4.7 Review

Single-Cell Multiomics Techniques: From Conception to Applications

Journal

Publisher

FRONTIERS MEDIA SA
DOI: 10.3389/fcell.2022.854317

Keywords

single-cell; multiomics; genomics; epigenomics; transcriptomics; chromatin accessibility

Ask authors/readers for more resources

Recent advances in single-cell analyses have led to comprehensive characterization of cellular and molecular states, with the development of multiplexed assays offering simultaneous analysis of multiple factors and processes. These technologies have rapidly evolved, providing better specificity, precision, and resolution. This review summarizes recent progress in single-cell multiomics approaches, focusing on innovative techniques that integrate genome, epigenome, and transcriptome profiling.
Recent advances in methods for single-cell analyses and barcoding strategies have led to considerable progress in research. The development of multiplexed assays offers the possibility to conduct parallel analyses of multiple factors and processes for comprehensive characterization of cellular and molecular states in health and disease. These technologies have expanded extremely rapidly in the past years and constantly evolve and provide better specificity, precision and resolution. This review summarizes recent progress in single-cell multiomics approaches, and focuses, in particular, on the most innovative techniques that integrate genome, epigenome and transcriptome profiling. It describes the methodologies, discusses their advantages and limitations, and explains how they have been applied to studies on cell heterogeneity and differentiation, and epigenetic reprogramming.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.7
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

No Data Available
No Data Available