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基于频率混沌游戏表示和小角散射的 DNA 序列分形分析。

Fractal Analysis of DNA Sequences Using Frequency Chaos Game Representation and Small-Angle Scattering.

机构信息

Joint Institute for Nuclear Research, 141980 Dubna, Russia.

Horia Hulubei, National Institute of Physics and Nuclear Engineering, 077125 Bucharest, Romania.

出版信息

Int J Mol Sci. 2022 Feb 6;23(3):1847. doi: 10.3390/ijms23031847.

Abstract

The fractal characteristics of DNA sequences are studied using the frequency chaos game representation (FCGR) and small-angle scattering (SAS) technique. The FCGR allows representation of the frequencies of occurrence of -mers (oligonucleotides of length ) in the form of images. The numerically encoded data are then used in a SAS analysis to enhance hidden features in DNA sequences. It is shown that the simulated SAS intensity allows us to obtain the fractal dimensions and scaling factors at various scales. These structural parameters can be used to distinguish unambiguously between the scaling properties of complex hierarchical DNA sequences. The validity of this approach is illustrated on several sequences from: mitochondrion, mitochondrion and .

摘要

使用频率混沌游戏表示法(FCGR)和小角散射(SAS)技术研究 DNA 序列的分形特征。FCGR 允许以图像的形式表示 -mers(长度为 的寡核苷酸)出现频率。然后,将数值编码数据用于 SAS 分析,以增强 DNA 序列中的隐藏特征。结果表明,模拟的 SAS 强度使我们能够在各个尺度上获得分形维数和标度因子。这些结构参数可用于明确区分复杂层次 DNA 序列的标度特性。该方法的有效性在来自以下方面的几个序列上得到了说明:线粒体、线粒体和 。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/70d9/8836744/df682d539cd4/ijms-23-01847-g001.jpg

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