[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 …
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 …
[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 …
[HTML][HTML] Single-cell and spatial transcriptomics: deciphering brain complexity in health and disease
In the past decade, single-cell technologies have proliferated and improved from their
technically challenging beginnings to become common laboratory methods capable of …
technically challenging beginnings to become common laboratory methods capable of …
Single-cell DNA methylation and 3D genome architecture in the human brain
Delineating the gene-regulatory programs underlying complex cell types is fundamental for
understanding brain function in health and disease. Here, we comprehensively examined …
understanding brain function in health and disease. Here, we comprehensively examined …
Joint single-cell profiling resolves 5mC and 5hmC and reveals their distinct gene regulatory effects
Abstract Oxidative modification of 5-methylcytosine (5mC) by ten-eleven translocation (TET)
DNA dioxygenases generates 5-hydroxymethylcytosine (5hmC), the most abundant form of …
DNA dioxygenases generates 5-hydroxymethylcytosine (5hmC), the most abundant form of …
[HTML][HTML] Stabilized mosaic single-cell data integration using unshared features
Currently available single-cell omics technologies capture many unique features with
different biological information content. Data integration aims to place cells, captured with …
different biological information content. Data integration aims to place cells, captured with …
Signature morphoelectric properties of diverse GABAergic interneurons in the human neocortex
Human cortex transcriptomic studies have revealed a hierarchical organization of γ-
aminobutyric acid–producing (GABAergic) neurons from subclasses to a high diversity of …
aminobutyric acid–producing (GABAergic) neurons from subclasses to a high diversity of …
[HTML][HTML] Broad transcriptomic dysregulation occurs across the cerebral cortex in ASD
Neuropsychiatric disorders classically lack defining brain pathologies, but recent work has
demonstrated dysregulation at the molecular level, characterized by transcriptomic and …
demonstrated dysregulation at the molecular level, characterized by transcriptomic and …
[HTML][HTML] Beyond assembly: the increasing flexibility of single-molecule sequencing technology
The maturation of high-throughput short-read sequencing technology over the past two
decades has shaped the way genomes are studied. Recently, single-molecule, long-read …
decades has shaped the way genomes are studied. Recently, single-molecule, long-read …