[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 …

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 …

[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 …

[HTML][HTML] Single-cell and spatial transcriptomics: deciphering brain complexity in health and disease

M Piwecka, N Rajewsky, A Rybak-Wolf - Nature Reviews Neurology, 2023 - nature.com
In the past decade, single-cell technologies have proliferated and improved from their
technically challenging beginnings to become common laboratory methods capable of …

Single-cell DNA methylation and 3D genome architecture in the human brain

W Tian, J Zhou, A Bartlett, Q Zeng, H Liu, RG Castanon… - Science, 2023 - science.org
Delineating the gene-regulatory programs underlying complex cell types is fundamental for
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

EB Fabyanic, P Hu, Q Qiu, KN Berríos… - Nature …, 2024 - nature.com
Abstract Oxidative modification of 5-methylcytosine (5mC) by ten-eleven translocation (TET)
DNA dioxygenases generates 5-hydroxymethylcytosine (5hmC), the most abundant form of …

[HTML][HTML] Stabilized mosaic single-cell data integration using unshared features

S Ghazanfar, C Guibentif, JC Marioni - Nature biotechnology, 2024 - nature.com
Currently available single-cell omics technologies capture many unique features with
different biological information content. Data integration aims to place cells, captured with …

Signature morphoelectric properties of diverse GABAergic interneurons in the human neocortex

BR Lee, R Dalley, JA Miller, T Chartrand, J Close… - Science, 2023 - science.org
Human cortex transcriptomic studies have revealed a hierarchical organization of γ-
aminobutyric acid–producing (GABAergic) neurons from subclasses to a high diversity of …

[HTML][HTML] Broad transcriptomic dysregulation occurs across the cerebral cortex in ASD

MJ Gandal, JR Haney, B Wamsley, CX Yap, S Parhami… - Nature, 2022 - nature.com
Neuropsychiatric disorders classically lack defining brain pathologies, but recent work has
demonstrated dysregulation at the molecular level, characterized by transcriptomic and …

[HTML][HTML] Beyond assembly: the increasing flexibility of single-molecule sequencing technology

PW Hook, W Timp - Nature Reviews Genetics, 2023 - nature.com
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 …