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 …

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 …

Gene regulatory network reconstruction: harnessing the power of single-cell multi-omic data

D Kim, A Tran, HJ Kim, Y Lin, JYH Yang… - NPJ Systems Biology and …, 2023 - nature.com
Inferring gene regulatory networks (GRNs) is a fundamental challenge in biology that aims
to unravel the complex relationships between genes and their regulators. Deciphering these …

[HTML][HTML] Single-cell spatial multi-omics and deep learning dissect enhancer-driven gene regulatory networks in liver zonation

C Bravo González-Blas, I Matetovici, H Hillen… - Nature Cell …, 2024 - nature.com
In the mammalian liver, hepatocytes exhibit diverse metabolic and functional profiles based
on their location within the liver lobule. However, it is unclear whether this spatial variation …

Integrating single-cell multi-omics and prior biological knowledge for a functional characterization of the immune system

PSL Schäfer, D Dimitrov, EJ Villablanca… - Nature …, 2024 - nature.com
The immune system comprises diverse specialized cell types that cooperate to defend the
host against a wide range of pathogenic threats. Recent advancements in single-cell and …

Probabilistic association of differentially expressed genes with cis-regulatory elements

BS Roberts, AG Anderson, EC Partridge… - Genome …, 2024 - genome.cshlp.org
Differential gene expression in response to perturbations is mediated at least in part by
changes in binding of transcription factors (TFs) and other proteins at specific genomic …

Transcription factor expression is the main determinant of variability in gene co‐activity

L van Duin, R Krautz, S Rennie… - Molecular Systems …, 2023 - embopress.org
Many genes are co‐expressed and form genomic domains of coordinated gene activity.
However, the regulatory determinants of domain co‐activity remain unclear. Here, we …

Enhancer target prediction: state-of-the-art approaches and future prospects

R Umarov, CC Hon - Biochemical Society Transactions, 2023 - portlandpress.com
Enhancers are genomic regions that regulate gene transcription and are located far away
from the transcription start sites of their target genes. Enhancers are highly enriched in …

Glycolysis–Wnt signaling axis tunes developmental timing of embryo segmentation

H Miyazawa, J Rada, PGL Sanchez, E Esposito… - bioRxiv, 2024 - biorxiv.org
The question of how metabolism impacts development is seeing a renaissance [,]. How
metabolism exerts instructive signaling functions is one of the central issues that need to be …

The remission status of AML patients post alloSCT is associated with a distinct single-cell bone marrow T cell signature

A Mathioudaki, X Wang, D Sedloev, R Huth, A Kamal… - Blood, 2024 - Elsevier
Acute myeloid leukemia (AML) is a hematologic malignancy for which allogeneic stem cell
transplantation (alloSCT) often remains the only curative therapeutic approach. However …