High-resolution nucleosome positioning from ATAC-seq chromatin accessibility data
Ontology highlight
ABSTRACT:
ORGANISM(S): Saccharomyces cerevisiae Schizosaccharomyces pombe Homo sapiens
PROVIDER: GSE66386 | GEO | 2015/04/22
SECONDARY ACCESSION(S): PRJNA276699
REPOSITORIES: GEO
Similar Datasets
Project description:We describe the NucleoATAC algorithm for high-resolution nucleosome positioning and occupancy determination using ATAC-seq. ATAC-seq was performed on Saccharomyces cerevisiae and Schizosaccaromyces pombe. Nucleosomes were called for both species as well as for the human GM12878 cell line using data from GSE47753. Additionally, ATAC-seq was performed on S. cerevisiae undergoing an osmotic stress time-course and nucleosomes were called for each time point.
2015-04-22 | E-GEOD-66386 | biostudies-arrayexpress
Project description:High-resolution nucleosome positioning from ATAC-seq chromatin accessibility data
| PRJNA276699 | ENA
Project description:Nucleosome positioning is critical to chromatin accessibility, and is associated with gene expression programs in cells. Previous nucleosome mapping methods assemble profiles from cell populations and reveal a cell-averaged pattern: nucleosomes are positioned and form a phased array surrounding the transcription start sites (TSSs ) of active genes and DNase I hypersensitive sites (DHSs). However, cells exhibit remarkable expression heterogeneity in response to active signaling even in a homogenous population of cells, which may be related to the heterogeneity in chromatin accessibility. Here, we report a technique, termed single-cell MNase-seq (scMNase-seq), to measure genome-wide nucleosome positioning and chromatin accessibility simultaneously in single cells. Application of scMNase-seq to NIH3T3, mouse primary naïve CD4 T and embryonic stem cells (mESC) reveals two novel principles of nucleosome organization: (1) nucleosomes surrounding TSSs of silent genes or in heterochromatin regions show large positioning variation across different cells but are highly uniformly spaced along the nucleosome array and, (2) In contrast, nucleosomes surrounding TSSs of active genes and DHSs show small positioning variation across different cells but show relatively low spacing uniformness along the nucleosome array. We found a bimodal distribution of nucleosome spacing at DHSs, which corresponds to inaccessible and accessible states and is associated with nucleosome variation and accessibility variation across cells. Nucleosome variation within single cells is smaller than that across cells and variation within the same cell type is smaller than that across cell types. A large fraction of naïve CD4 T cells and mESCs show depleted nucleosome occupancy at the de novo enhancers detected in their respectively differentiated lineages, revealing the existence of cells primed for differentiation to specific lineages in undifferentiated cell populations.
2018-07-23 | GSE96688 | GEO
Project description:DNA methylation and nucleosome positioning work together to generate chromatin structures that regulate gene expression. Nucleosomes are typically mapped using nuclease digestion requiring significant amounts of material and varying enzyme concentrations. We have developed a method (NOMe-seq) that uses a GpC methyltransferase (M.CviPI) and next generation sequencing to generate a high resolution footprint of nucleosome positioning genome-wide using less than 1 million cells while retaining endogenous DNA methylation information from the same DNA strand. Using a novel bioinformatics pipeline we show a striking anti-correlation between nucleosome occupancy and DNA methylation at CTCF regions, that is not present at promoters. We further show that the extent of nucleosome depletion at promoters is directly correlated to expression level and can accommodate multiple nucleosomes and provide genome-wide evidence that expressed non-CpG island promoters are nucleosome depleted. Importantly, NOMe-seq obtains DNA methylation and nucleosome positioning information from the same DNA molecule, giving the first genome-wide DNA methylation and nucleosome positioning correlation at the single molecule and thus, single cell level that can be used to monitor disease progression and response to therapy. Nucleosome Occupancy and Methylome-Sequencing (NOMe-Seq) on IMR90 cell line and 2 GBM cell lines
2012-09-12 | E-GEOD-40770 | biostudies-arrayexpress
Project description:Nucleosomes are the basic unit of chromatin. Nucleosome positioning (NP) plays a key role in transcriptional regulation and other biological processes. To better understand NP we used MNase-seq to investigate changes that occur as human embryonic stem cells (hESCs) transition to nascent mesoderm and then to smooth muscle cells (SMCs). Compared to differentiated cell derivatives, nucleosome occupancy at promoters and other notable genic sites, such as exon/intron junctions and adjacent regions, in hESCs shows a stronger correlation with transcript abundance and is less influenced by sequence content. Upon hESC differentiation, genes being silenced, but not genes being activated, display a substantial change in nucleosome occupancy at their promoters. Genome-wide, we detected a shift of NP to regions of higher G+C content as hESCs differentiate to SMCs. Notably, genomic regions with higher nucleosome occupancy harbor twice as many G↔C changes but fewer than half A↔T changes, compared to regions with lower nucleosome occupancy. Finally, our analysis indicates that the hESC genome is not rearranged and has a sequence mutation rate resembling normal human genomes. Our study reveals another unique feature of hESC chromatin, and sheds light on the relationship between nucleosome occupancy and sequence G+C content.
