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巴尔尼:一个用于分析合成遗传阵列实验产生的数据的软件包。

Balony: a software package for analysis of data generated by synthetic genetic array experiments.

机构信息

Department of Cellular and Physiological Sciences, Life Sciences Institute, University of British Columbia, 2350 Health Sciences Mall, Vancouver, British Columbia V6T 1Z3, Canada.

出版信息

BMC Bioinformatics. 2013 Dec 4;14:354. doi: 10.1186/1471-2105-14-354.

Abstract

BACKGROUND

Synthetic Genetic Array (SGA) analysis is a procedure which has been developed to allow the systematic examination of large numbers of double mutants in the yeast Saccharomyces cerevisiae. The aim of these experiments is to identify genetic interactions between pairs of genes. These experiments generate a number of images of ordered arrays of yeast colonies which must be analyzed in order to quantify the extent of the genetic interactions. We have designed software that is able to analyze virtually any image of regularly arrayed colonies and allows the user significant flexibility over the analysis procedure.

RESULTS

"Balony" is freely available software which enables the extraction of quantitative data from array-based genetic screens. The program follows a multi-step process, beginning with the optional preparation of plate images from single or composite images. Next, the colonies are identified on a plate and the pixel area of each is measured. This is followed by a scoring module which normalizes data and pairs control and experimental data files. The final step is analysis of the scored data, where the strength and reproducibility of genetic interactions can be visualized and cross-referenced with information on each gene to provide biological insights into the results of the screen.

CONCLUSIONS

Analysis of SGA screens with Balony can be either automated or highly interactive, enabling the user to customize the process to their specific needs. Quantitative data can be extracted at each stage for external analysis if required. Beyond SGA, this software can be used for analyzing many types of plate-based high-throughput screens.

摘要

背景

合成遗传阵列(SGA)分析是一种已开发的程序,用于系统地检查酵母酿酒酵母中的大量双突变体。这些实验的目的是确定基因对之间的遗传相互作用。这些实验生成了许多有序排列的酵母菌落图像,必须对其进行分析以量化遗传相互作用的程度。我们设计了能够分析几乎任何排列整齐的菌落图像的软件,并允许用户在分析过程中具有很大的灵活性。

结果

“Balony”是一款免费软件,可从基于阵列的遗传筛选中提取定量数据。该程序遵循多步过程,首先从单个或组合图像中选择板图像。接下来,识别板上的菌落并测量每个菌落的像素面积。然后是评分模块,该模块对数据进行标准化,并将对照和实验数据文件配对。最后一步是对评分数据进行分析,可以直观地显示遗传相互作用的强度和可重复性,并与每个基因的信息交叉引用,以深入了解筛选结果的生物学意义。

结论

使用 Balony 分析 SGA 筛选可以是自动化的,也可以是高度交互的,使用户能够根据自己的特定需求定制该过程。如果需要,在每个阶段都可以提取定量数据进行外部分析。除了 SGA 之外,该软件还可用于分析许多类型的基于平板的高通量筛选。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0a5d/4234492/a57f210182b4/1471-2105-14-354-1.jpg

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