Palindromes in SARS and Other Coronaviruses.

IF 2.3 4区 计算机科学 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
David S H Chew, Kwok Pui Choi, Hans Heidner, Ming-Ying Leung
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引用次数: 0

Abstract

With the identification of a novel coronavirus associated with the severe acute respiratory syndrome (SARS), computational analysis of its RNA genome sequence is expected to give useful clues to help elucidate the origin, evolution, and pathogenicity of the virus. In this paper, we study the collective counts of palindromes in the SARS genome along with all the completely sequenced coronaviruses. Based on a Markov-chain model for the genome sequence, the mean and standard deviation for the number of palindromes at or above a given length are derived. These theoretical results are complemented by extensive simulations to provide empirical estimates. Using a z score obtained from these mathematical and empirical means and standard deviations, we have observed that palindromes of length four are significantly underrepresented in all the coronaviruses in our data set. In contrast, length-six palindromes are significantly underrepresented only in the SARS coronavirus. Two other features are unique to the SARS sequence. First, there is a length-22 palindrome TCTTTAACAAGCTTGTTAAAGA spanning positions 25962-25983. Second, there are two repeating length-12 palindromes TTATAATTATAA spanning positions 22712-22723 and 22796-22807. Some further investigations into possible biological implications of these palindrome features are proposed.

SARS 和其他冠状病毒中的倒位基因
随着一种与严重急性呼吸系统综合症(SARS)相关的新型冠状病毒的发现,对其 RNA 基因组序列的计算分析有望提供有用的线索,帮助阐明该病毒的起源、进化和致病性。在本文中,我们研究了 SARS 基因组和所有完全测序的冠状病毒中的回文编码的集合计数。根据基因组序列的马尔可夫链模型,我们得出了达到或超过给定长度的回文键数目的平均值和标准偏差。这些理论结果得到了大量模拟的补充,从而提供了经验估计值。利用从这些数学和经验平均值和标准偏差中得到的 z 分数,我们观察到长度为 4 的回文键在我们数据集中的所有冠状病毒中都明显偏低。相比之下,只有 SARS 冠状病毒中的长度为 6 的回文键数目明显偏低。SARS 序列还有两个独特的特征。首先,有一个长度为 22 的回文染色体 TCTTTAACAAGCTTGTTAAAGA 跨 25962-25983 位。其次,在 22712-22723 和 22796-22807 位置有两个重复的长度为 12 的回文染色体 TTATAATTATAA。建议进一步研究这些回文特征可能具有的生物学意义。
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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来源期刊
Informs Journal on Computing
Informs Journal on Computing 工程技术-计算机:跨学科应用
CiteScore
4.20
自引率
14.30%
发文量
162
审稿时长
7.5 months
期刊介绍: The INFORMS Journal on Computing (JOC) is a quarterly that publishes papers in the intersection of operations research (OR) and computer science (CS). Most papers contain original research, but we also welcome special papers in a variety of forms, including Feature Articles on timely topics, Expository Reviews making a comprehensive survey and evaluation of a subject area, and State-of-the-Art Reviews that collect and integrate recent streams of research.
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