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ProGenExpress:原核生物基因组定量数据的可视化

ProGenExpress: visualization of quantitative data on prokaryotic genomes.

作者信息

Watson Michael

机构信息

Institute for Animal Health, Compton laboratory, High street, Compton, Newbury, RG20 7NN, UK.

出版信息

BMC Bioinformatics. 2005 Apr 13;6:98. doi: 10.1186/1471-2105-6-98.

Abstract

BACKGROUND

The integration of genomic information with quantitative experimental data is a key component of systems biology. An increasing number of microbial genomes are being sequenced, leading to an increasing amount of data from post-genomics technologies. The genomes of prokaryotes contain many structures of interest, such as operons, pathogenicity islands and prophage sequences, whose behaviour is of interest during infection and disease. There is a need for simple and novel tools to display and analyse data from these integrated datasets, and we have developed ProGenExpress as a tool for visualising arbitrarily complex numerical data in the context of prokaryotic genomes.

RESULTS

Here we describe ProGenExpress, an R package that allows researchers to easily and quickly visualize quantitative measurements, such as those produced by microarray experiments, in the context of the genome organization of sequenced prokaryotes. Data from microarrays, proteomics or other whole-genome technologies can be accurately displayed on the genome. ProGenExpress can also search for novel regions of interest that consist of groups of adjacent genes that show similar patterns across the experimental data set. We demonstrate ProGenExpress with microarray data from a time-course experiment involving Salmonella typhimurium.

CONCLUSION

ProGenExpress can be used to visualize quantitative data from complex experiments in the context of the genome of sequenced prokaryotes, and to find novel regions of interest.

摘要

背景

基因组信息与定量实验数据的整合是系统生物学的关键组成部分。越来越多的微生物基因组正在被测序,导致来自后基因组技术的数据量不断增加。原核生物的基因组包含许多有趣的结构,如操纵子、致病岛和原噬菌体序列,它们在感染和疾病过程中的行为备受关注。需要简单新颖的工具来展示和分析这些整合数据集的数据,我们开发了ProGenExpress作为一种在原核生物基因组背景下可视化任意复杂数值数据的工具。

结果

在此我们描述ProGenExpress,一个R软件包,它使研究人员能够在已测序原核生物的基因组组织背景下轻松快速地可视化定量测量数据,如微阵列实验产生的数据。来自微阵列、蛋白质组学或其他全基因组技术的数据可以准确地显示在基因组上。ProGenExpress还可以搜索由相邻基因组组成的新的感兴趣区域,这些区域在整个实验数据集中呈现相似的模式。我们用来自涉及鼠伤寒沙门氏菌的时间进程实验的微阵列数据展示了ProGenExpress。

结论

ProGenExpress可用于在已测序原核生物的基因组背景下可视化复杂实验的定量数据,并找到新的感兴趣区域。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/47df/1087476/4bd78d0a8f35/1471-2105-6-98-1.jpg

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