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免疫管道:一个全面且灵活的单细胞RNA测序和单细胞T细胞受体测序数据分析管道。

Immunopipe: a comprehensive and flexible scRNA-seq and scTCR-seq data analysis pipeline.

作者信息

Wang Panwen, Yu Yue, Dong Haidong, Zhang Shuwen, Sun Zhifu, Zeng Hu, Mondello Patrizia, Kocher Jean-Pierre A, Wang Junwen, Asmann Yan W, Lin Yi, Li Ying

机构信息

Department of Quantitative Health Sciences, Mayo Clinic, Scottsdale, AZ 85259, United States.

Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN 55905, United States.

出版信息

NAR Genom Bioinform. 2025 May 19;7(2):lqaf063. doi: 10.1093/nargab/lqaf063. eCollection 2025 Jun.

Abstract

Single-cell sequencing technologies provide us with information at the level of individual cells. Combining single-cell RNA-seq and single-cell TCR-seq profiling enables the exploration of cell heterogeneity and T-cell receptor repertoires simultaneously. Integrating both types of data can play a crucial role in enhancing our understanding of T-cell-mediated immunity and, in turn, facilitate the advancement of immunotherapy. Here, we present immunopipe, a comprehensive and flexible pipeline to perform integrated analysis of scRNA-seq and scTCR-seq data. In addition to the command line tool, we provide a user-friendly web interface for pipeline configuration and execution monitoring, benefiting researchers without extensive programming experience. With its comprehensive functionality and ease of use, immunopipe empowers researchers to uncover valuable insights from scRNA-seq and scTCR-seq data, ultimately advancing the understanding of immune responses and immunotherapy development.

摘要

单细胞测序技术为我们提供了单个细胞水平的信息。将单细胞RNA测序和单细胞TCR测序分析相结合,能够同时探索细胞异质性和T细胞受体库。整合这两种类型的数据对于增强我们对T细胞介导的免疫的理解起着至关重要的作用,进而促进免疫治疗的发展。在此,我们展示了immunopipe,这是一个用于对scRNA-seq和scTCR-seq数据进行综合分析的全面且灵活的流程。除了命令行工具外,我们还提供了一个用户友好的网页界面用于流程配置和执行监控,这对没有丰富编程经验的研究人员很有帮助。凭借其全面的功能和易用性,immunopipe使研究人员能够从scRNA-seq和scTCR-seq数据中发现有价值的见解,最终推动对免疫反应和免疫治疗发展的理解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d645/12086537/a5586b1467ed/lqaf063fig1.jpg

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