Data formats for modelling the spatial structure of chromatin based on experimental positions of nucleosomes

IF 1.1 Q4 BIOPHYSICS AIMS Biophysics Pub Date : 2019-07-16 DOI:10.3934/BIOPHY.2019.3.83
M. Mörl, Tilo Zülske, R. Schöpflin, G. Wedemann
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引用次数: 2

Abstract

In the nucleus of eukaryotic cells, DNA is wrapped around histone proteins, forming units termed nucleosomes. Nucleosome chains fold into chromatin. Despite extensive experimental advancement, many fundamental features of chromatin remain uncertain. Since all cell types and states cannot be profiled experimentally, especially in solution and in vivo, computer simulations are valuable tools for research. Most computer simulation models of chromatin are coarse-grained and describe the main characteristics of 3D chromatin packing. Newer models include experimentally derived positions of nucleosomes. While it is common practice in other disciplines, such as systems biology, to make experimental data publicly available, data from computer simulations of chromatin models are not usually published. Thus, data standard exchange formats are lacking, and we address this issue in the present work. We analysed the workflow, from experimental determination of the positions of nucleosomes through to analysis of outputs from simulated computer models. We defined standardized formats based on Extensible Markup Language (XML) for artefacts generated by steps in this workflow. We found that XML is useful since it is easy to transform XML-based-files by applying Extensible Stylesheet Language Transformations (XSLT) to other formats. We demonstrate the viability of this approach and the associated file formats using a complete example of computer simulation of chromatin domains based on experimentally determined nucleosome positions. The XML schemas and examples are published in an open source repository.
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基于核小体实验位置的染色质空间结构建模数据格式
在真核细胞的细胞核中,DNA包裹在组蛋白周围,形成称为核小体的单元。核小体链折叠成染色质。尽管实验取得了广泛进展,但染色质的许多基本特征仍不确定。由于所有细胞类型和状态都无法通过实验来描述,尤其是在溶液和体内,因此计算机模拟是有价值的研究工具。大多数染色质的计算机模拟模型都是粗粒度的,并描述了3D染色质堆积的主要特征。较新的模型包括实验推导的核小体位置。虽然在系统生物学等其他学科中,公开实验数据是一种常见的做法,但染色质模型的计算机模拟数据通常不会公布。因此,缺乏数据标准交换格式,我们在目前的工作中解决了这个问题。我们分析了工作流程,从核小体位置的实验确定到模拟计算机模型输出的分析。我们为该工作流中的步骤生成的工件定义了基于可扩展标记语言(XML)的标准化格式。我们发现XML很有用,因为通过将可扩展样式表语言转换(XSLT)应用于其他格式,可以很容易地转换基于XML的文件。我们使用基于实验确定的核小体位置的染色质结构域的计算机模拟的完整示例来证明这种方法和相关文件格式的可行性。XML模式和示例发布在一个开源存储库中。
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来源期刊
AIMS Biophysics
AIMS Biophysics BIOPHYSICS-
CiteScore
2.40
自引率
20.00%
发文量
16
审稿时长
8 weeks
期刊介绍: AIMS Biophysics is an international Open Access journal devoted to publishing peer-reviewed, high quality, original papers in the field of biophysics. We publish the following article types: original research articles, reviews, editorials, letters, and conference reports. AIMS Biophysics welcomes, but not limited to, the papers from the following topics: · Structural biology · Biophysical technology · Bioenergetics · Membrane biophysics · Cellular Biophysics · Electrophysiology · Neuro-Biophysics · Biomechanics · Systems biology
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