A locally convoluted cluster model for nucleosome positioning signals in chemical map.
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ABSTRACT:
SUBMITTER: Xi L
PROVIDER: S-EPMC3963187 | biostudies-literature | 2014 Jan
REPOSITORIES: biostudies-literature
Publications
A locally convoluted cluster model for nucleosome positioning signals in chemical map.
Xi Liqun L Brogaard Kristin K Zhang Qingyang Q Lindsay Bruce B Widom Jonathan J Wang Ji-Ping JP
Journal of the American Statistical Association 20140101 505
Nucleosome is the fundamental packing unit of DNA in eukaryotic cells, and its positioning plays a critical role in regulation of gene expression and chromosome functions. Using a recently developed chemical mapping method, nucleosomes can be potentially mapped with an unprecedented single-base-pair resolution. Existence of overlapping nucleosomes due to cell mixture or cell dynamics, however, causes convolution of nucleosome positioning signals. In this paper, we introduce a locally convoluted ...[more]
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Project description:Using a recently developed chemical approach, we have generated a genome-wide map of nucleosomes in vivo in Schizosaccharomyces pombe (S. pombe) at base pair resolution. The shorter linker length previously identified in S. pombe is due to a preponderance of nucleosomes separated by ?4/5 bp, placing nucleosomes on opposite faces of the DNA. The periodic dinucleotide feature thought to position nucleosomes is equally strong in exons as in introns, demonstrating that nucleosome positioning information can be superimposed on coding information. Unlike the case in Saccharomyces cerevisiae, A/T-rich sequences are enriched in S. pombe nucleosomes, particularly at ±20 bp around the dyad. This difference in nucleosome binding preference gives rise to a major distinction downstream of the transcription start site, where nucleosome phasing is highly predictable by A/T frequency in S. pombe but not in S. cerevisiae, suggesting that the genomes and DNA binding preferences of nucleosomes have coevolved in different species. The poly (dA-dT) tracts affect but do not deplete nucleosomes in S. pombe, and they prefer special rotational positions within the nucleosome, with longer tracts enriched in the 10- to 30-bp region from the dyad. S. pombe does not have a well-defined nucleosome-depleted region immediately upstream of most transcription start sites; instead, the -1 nucleosome is positioned with the expected spacing relative to the +1 nucleosome, and its occupancy is negatively correlated with gene expression. Although there is generally very good agreement between nucleosome maps generated by chemical cleavage and micrococcal nuclease digestion, the chemical map shows consistently higher nucleosome occupancy on DNA with high A/T content.
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Project description:BackgroundAssessing the nucleosome-forming potential of specific DNA sequences is important for understanding complex chromatin organization. Methods for predicting nucleosome positioning include bioinformatics and biophysical approaches. An advantage of bioinformatics methods, which are based on in vivo nucleosome maps, is the use of natural sequences that may contain previously unknown elements involved in nucleosome positioning in vivo. The accuracy of such prediction attempts reflects the genomic coordinate resolution of the nucleosome maps applied. Nucleosome maps are constructed using micrococcal nuclease digestion followed by high-throughput sequencing (MNase-seq). However, as MNase has a strong preference for A/T-rich sequences, MNase-seq may not be appropriate for this purpose. In addition to MNase-seq-based maps, base pair-resolution chemical maps of in vivo nucleosomes from three different species (budding and fission yeasts, and mice) are currently available. However, these chemical maps have yet to be integrated into publicly available computational methods.ResultsWe developed a Bioconductor package (named nuCpos) to demonstrate the superiority of chemical maps in predicting nucleosome positioning. The accuracy of chemical map-based prediction in rotational settings was higher than that of the previously developed MNase-seq-based approach. With our method, predicted nucleosome occupancy reasonably matched in vivo observations and was not affected by A/T nucleotide frequency. Effects of genetic alterations on nucleosome positioning that had been observed in living yeast cells could also be predicted. nuCpos calculates individual histone binding affinity (HBA) scores for given 147-bp sequences to examine their suitability for nucleosome formation. We also established local HBA as a new parameter to predict nucleosome formation, which was calculated for 13 overlapping nucleosomal DNA subsequences. HBA and local HBA scores for various sequences agreed well with previous in vitro and in vivo studies. Furthermore, our results suggest that nucleosomal subsegments that are disfavored in different rotational settings contribute to the defined positioning of nucleosomes.ConclusionsOur results demonstrate that chemical map-based statistical models are beneficial for studying nucleosomal DNA features. Studies employing nuCpos software can enhance understanding of chromatin regulation and the interpretation of genetic alterations and facilitate the design of artificial sequences.
