[HTML][HTML] 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 …

[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 …

Gene regulatory network inference in the era of single-cell multi-omics

P Badia-i-Mompel, L Wessels, S Müller-Dott… - Nature Reviews …, 2023 - nature.com
The interplay between chromatin, transcription factors and genes generates complex
regulatory circuits that can be represented as gene regulatory networks (GRNs). The study …

Gene function and cell surface protein association analysis based on single-cell multiomics data

H Hu, Z Feng, H Lin, J Cheng, J Lyu, Y Zhang… - Computers in Biology …, 2023 - Elsevier
Single-cell transcriptomics provides researchers with a powerful tool to resolve the
transcriptome heterogeneity of individual cells. However, this method falls short in revealing …

[HTML][HTML] A fast, scalable and versatile tool for analysis of single-cell omics data

K Zhang, NR Zemke, EJ Armand, B Ren - Nature methods, 2024 - nature.com
Single-cell omics technologies have revolutionized the study of gene regulation in complex
tissues. A major computational challenge in analyzing these datasets is to project the large …

[HTML][HTML] Cell-type-directed design of synthetic enhancers

II Taskiran, KI Spanier, H Dickmänken, N Kempynck… - Nature, 2024 - nature.com
Transcriptional enhancers act as docking stations for combinations of transcription factors
and thereby regulate spatiotemporal activation of their target genes. It has been a long …

[HTML][HTML] Single-cell DNA methylome and 3D multi-omic atlas of the adult mouse brain

H Liu, Q Zeng, J Zhou, A Bartlett, BA Wang, P Berube… - Nature, 2023 - nature.com
Cytosine DNA methylation is essential in brain development and is implicated in various
neurological disorders. Understanding DNA methylation diversity across the entire brain in a …

[HTML][HTML] Epigenetic regulation of early human embryo development

AL Wilkinson, I Zorzan, PJ Rugg-Gunn - Cell Stem Cell, 2023 - cell.com
Studies of mammalian development have advanced our understanding of the genetic,
epigenetic, and cellular processes that orchestrate embryogenesis and have uncovered …

[HTML][HTML] Systematic benchmarking of single-cell ATAC-sequencing protocols

FV De Rop, G Hulselmans, C Flerin, P Soler-Vila… - Nature …, 2024 - nature.com
Single-cell assay for transposase-accessible chromatin by sequencing (scATAC-seq) has
emerged as a powerful tool for dissecting regulatory landscapes and cellular heterogeneity …

[HTML][HTML] Dissecting cell identity via network inference and in silico gene perturbation

K Kamimoto, B Stringa, CM Hoffmann, K Jindal… - Nature, 2023 - nature.com
Cell identity is governed by the complex regulation of gene expression, represented as gene-
regulatory networks. Here we use gene-regulatory networks inferred from single-cell multi …