[HTML][HTML] The technological landscape and applications of single-cell multi-omics
Single-cell multi-omics technologies and methods characterize cell states and activities by
simultaneously integrating various single-modality omics methods that profile the …
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 …
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
Mapping single-cell sequencing profiles to comprehensive reference datasets provides a
powerful alternative to unsupervised analysis. However, most reference datasets are …
powerful alternative to unsupervised analysis. However, most reference datasets are …
Single-cell chromatin state analysis with Signac
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 …
cell resolution has created a need for computational tools capable of analyzing these …
Characterizing cis-regulatory elements using single-cell epigenomics
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 …
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 …
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 …
(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
During mammalian development, differences in chromatin state coincide with cellular
differentiation and reflect changes in the gene regulatory landscape. In the developing brain …
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
Cell differentiation and function are regulated across multiple layers of gene regulation,
including modulation of gene expression by changes in chromatin accessibility. However …
including modulation of gene expression by changes in chromatin accessibility. However …
Differential abundance testing on single-cell data using k-nearest neighbor graphs
Current computational workflows for comparative analyses of single-cell datasets typically
use discrete clusters as input when testing for differential abundance among experimental …
use discrete clusters as input when testing for differential abundance among experimental …