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 …
Obtaining genetics insights from deep learning via explainable artificial intelligence
Artificial intelligence (AI) models based on deep learning now represent the state of the art
for making functional predictions in genomics research. However, the underlying basis on …
for making functional predictions in genomics research. However, the underlying basis on …
Systematic differences in discovery of genetic effects on gene expression and complex traits
Most signals in genome-wide association studies (GWAS) of complex traits implicate
noncoding genetic variants with putative gene regulatory effects. However, currently …
noncoding genetic variants with putative gene regulatory effects. However, currently …
JASPAR 2024: 20th anniversary of the open-access database of transcription factor binding profiles
I Rauluseviciute, R Riudavets-Puig… - Nucleic Acids …, 2024 - academic.oup.com
Abstract JASPAR (https://jaspar. elixir. no/) is a widely-used open-access database
presenting manually curated high-quality and non-redundant DNA-binding profiles for …
presenting manually curated high-quality and non-redundant DNA-binding profiles for …
Deciphering the multi-scale, quantitative cis-regulatory code
S Kim, J Wysocka - Molecular cell, 2023 - cell.com
Uncovering the cis-regulatory code that governs when and how much each gene is
transcribed in a given genome and cellular state remains a central goal of biology. Here, we …
transcribed in a given genome and cellular state remains a central goal of biology. Here, we …
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 …
opportunity to decipher enhancer-driven gene regulatory networks (GRNs). Here we present …
JASPAR 2022: the 9th release of the open-access database of transcription factor binding profiles
JA Castro-Mondragon, R Riudavets-Puig… - Nucleic acids …, 2022 - academic.oup.com
Abstract JASPAR (http://jaspar. genereg. net/) is an open-access database containing
manually curated, non-redundant transcription factor (TF) binding profiles for TFs across six …
manually curated, non-redundant transcription factor (TF) binding profiles for TFs across six …
High-dimensional single-cell analysis of human natural killer cell heterogeneity
L Rebuffet, JE Melsen, B Escalière… - Nature …, 2024 - nature.com
Natural killer (NK) cells are innate lymphoid cells (ILCs) contributing to immune responses to
microbes and tumors. Historically, their classification hinged on a limited array of surface …
microbes and tumors. Historically, their classification hinged on a limited array of surface …
A cellular hierarchy framework for understanding heterogeneity and predicting drug response in acute myeloid leukemia
The treatment landscape of acute myeloid leukemia (AML) is evolving, with promising
therapies entering clinical translation, yet patient responses remain heterogeneous, and …
therapies entering clinical translation, yet patient responses remain heterogeneous, and …
Human distal lung maps and lineage hierarchies reveal a bipotent progenitor
Mapping the spatial distribution and molecular identity of constituent cells is essential for
understanding tissue dynamics in health and disease. We lack a comprehensive map of …
understanding tissue dynamics in health and disease. We lack a comprehensive map of …