Identification and Analysis of Palindromes for RNA Sequences

Chien-Hung Huang, Sheng-Jia Weng, P. Korla, Jywe-Fei Fang, J. Tsai, Nilubon Kurubanjerdjit, K. Ng
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引用次数: 1

Abstract

A palindrome is a string of the form S = A1 A2 or S = A1 aA2, where A1 and A2 are substrings of S and the reverse of A2 exactly matches with A1. DNA palindromes show direct influence on tumerogenesis due to the formation of DNA palindromes at microRNA genes, which involve in tumor development. Furthermore, RNA palindromes play a crucial role in genomic instability and gene amplification in some human cancers. Therefore, it is important to develop effective approaches to identify and characterize biological approximate palindromes. In this paper, we developed a simple algorithm to find all the exact and approximate palindromes up to k errors (k is specified by the user) for the two different types of RNA sequence data, i.e. mRNA sequences of fusion genes and human microRNAs (miRNAs). We confirmed that the palindromes in RNA sequences are A-U rich. According to the Kolmogorov-Smirnov test, it was found that miRNA has a frequency distribution of palindromes different from the fusion genes' mRNAs. The proposed algorithm is easy to implement, which provides an effective tool for investigating the relationship between palindromes and cancer biology.
RNA序列回文的鉴定与分析
回文是S = A1 A2或S = A1 aA2形式的字符串,其中A1和A2是S的子字符串,A2的反转与A1完全匹配。DNA回文对肿瘤的发生有直接影响,因为DNA回文在参与肿瘤发生的microRNA基因上形成。此外,RNA回文在一些人类癌症的基因组不稳定性和基因扩增中起着至关重要的作用。因此,开发有效的方法来识别和表征生物近似回文是很重要的。在本文中,我们开发了一种简单的算法来查找两种不同类型的RNA序列数据,即融合基因的mRNA序列和人类microRNAs (miRNAs)的所有精确和近似回文,误差不超过k (k由用户指定)。我们证实了RNA序列中的回文是富含A-U的。根据Kolmogorov-Smirnov检验,发现miRNA与融合基因mrna的回文频率分布不同。该算法易于实现,为研究回文与肿瘤生物学之间的关系提供了有效的工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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