Profiling Chromatin Accessibility at Single-cell Resolution
- Author:
Sinha SARTHAK
1
;
T.Satpathy ANSUMAN
;
Zhou WEIQIANG
;
Ji HONGKAI
;
A.Stratton JO
;
Jaffer ARZINA
;
Bahlis NIZAR
;
Morrissy SORANA
;
A.Biernaskie JEFF
Author Information
1. Department of Comparative Biology & Experimental Medicine,Faculty of Veterinary Medicine,University of Calgary,Calgary,AB T2N 4N1,Canada
- Keywords:
Single-cell ATAC-seq;
Gene regulation;
Epigenetics;
Single-cell multi-omics;
Cis-regulatory elements
- From:
Genomics, Proteomics & Bioinformatics
2021;19(2):172-190
- CountryChina
- Language:Chinese
-
Abstract:
How distinct transcriptional programs are enacted to generate cellular heterogeneity and plasticity,and enable complex fate decisions are important open questions.One key regulator is the cell's epigenome state that drives distinct transcriptional programs by regulating chromatin acces-sibility.Genome-wide chromatin accessibility measurements can impart insights into regulatory sequences (in)accessible to DNA-binding proteins at a single-cell resolution.This review outlines molecular methods and bioinformatic tools for capturing cell-to-cell chromatin variation using single-cell assay for transposase-accessible chromatin using sequencing (scATAC-seq) in a scalable fashion.It also covers joint profiling of chromatin with transcriptome/proteome measurements,computational strategies to integrate multi-omic measurements,and predictive bioinformatic tools to infer chromatin accessibility from single-cell transcriptomic datasets.Methodological refinements that increase power for cell discovery through robust chromatin coverage and integrate measure-ments from multiple modalities will further expand our understanding of gene regulation during homeostasis and disease.
