...
首页> 外文期刊>Nucleus >Simulating topological domains in human chromosomes with a fitting-free model
【24h】

Simulating topological domains in human chromosomes with a fitting-free model

机译:使用免拟合模型模拟人类染色体中的拓扑结构域

获取原文
           

摘要

We discuss a polymer model for the 3D organization of human chromosomes. A chromosome is represented by a string of beads, with each bead being “colored” according to 1D bioinformatic data (e.g., chromatin state, histone modification, GC content). Individual spheres (representing bi- and multi-valent transcription factors) can bind reversibly and selectively to beads with the appropriate color. During molecular dynamics simulations, the factors bind, and the string spontaneously folds into loops, rosettes, and topologically-associating domains (TADs). This organization occurs in the absence of any specified interactions between distant DNA segments, or between transcription factors. A comparison with Hi-C data shows that simulations predict the location of most boundaries between TADs correctly. The model is “fitting-free” in the sense that it does not use Hi-C data as an input; consequently, one of its strengths is that it can – in principle – be used to predict the 3D organization of any region of interest, or whole chromosome, in a given organism, or cell line, in the absence of existing Hi-C data. We discuss how this simple model might be refined to include more transcription factors and binding sites, and to correctly predict contacts between convergent CTCF binding sites.
机译:我们讨论了人类染色体3D组织的聚合物模型。染色体由一串珠子表示,每个珠子根据一维生物信息学数据(例如染色质状态,组蛋白修饰,GC含量)“着色”。各个球体(代表二价和多价转录因子)可以可逆地和选择性地结合到具有适当颜色的珠子上。在分子动力学模拟过程中,这些因素会绑定,并且字符串会自发折叠成环,玫瑰花结和拓扑关联域(TAD)。这种组织的发生是在遥远的DNA片段之间或转录因子之间没有任何指定的相互作用的情况下发生的。与Hi-C数据的比较表明,仿真可以正确预测TAD之间大多数边界的位置。该模型在不使用Hi-C数据作为输入的意义上是“免拟合的”。因此,其优势之一在于,在没有现有Hi-C数据的情况下,它原则上可以用于预测给定生物体或细胞系中任何感兴趣区域或整个染色体的3D组织。我们讨论了如何简化此简单模型以包含更多转录因子和结合位点,并正确预测会聚的CTCF结合位点之间的接触。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号