Journal of Investigative Dermatology · 2023 · 10 citations · 45 references
Life SciencesGeneticsMolecular BiologyEpigenomicsGene ExpressionTranscriptional RegulationChromatinChromatin ArchitectureEpigenetic Control Of DifferentiationEpigenetic Regulation In DevelopmentEpigenetic Regulatory NetworksEpigenomic ProfilingAssay For Transposase-accessible Chromatin Using SequencingCell-type-specific Epigenomic LandscapesChromatin AccessibilityDifferentiationDifferentiation-associated Epigenetic ChangesEpigenetic ControlEpigenetic Regulation Of DifferentiationTranscriptional Regulation During Differentiation
Chromatin landscape and regulatory networks are determinants in lineage specification and differentiation. To define the temporospatial differentiation axis in murine epidermal cells in vivo, we generated datasets profiling expression dynamics (RNA sequencing), chromatin accessibility (assay for transposase-accessible chromatin using sequencing), architecture (Hi-C), and histone modifications (chromatin immunoprecipitation followed by sequencing) in the epidermis. We show that many differentially regulated genes are suppressed during the differentiation process, with superenhancers controlling differentiation-specific epigenomic changes. Our data shows the relevance of the Dlx/Klf/Grhl combinatorial regulatory network in maintaining correct temporospatial gene expression during epidermal differentiation. We determined differential open compartments, topologically associating domain score, and looping in the basal cell and suprabasal cell epidermal fractions, with the evolutionarily conserved epidermal differentiation complex region showing distinct suprabasal cell-specific topologically associating domain and loop formation that coincided with superenhancer sites. Overall, our study provides a global genome-wide resource of chromatin dynamics that define unrecognized regulatory networks and the epigenetic control of Dlx3-bound superenhancer elements during epidermal differentiation.
45
BEDTools: a flexible suite of utilities for comparing genomic features
Aaron R. Quinlan, Ira M. Hall · Bioinformatics · 2010 · 30.4K citations · Full text
Model-based Analysis of ChIP-Seq (MACS)
Yong Zhang, Tao Liu, Clifford A. Meyer et al. · Genome biology · 2008 · 19.9K citations · Full text
Metascape provides a biologist-oriented resource for the analysis of systems-level datasets
Yingyao Zhou, Bin Zhou, Lars Pache et al. · Nature Communications · 2019 · 15.6K citations · Full text