the expression and cluster of TcEV by the SEVtras method from T-cell single-cell RNA sequencing data. TcEVdb contains 277 265 EV droplets from 51 T-cell types across 221 samples from 21 projects, covering 9 tissue sources and 23 disease conditions. The database provides two main functional modules. The Browse module enables users to investigate EV secretion activity indices across samples, visualize TcEV clusters, analyze differentially expressed genes (DEGs) and pathway enrichment in TcEV subpopulations, and compare TcEV transcriptomes with their cellular origins. The Search module allows users to query specific genes across all datasets and visualize their expression distribution. Furthermore, our analysis of TcEV in diffuse large B-cell lymphoma revealed increased EV secretion in CD4+ T exhausted cells compared to healthy controls. Subsequent analyses identified distinct droplet clusters with differential expression genes, including clusters enriched for genes associated with cell motility and mitochondrial function. Overall, TcEVdb serves as a comprehensive resource for exploring the transcriptome of TcEV, which will contribute to advancements in EV-based diagnostics and therapeutics across a wide range of diseases. Database URL: https://guolab.wchscu.cn/TcEVdb.

TcEVdb:来自单细胞转录组的t细胞衍生的小细胞外囊泡数据库。
t细胞来源的细胞外囊泡(tcev)在免疫调节和肿瘤微环境调节中发挥关键作用。然而,由于EV分析的技术限制和缺乏全面的数据,TcEV的异质性仍然知之甚少。为了解决这个问题,我们构建了TcEVdb,这是一个综合数据库,通过SEVtras方法从t细胞单细胞RNA测序数据中探索TcEV的表达和集群。TcEVdb包含来自21个项目221个样本的51种t细胞类型的277 265个EV液滴,涵盖9个组织来源和23种疾病。数据库主要提供两个功能模块。浏览模块使用户能够研究样本中的EV分泌活性指数,可视化TcEV簇,分析TcEV亚群中的差异表达基因(DEGs)和途径富集,并比较TcEV转录组与其细胞起源。Search模块允许用户查询所有数据集中的特定基因,并可视化其表达分布。此外,我们对弥漫性大b细胞淋巴瘤的TcEV分析显示,与健康对照相比,CD4+ T耗竭细胞的EV分泌增加。随后的分析发现,不同的液滴簇具有不同的表达基因,包括与细胞运动和线粒体功能相关的基因富集的簇。总的来说,TcEVdb是探索TcEV转录组的综合资源,这将有助于在广泛的疾病中推进基于ev的诊断和治疗。数据库地址:https://guolab.wchscu.cn/TcEVdb。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Database: The Journal of Biological Databases and Curation
Database: The Journal of Biological Databases and Curation MATHEMATICAL & COMPUTATIONAL BIOLOGY-
CiteScore
9.00
自引率
3.40%
发文量
100
审稿时长
>12 weeks
期刊介绍: Huge volumes of primary data are archived in numerous open-access databases, and with new generation technologies becoming more common in laboratories, large datasets will become even more prevalent. The archiving, curation, analysis and interpretation of all of these data are a challenge. Database development and biocuration are at the forefront of the endeavor to make sense of this mounting deluge of data. Database: The Journal of Biological Databases and Curation provides an open access platform for the presentation of novel ideas in database research and biocuration, and aims to help strengthen the bridge between database developers, curators, and users.
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