2016-05-16 | GSE46461 | GEO
Project description:Nucleosomes are the basic unit of chromatin. Nucleosome positioning (NP) plays a key role in transcriptional regulation and other biological processes. To better understand NP we used MNase-seq to investigate changes that occur as human embryonic stem cells (hESCs) transition to nascent mesoderm and then to smooth muscle cells (SMCs). Compared to differentiated cell derivatives, nucleosome occupancy at promoters and other notable genic sites, such as exon/intron junctions and adjacent regions, in hESCs shows a stronger correlation with transcript abundance and is less influenced by sequence content. Upon hESC differentiation, genes being silenced, but not genes being activated, display a substantial change in nucleosome occupancy at their promoters. Genome-wide, we detected a shift of NP to regions of higher G+C content as hESCs differentiate to SMCs. Notably, genomic regions with higher nucleosome occupancy harbor twice as many G↔C changes but fewer than half A↔T changes, compared to regions with lower nucleosome occupancy. Finally, our analysis indicates that the hESC genome is not rearranged and has a sequence mutation rate resembling normal human genomes. Our study reveals another unique feature of hESC chromatin, and sheds light on the relationship between nucleosome occupancy and sequence G+C content.
2016-05-16 | GSE45877 | GEO
Project description:We determined genome-wide nucleosome occupancy in mouse embryonic stem cells and their neural progenitor and embryonic fibroblast counterparts to assess features associated with nucleosome positioning during lineage commitment. Cell type and protein specific binding preferences of transcription factors to sites with either low (e.g. Myc, Klf4, Zfx) or high (e.g. Nanog, Oct4 and Sox2) nucleosome occupancy as well as complex patterns for CTCF were identified. Nucleosome depleted regions around transcription start and termination sites were broad and more pronounced for active genes, with distinct patterns for promoters classified according to their CpG-content or histone methylation marks. Throughout the genome nucleosome occupancy was dependent on the presence of certain histone methylation or acetylation modifications. In addition, the average nucleosome-repeat length increased during differentiation by 5-7 base pairs, with local variations for specific genomic regions. Our results reveal regulatory mechanisms of cell differentiation acting through nucleosome repositioning.
2012-10-21 | GSE40951 | GEO
Project description:We determined genome-wide nucleosome occupancy in mouse embryonic stem cells and their neural progenitor and embryonic fibroblast counterparts to assess features associated with nucleosome positioning during lineage commitment. Cell type and protein specific binding preferences of transcription factors to sites with either low (e.g. Myc, Klf4, Zfx) or high (e.g. Nanog, Oct4 and Sox2) nucleosome occupancy as well as complex patterns for CTCF were identified. Nucleosome depleted regions around transcription start and termination sites were broad and more pronounced for active genes, with distinct patterns for promoters classified according to their CpG-content or histone methylation marks. Throughout the genome nucleosome occupancy was dependent on the presence of certain histone methylation or acetylation modifications. In addition, the average nucleosome-repeat length increased during differentiation by 5-7 base pairs, with local variations for specific genomic regions. Our results reveal regulatory mechanisms of cell differentiation acting through nucleosome repositioning.
2012-10-21 | GSE40948 | GEO
Project description:We determined genome-wide nucleosome occupancy in mouse embryonic stem cells and their neural progenitor and embryonic fibroblast counterparts to assess features associated with nucleosome positioning during lineage commitment. Cell type and protein specific binding preferences of transcription factors to sites with either low (e.g. Myc, Klf4, Zfx) or high (e.g. Nanog, Oct4 and Sox2) nucleosome occupancy as well as complex patterns for CTCF were identified. Nucleosome depleted regions around transcription start and termination sites were broad and more pronounced for active genes, with distinct patterns for promoters classified according to their CpG-content or histone methylation marks. Throughout the genome nucleosome occupancy was dependent on the presence of certain histone methylation or acetylation modifications. In addition, the average nucleosome-repeat length increased during differentiation by 5-7 base pairs, with local variations for specific genomic regions. Our results reveal regulatory mechanisms of cell differentiation acting through nucleosome repositioning.
2012-10-21 | GSE40910 | GEO
Project description:Nucleosome positioning for 4 yeast species
| PRJNA130921 | ENA