Literature DB >> 27787803

Single-Cell RNA Sequencing of Human T Cells.

Alexandra-Chloé Villani1,2, Karthik Shekhar3.   

Abstract

Understanding how populations of human T cells leverage cellular heterogeneity, plasticity, and diversity to achieve a wide range of functional flexibility, particularly during dynamic processes such as development, differentiation, and antigenic response, is a core challenge that is well suited for single-cell analysis. Hypothesis-free evaluation of cellular states and subpopulations by transcriptional profiling of single T cells can identify relationships that may be obscured by targeted approaches such as FACS sorting on cell-surface antigens, or bulk expression analysis. While this approach is relevant to all cell types, it is of particular interest in the study of T cells for which classical phenotypic criteria are now viewed as insufficient for distinguishing different T cell subtypes and transitional states, and defining the changes associated with dysfunctional T cell states in autoimmunity and tumor-related exhaustion. This unit describes a protocol to generate single-cell transcriptomic libraries of human blood CD4+ and CD8+ T cells, and also introduces the basic bioinformatic steps to process the resulting sequence data for further computational analysis. We show how cellular subpopulations can be identified from transcriptional data, and derive characteristic gene expression signatures that distinguish these states. We believe single-cell RNA-seq is a powerful technique to study the cellular heterogeneity in complex tissues, a paradigm that will be of great value for the immune system.

Entities:  

Keywords:  Alignment; CD4; CD8; Clustering; Gene expression; Markers; Single-cell RNA sequencing; Smart-Seq2; T cells

Mesh:

Substances:

Year:  2017        PMID: 27787803     DOI: 10.1007/978-1-4939-6548-9_16

Source DB:  PubMed          Journal:  Methods Mol Biol        ISSN: 1064-3745


  9 in total

Review 1.  Using Large Datasets to Understand Nanotechnology.

Authors:  Kalina Paunovska; David Loughrey; Cory D Sago; Robert Langer; James E Dahlman
Journal:  Adv Mater       Date:  2019-08-20       Impact factor: 30.849

2.  Human T-Cell Cloning by Limiting Dilution.

Authors:  Laura Maggi; Manuela Capone; Alessio Mazzoni
Journal:  Methods Mol Biol       Date:  2021

3.  Methods for Characterization of Senescent Circulating and Tumor-Infiltrating T-Cells: An Overview from Multicolor Flow Cytometry to Single-Cell RNA Sequencing.

Authors:  Rossana Franzin; Alessandra Stasi; Giuseppe Castellano; Loreto Gesualdo
Journal:  Methods Mol Biol       Date:  2021

4.  Functional impairment of HIV-specific CD8+ T cells precedes aborted spontaneous control of viremia.

Authors:  David R Collins; Jonathan M Urbach; Zachary J Racenet; Umar Arshad; Karen A Power; Ruchi M Newman; Geetha H Mylvaganam; Ngoc L Ly; Xiaodong Lian; Anna Rull; Yelizaveta Rassadkina; Adrienne G Yanez; Michael J Peluso; Steven G Deeks; Francesc Vidal; Mathias Lichterfeld; Xu G Yu; Gaurav D Gaiha; Todd M Allen; Bruce D Walker
Journal:  Immunity       Date:  2021-09-07       Impact factor: 43.474

5.  Single-Cell Analysis of Quiescent HIV Infection Reveals Host Transcriptional Profiles that Regulate Proviral Latency.

Authors:  Todd Bradley; Guido Ferrari; Barton F Haynes; David M Margolis; Edward P Browne
Journal:  Cell Rep       Date:  2018-10-02       Impact factor: 9.423

6.  Single-Cell Analysis Identifies Thymic Maturation Delay in Growth-Restricted Neonatal Mice.

Authors:  Wendi A Bacon; Russell S Hamilton; Ziyi Yu; Jens Kieckbusch; Delia Hawkes; Ada M Krzak; Chris Abell; Francesco Colucci; D Stephen Charnock-Jones
Journal:  Front Immunol       Date:  2018-11-01       Impact factor: 7.561

Review 7.  Receptor signaling, transcriptional, and metabolic regulation of T cell exhaustion.

Authors:  Mumtaz Y Balkhi
Journal:  Oncoimmunology       Date:  2020-04-14       Impact factor: 8.110

Review 8.  The impact of single-cell RNA sequencing on understanding the functional organization of the immune system.

Authors:  Peter Vegh; Muzlifah Haniffa
Journal:  Brief Funct Genomics       Date:  2018-07-01       Impact factor: 4.241

9.  The activation trajectory of plasmacytoid dendritic cells in vivo during a viral infection.

Authors:  Abdenour Abbas; Thien-Phong Vu Manh; Michael Valente; Nils Collinet; Noudjoud Attaf; Chuang Dong; Karima Naciri; Rabie Chelbi; Geoffray Brelurut; Inaki Cervera-Marzal; Benjamin Rauwel; Jean-Luc Davignon; Gilles Bessou; Morgane Thomas-Chollier; Denis Thieffry; Alexandra-Chloé Villani; Pierre Milpied; Marc Dalod; Elena Tomasello
Journal:  Nat Immunol       Date:  2020-07-20       Impact factor: 25.606

  9 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.