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核小体分布中的上层结构检测显示染色体和基因组内的共同模式。

Superstructure Detection in Nucleosome Distribution Shows Common Pattern within a Chromosome and within the Genome.

作者信息

Mishra Sujeet Kumar, Li Kunhe, Brauburger Simon, Bhattacherjee Arnab, Oiwa Nestor Norio, Heermann Dieter W

机构信息

Institute for Theoretical Physics, Heidelberg University, D-69120 Heidelberg, Germany.

School of Computational and Integrative Sciences, Jawaharlal Nehru University, New Delhi 110067, India.

出版信息

Life (Basel). 2022 Apr 6;12(4):541. doi: 10.3390/life12040541.

Abstract

Nucleosome positioning plays an important role in crucial biological processes such as replication, transcription, and gene regulation. It has been widely used to predict the genome's function and chromatin organisation. So far, the studies of patterns in nucleosome positioning have been limited to transcription start sites, CTCFs binding sites, and some promoter and loci regions. The genome-wide organisational pattern remains unknown. We have developed a theoretical model to coarse-grain nucleosome positioning data in order to obtain patterns in their distribution. Using hierarchical clustering on the auto-correlation function of this coarse-grained nucleosome positioning data, a genome-wide clustering is obtained for . The clustering shows the existence beyond hetero- and eu-chromatin inside the chromosomes. These non-trivial clusterings correspond to different nucleosome distributions and gene densities governing differential gene expression patterns. Moreover, these distribution patterns inside the chromosome appeared to be conserved throughout the genome and within species. The pipeline of the coarse grain nucleosome positioning sequence to identify underlying genomic organisation used in our study is novel, and the classifications obtained are unique and consistent.

摘要

核小体定位在复制、转录和基因调控等关键生物学过程中发挥着重要作用。它已被广泛用于预测基因组功能和染色质组织。到目前为止,核小体定位模式的研究仅限于转录起始位点、CTCF结合位点以及一些启动子和基因座区域。全基因组的组织模式仍然未知。我们开发了一个理论模型来对核小体定位数据进行粗粒化,以获得其分布模式。通过对这种粗粒化核小体定位数据的自相关函数进行层次聚类,得到了全基因组聚类。该聚类显示了染色体内部异染色质和常染色质之外的存在。这些非平凡的聚类对应于不同的核小体分布和控制差异基因表达模式的基因密度。此外,染色体内部的这些分布模式在整个基因组和物种内似乎是保守的。我们研究中用于识别潜在基因组组织的粗粒化核小体定位序列的流程是新颖的,所获得的分类是独特且一致的。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d4cf/9026121/b84b91ba48f2/life-12-00541-g001.jpg

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