真核生物基因组转座因子的聚类和网格分类

N. Ranganathan, C. Feschotte, David Levine
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引用次数: 7

摘要

在过去的几年里,许多计算机和实验室在DNA序列的生产和分析方面的改进使整个基因组的完整测序成为可能。这提供了大量需要处理和注释的原始基因组。到目前为止,所有的真核生物基因组都含有重复的DNA。在任何特定的真核生物基因组中,重复DNA的数量在5%到80%之间。这些重复序列主要由转座元件和串联重复序列组成,为了对整个基因组进行测序和注释,需要对其进行鉴定、分类和注释。本文讨论了一种基于分布式集群和网格的可转置元素分类工作流的设计与实现。我们在集群和网格上展示了代表性物种基因组的实验结果。展示并讨论了工作流在周转时间、可伸缩性、负载平衡、资源利用和容错性方面的性能和结果
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Cluster and Grid Based Classification of Transposable Elements in Eukaryotic Genomes
In the last few years many computer and laboratory improvements in the production and analysis of DNA sequences have made possible the complete sequencing of whole genomes. This provides a wealth of raw genomes that needs to be processed and annotated. All eukaryotic genomes examined and published thus far contain repetitive DNA. The amount of repetitive DNA in any specific eukaryotic genome ranges from 5% to 80%. These repeats consist mainly of transposable elements and tandem repeats which need to be identified, classified and annotated in order to sequence and annotate an entire genome. This paper discusses the design and implementation of a distributed cluster and grid based workflow to classify transposable elements. We show experimental results for representative species genomes on a cluster and grid. The performance and results of the workflow with regard to turnaround time, scalability, load balancing, resource utilization and fault tolerance are shown and discussed
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