提取人与病毒DNA最大重复序列的共现

Jing-doo Wang, Yi-Chun Wang, Rouh-Mei Hu, J. Tsai
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引用次数: 3

摘要

本文旨在提取出现在人类和病毒基因组中的重要DNA序列。为了尽可能长时间地提取DNA序列的共现,本研究采用基于hadoop mapreduce编程模型的可扩展方法,可以提取最大重复;同时计算这些重复的类频率分布。人类基因组和NCBI中所有4388种病毒的基因组下载时间为2017/1/14。为了进一步观察,考虑到病毒的分类,从4388种病毒中只选择了2712种以属命名的病毒。本研究以“属”作为分类学水平,以病毒与人进行实验比较时的单位(类)。实验结果表明,本研究提取的人类和病毒中出现的最长DNA序列为463碱基对(bp),该序列由串联重复序列“(CTAACC)n”组成,出现在人类第5染色体和病毒“人类疱疹病毒6B”中。对于病毒学家来说,进一步研究为什么在人类和病毒中都存在如此长的DNA片段可能是有吸引力的。事实上,本研究可能为跨类基因组序列比较提供了新的方向,可以为检查这些DNA最大重复(基因型)与偏类频率分布的DNA最大重复(基因型)与类(表型)之间的关系提供线索。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Extracting the Co-occurrences of DNA Maximal Repeats in both Human and Viruses
This paper aims to extract significant DNA sequences appearing in both the genomes of human and viruses. To extract the co-occurrences of DNA sequences as long as possible, this study adopts a scalable approach that is based on hadoop mapreduce programming model and can extract maximal repeats; meanwhile compute the class frequency distribution of these repeats. The genomes of human and all of 4,388 viruses available in NCBI are downloaded at 2017/1/14. To take the taxonomy of viruses into consideration for further observation, only the 2,712 viruses that had been named with genus are selected from those 4,388 viruses. In this study, the taxonomic level “genus” is as the units (classes) when comparing viruses and human for experiments. Experimental results show that the longest DNA sequence appearing in both human and viruses extracted in this study is 463 base pair (bp), and that sequence, consisting of tandem repeats as “(CTAACC)n”, appears in the 5th human chromosome and virus “Human herpesvirus 6B”. It may be attractive for virologists to have further research why there exists such a long DNA fragment existed in both human and that virus. Indeed, this study may provide a new direction for genomic sequences comparison across classesthat can provide clues to inspect the existence of the relationship between these DNA maximal repeats (genotypes) with biased class frequency distribution and the features of classes (phenotypes).
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