关于DNA序列及其核苷酸含量的可视化

A. Mylläri, T. Salakoski, A. Pasechnik
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引用次数: 7

摘要

目视检查可以帮助揭示计算上相当难以揭示的模式。我们考虑了三种不同的DNA序列及其核苷酸含量可视化算法:随机漫步、分形和基于使用滑动窗口计算的类熵参数的可视化。我们提出了一个程序,使用这三种方法,并可视化整个给定的序列,或指定的片段。它还提供了比较不同序列/片段获得的可视化结果的工具。随机行走可视化逐符号地考虑序列;另外两种方法也考虑到核苷酸在序列中的“混合”程度。它可以很容易地可视化重复模式,片段与高/低含量的一些核苷酸,如cg岛,等。该计划还有助于确定进一步研究的兴趣区域。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On the visualization of the DNA sequence and its nucleotide content
Visual inspection can help reveal patterns that would be computationally rather difficult to reveal. We consider three different algorithms for visualizations of a DNA sequence and its nucleotide content: random walk, fractal and visualization based on the entropy-like parameters calculated using a sliding window. We present a program that uses these three methods and visualizes either the whole of a given sequence, or specified fragments. It also provides facilities to compare visualizations obtained for different sequences/fragments. Random walk visualization considers the sequence symbol-by-symbol; the other two methods also take into account how well nucleotides are "mixed" in the sequence. It allows an easy visualization of repeated patterns, segments with a high/low content of some nucleotides, such as CG-islands, etc. The program also helps to identify regions of interest for further study.
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