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Project description:Knowing the exact positions of nucleosomes not only advances our understanding of their role in gene regulation, but also the mechanisms that underlie between-species variation in chromatin structure. We have generated a chemical map of nucleosomes in vivo in Schizosaccharomyces pombe at base pair resolution. This new map reveals that S.pombe genome shares a similar periodic linker length distribution with Saccharomyces cerevisiae, but with major distinctions in nucleosomal/linker DNA sequence features. In S.pombe, A/T rich sequences are enriched in the nucleosome core region, particularly +/-20 bp of dyad, while they are disfavored in S.cerevisiae nucleosomes. The poly (dA-dT) tracts only slightly affect the nucleosome occupancy in S.pombe; and they possess preferential rotational positions within the nucleosome core with significant enrichment in the 10-30 bp region from the dyad for longer tracts. S.pombe does not have well-defined nucleosome free region immediately upstream of most transcription start sites (TSS), instead the -1 nucleosome is positioned with regular distance to the +1 nucleosome, and its occupancy is negatively correlated with gene expression. The nucleosomes around TSS show more pronounced bidirectional phasing when the intergenic distance is relatively short, and the downstream nucleosome positioning is strongly correlated with DNA sequence features. We discovered that heterochromatin regions tend to have sparse nucleosome positioning, mixed with both well-positioned and fuzzy nucleosomes. The S.pombe map suggests that some of nucleosome positioning codes, formerly thought to be intrinsic, may largely depend on species-specific extrinsic factors including linker histone, chromatin remodelers and other DNA-binding proteins. 2 samples were analyzed with high throughput paired-end parallel sequencing. Both samples were created using the same chemical mapping protocol
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Project description:Knowing the exact positions of nucleosomes not only advances our understanding of their role in gene regulation, but also the mechanisms that underlie between-species variation in chromatin structure. We have generated a chemical map of nucleosomes in vivo in Schizosaccharomyces pombe at base pair resolution. This new map reveals that S.pombe genome shares a similar periodic linker length distribution with Saccharomyces cerevisiae, but with major distinctions in nucleosomal/linker DNA sequence features. In S.pombe, A/T rich sequences are enriched in the nucleosome core region, particularly +/-20 bp of dyad, while they are disfavored in S.cerevisiae nucleosomes. The poly (dA-dT) tracts only slightly affect the nucleosome occupancy in S.pombe; and they possess preferential rotational positions within the nucleosome core with significant enrichment in the 10-30 bp region from the dyad for longer tracts. S.pombe does not have well-defined nucleosome free region immediately upstream of most transcription start sites (TSS), instead the -1 nucleosome is positioned with regular distance to the +1 nucleosome, and its occupancy is negatively correlated with gene expression. The nucleosomes around TSS show more pronounced bidirectional phasing when the intergenic distance is relatively short, and the downstream nucleosome positioning is strongly correlated with DNA sequence features. We discovered that heterochromatin regions tend to have sparse nucleosome positioning, mixed with both well-positioned and fuzzy nucleosomes. The S.pombe map suggests that some of nucleosome positioning codes, formerly thought to be intrinsic, may largely depend on species-specific extrinsic factors including linker histone, chromatin remodelers and other DNA-binding proteins.
2013-11-12 | GSE46975 | GEO
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