[HTML][HTML] The technological landscape and applications of single-cell multi-omics

A Baysoy, Z Bai, R Satija, R Fan - Nature Reviews Molecular Cell …, 2023 - nature.com
Single-cell multi-omics technologies and methods characterize cell states and activities by
simultaneously integrating various single-modality omics methods that profile the …

[HTML][HTML] Methods and applications for single-cell and spatial multi-omics

K Vandereyken, A Sifrim, B Thienpont… - Nature Reviews Genetics, 2023 - nature.com
The joint analysis of the genome, epigenome, transcriptome, proteome and/or metabolome
from single cells is transforming our understanding of cell biology in health and disease. In …

[HTML][HTML] Dictionary learning for integrative, multimodal and scalable single-cell analysis

Y Hao, T Stuart, MH Kowalski, S Choudhary… - Nature …, 2024 - nature.com
Mapping single-cell sequencing profiles to comprehensive reference datasets provides a
powerful alternative to unsupervised analysis. However, most reference datasets are …

Single-cell chromatin state analysis with Signac

T Stuart, A Srivastava, S Madad, CA Lareau, R Satija - Nature methods, 2021 - nature.com
The recent development of experimental methods for measuring chromatin state at single-
cell resolution has created a need for computational tools capable of analyzing these …

Characterizing cis-regulatory elements using single-cell epigenomics

S Preissl, KJ Gaulton, B Ren - Nature Reviews Genetics, 2023 - nature.com
Cell type-specific gene expression patterns and dynamics during development or in disease
are controlled by cis-regulatory elements (CREs), such as promoters and enhancers …

Scalable, multimodal profiling of chromatin accessibility, gene expression and protein levels in single cells

EP Mimitou, CA Lareau, KY Chen… - Nature …, 2021 - nature.com
Recent technological advances have enabled massively parallel chromatin profiling with
scATAC-seq (single-cell assay for transposase accessible chromatin by sequencing). Here …

An efficient CRISPR–Cas12a promoter editing system for crop improvement

J Zhou, G Liu, Y Zhao, R Zhang, X Tang, L Li, X Jia… - Nature Plants, 2023 - nature.com
Promoter editing represents an innovative approach to introduce quantitative trait variation
(QTV) in crops. However, an efficient promoter editing system for QTV needs to be …

[HTML][HTML] Single-cell epigenomics reveals mechanisms of human cortical development

RS Ziffra, CN Kim, JM Ross, A Wilfert, TN Turner… - Nature, 2021 - nature.com
During mammalian development, differences in chromatin state coincide with cellular
differentiation and reflect changes in the gene regulatory landscape. In the developing brain …

[HTML][HTML] Chromatin potential identified by shared single-cell profiling of RNA and chromatin

S Ma, B Zhang, LM LaFave, AS Earl, Z Chiang, Y Hu… - Cell, 2020 - cell.com
Cell differentiation and function are regulated across multiple layers of gene regulation,
including modulation of gene expression by changes in chromatin accessibility. However …

Differential abundance testing on single-cell data using k-nearest neighbor graphs

E Dann, NC Henderson, SA Teichmann… - Nature …, 2022 - nature.com
Current computational workflows for comparative analyses of single-cell datasets typically
use discrete clusters as input when testing for differential abundance among experimental …