转座因子
染色质
计算机科学
分布(数学)
人工智能
计算生物学
模式识别(心理学)
生物
基因组
遗传学
DNA
数学
基因
数学分析
作者
Alexandr V. Vikhorev,Michael M. Rempel,Oksana Polesskaya,Ivan Savelev,Alexandre A. Vetcher,Max Myakishev-Rempel
标识
DOI:10.2174/0118750362357726250410070525
摘要
Background Transposable elements constitute a significant portion of eukaryotic genomes, yet their role in chromatin organization remains poorly understood. Methods This study aimed to computationally investigate the density patterns of transposons around chromatin contact points identified from public Micro-C chromatin conformation data from human cell culture. The density peak patterns of various transposable families and subfamilies were studied within a 100kb window centered on contact points. The analysis was focused on the most abundant transposons, such as Alu and LINE-1. Results The computational analysis revealed highly pronounced, non-random density patterns of transposons around the chromatin contact points. The patterns were produced by aligning all ligation points and plotting the average density around them. The patterns were strikingly different between transposable element families and substantially different between the members of the families. The patterns were found to be reproducible across independent studies and biological replicates. Among major families and subfamilies, no members were found to have reproducible density patterns around the contact points. Randomly generated coordinates produced less pronounced patterns, which were not correlated between replicates as expected for the negative control. Conclusion Some families showed enrichment, and others demonstrated depletion at contact points, while 100Kb window-wide patterns remained correlated between biological replicates. The patterns were asymmetric relative to the chromosomal orientation. Additionally, the patterns were oriented relative to the transposon sequence direction.
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