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 …

Pioneer factors as master regulators of the epigenome and cell fate

A Balsalobre, J Drouin - Nature Reviews Molecular Cell Biology, 2022 - nature.com
Pioneer factors are transcription factors with the unique ability to initiate opening of closed
chromatin. The stability of cell identity relies on robust mechanisms that maintain the …

Pioneer transcription factors initiating gene network changes

KS Zaret - Annual review of genetics, 2020 - annualreviews.org
Pioneer transcription factors have the intrinsic biochemical ability to scan partial DNA
sequence motifs that are exposed on the surface of a nucleosome and thus access silent …

Efficient C• G-to-G• C base editors developed using CRISPRi screens, target-library analysis, and machine learning

LW Koblan, M Arbab, MW Shen, JA Hussmann… - Nature …, 2021 - nature.com
Abstract Programmable C• G-to-G• C base editors (CGBEs) have broad scientific and
therapeutic potential, but their editing outcomes have proved difficult to predict and their …

Chromatin accessibility and the regulatory epigenome

SL Klemm, Z Shipony, WJ Greenleaf - Nature Reviews Genetics, 2019 - nature.com
Physical access to DNA is a highly dynamic property of chromatin that plays an essential
role in establishing and maintaining cellular identity. The organization of accessible …

Generating specificity in genome regulation through transcription factor sensitivity to chromatin

L Isbel, RS Grand, D Schübeler - Nature Reviews Genetics, 2022 - nature.com
Cell type-specific gene expression relies on transcription factors (TFs) binding DNA
sequence motifs embedded in chromatin. Understanding how motifs are accessed in …

From reads to insight: a hitchhiker's guide to ATAC-seq data analysis

F Yan, DR Powell, DJ Curtis, NC Wong - Genome biology, 2020 - Springer
Abstract Assay of Transposase Accessible Chromatin sequencing (ATAC-seq) is widely
used in studying chromatin biology, but a comprehensive review of the analysis tools has …

Predictable and precise template-free CRISPR editing of pathogenic variants

MW Shen, M Arbab, JY Hsu, D Worstell, SJ Culbertson… - Nature, 2018 - nature.com
Following Cas9 cleavage, DNA repair without a donor template is generally considered
stochastic, heterogeneous and impractical beyond gene disruption. Here, we show that …

Identification of transcription factor binding sites using ATAC-seq

Z Li, MH Schulz, T Look, M Begemann, M Zenke… - Genome biology, 2019 - Springer
Abstract Transposase-Accessible Chromatin followed by sequencing (ATAC-seq) is a
simple protocol for detection of open chromatin. Computational footprinting, the search for …

Determinants of base editing outcomes from target library analysis and machine learning

M Arbab, MW Shen, B Mok, C Wilson, Ż Matuszek… - Cell, 2020 - cell.com
Although base editors are widely used to install targeted point mutations, the factors that
determine base editing outcomes are not well understood. We characterized sequence …