Best practices for single-cell analysis across modalities

L Heumos, AC Schaar, C Lance, A Litinetskaya… - Nature Reviews …, 2023 - nature.com
Recent advances in single-cell technologies have enabled high-throughput molecular
profiling of cells across modalities and locations. Single-cell transcriptomics data can now …

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 …

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 …

SCENIC+: single-cell multiomic inference of enhancers and gene regulatory networks

C Bravo González-Blas, S De Winter, G Hulselmans… - Nature …, 2023 - nature.com
Joint profiling of chromatin accessibility and gene expression in individual cells provides an
opportunity to decipher enhancer-driven gene regulatory networks (GRNs). Here we present …

A multimodal cell census and atlas of the mammalian primary motor cortex

Principal manuscript editors, Analysis coordination… - Nature, 2021 - nature.com
Here we report the generation of a multimodal cell census and atlas of the mammalian
primary motor cortex as the initial product of the BRAIN Initiative Cell Census Network …

[PDF][PDF] A single-cell atlas of chromatin accessibility in the human genome

K Zhang, JD Hocker, M Miller, X Hou, J Chiou… - Cell, 2021 - cell.com
Current catalogs of regulatory sequences in the human genome are still incomplete and lack
cell type resolution. To profile the activity of gene regulatory elements in diverse cell types …

[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 …

Epigenomic and transcriptomic analyses define core cell types, genes and targetable mechanisms for kidney disease

H Liu, T Doke, D Guo, X Sheng, Z Ma, J Park, HMT Vy… - Nature …, 2022 - nature.com
More than 800 million people suffer from kidney disease, yet the mechanism of kidney
dysfunction is poorly understood. In the present study, we define the genetic association with …

[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 …

[HTML][HTML] ArchR is a scalable software package for integrative single-cell chromatin accessibility analysis

JM Granja, MR Corces, SE Pierce, ST Bagdatli… - Nature …, 2021 - nature.com
The advent of single-cell chromatin accessibility profiling has accelerated the ability to map
gene regulatory landscapes but has outpaced the development of scalable software to …