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Single-cell RNA sequencing to explore immune cell heterogeneity
- Source :
- Nature Reviews Immunology. 18:35-45
- Publication Year :
- 2017
- Publisher :
- Springer Science and Business Media LLC, 2017.
-
Abstract
- Advances in single-cell RNA sequencing (scRNA-seq) have allowed for comprehensive analysis of the immune system. In this Review, we briefly describe the available scRNA-seq technologies together with their corresponding strengths and weaknesses. We discuss in depth how scRNA-seq can be used to deconvolve immune system heterogeneity by identifying novel distinct immune cell subsets in health and disease, characterizing stochastic heterogeneity within a cell population and building developmental 'trajectories' for immune cells. Finally, we discuss future directions of the field and present integrated approaches to complement molecular information from a single cell with studies of the environment, epigenetic state and cell lineage.
- Subjects :
- Epigenomics
0301 basic medicine
History
T-Lymphocytes
Cellular differentiation
Population
Cell
Computational biology
Biology
Monocytes
Education
03 medical and health sciences
Immune system
medicine
Animals
Humans
Cell Lineage
Lymphocytes
Epigenetics
education
Genetics
B-Lymphocytes
education.field_of_study
Sequence Analysis, RNA
Gene Expression Profiling
Macrophages
High-Throughput Nucleotide Sequencing
RNA
Cell Differentiation
Dendritic Cells
biochemical phenomena, metabolism, and nutrition
Computer Science Applications
Killer Cells, Natural
Gene expression profiling
030104 developmental biology
medicine.anatomical_structure
bacteria
Single-Cell Analysis
Subjects
Details
- ISSN :
- 14741741 and 14741733
- Volume :
- 18
- Database :
- OpenAIRE
- Journal :
- Nature Reviews Immunology
- Accession number :
- edsair.doi.dedup.....b1b20ae7196a4a97516c376125eda209
- Full Text :
- https://doi.org/10.1038/nri.2017.76