Analysis of codon bias pattern for genome sequences through a three-phase network model

A. Rizvi, C. Bhattacharya
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引用次数: 0

Abstract

Codon bias generates specific patterns of synonymous codons usage in genomes of all texta. Codon bias patterns of genomes are extracted here in spectral domain and named as Codon Bias Spectra (CBS). Such spectral models of codon bias are demonstrated through a three-phase network model of various genomes. GC, GC3 and AT3 bias patterns along with codon spectra are shown in the paper by modifying the parameters in this spectral model. Patterns of CBS are studied here for codon bias in prokaryotic genomes. Correlation and regression analysis of CBS show the influencing effects of GC, GC3 and AT3 bias. Analysis of the area under ROC curve (AUC) is performed for testing the statistical significance of the three-phase network model for identifying codon bias locations in genome.
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基于三相网络模型的基因组序列密码子偏向模式分析
密码子偏差在所有文本的基因组中产生同义密码子使用的特定模式。在谱域提取基因组的密码子偏倚模式,称为密码子偏倚谱(Codon bias Spectra, CBS)。这种密码子偏倚的光谱模型是通过各种基因组的三相网络模型来证明的。通过修改谱模型的参数,得到了GC、GC3和AT3的偏置模式以及密码子谱。本文研究了原核生物基因组中密码子偏倚的CBS模式。CBS的相关分析和回归分析表明,GC、GC3和AT3偏差对CBS有影响。通过分析ROC曲线下面积(area under ROC curve, AUC)来检验三相网络模型识别基因组密码子偏置位置的统计学意义。
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