[HTML][HTML] Best practices for single-cell analysis across modalities
Recent advances in single-cell technologies have enabled high-throughput molecular
profiling of cells across modalities and locations. Single-cell transcriptomics data can now …
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
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 …
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 …
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
Single-cell transcriptomics provides researchers with a powerful tool to resolve the
transcriptome heterogeneity of individual cells. However, this method falls short in revealing …
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
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 …
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 …
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
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 …
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 …
epigenetic, and cellular processes that orchestrate embryogenesis and have uncovered …
[HTML][HTML] Systematic benchmarking of single-cell ATAC-sequencing protocols
Single-cell assay for transposase-accessible chromatin by sequencing (scATAC-seq) has
emerged as a powerful tool for dissecting regulatory landscapes and cellular heterogeneity …
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
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 …
regulatory networks. Here we use gene-regulatory networks inferred from single-cell multi …