凝胶图像分析软件工具综述

Mahmoud H.Alnamoly, A. Alzohairy, I. El-Henawy
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引用次数: 10

摘要

对于分子生物学家来说,最重要的信息来源之一是在issr-pcr、sds-pages和rapid -pcr实验中使用凝胶电泳产生的凝胶图像。DNA和蛋白质的凝胶图像是通过DNA和蛋白质片段的凝胶电泳分离技术得到的。多态带的分离是基于从负阴极到正阳极的带负电荷的DNA片段的大小。每个凝胶图像都有一些垂直的通道;每个通道对应一个样本,并有几个水平带。凝胶电泳产生的结果图像有时难以解释,因此开发软件工具来分析凝胶图像非常重要,以帮助生物学家在分析凝胶图像的过程中根据凝胶图像分析软件产生的结果得出结论。在这篇文章中,我们提出了一些商业和非商业的软件工具,用于分析凝胶图像的调查。我们开发了一种新的软件,用于处理和分析凝胶电泳图像,计算分子量,并将其保存为excel表格,根据分子量使用k-means算法聚类条带,使用用户输入的公差值进行条带匹配,确定样品之间的相似性,绘制相应的系统发育树,将实验报告保存为pdf并打印该报告。该软件将为生物学家提供人工处理、自动处理和半自动处理的能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A survey on gel images analysis software tools
One of the most severe sources of information for a molecular biologist is the gel image generated by using gel electrophoresis during the experiment of issr-pcr, sds-pages, and rapd-pcr. DNA and protein gel images are obtained through the gel electrophoresis separations techniques of DNA and protein fragments. The separation of the polymorphic bands is based on the sizes of the negatively charged DNA fragments running from the negative cathode toward the positive anode. Each gel image has some vertical lanes; each lane corresponds to one sample and has several horizontal bands. The resulting images produced by Gel electrophoresis are sometimes difficult to interpret so that it was important to develop software tools to analyze the gel images to help biologists in the process of analyzing gel image as they draw their conclusions according to the results that generated from gel image analyzer software. In this article, we present a survey of some commercial and non-commercial software tools that are used for analyzing gel images. We develop a novel software for processing and analyzing the gel electrophoresis images, computing the molecular weights, saving them as excel sheet, clustering the bands based on their molecular weights using k-means algorithm, Applying band matching using a tolerance value entered by the user, determine the similarities between samples, drawing the corresponding phylogenetic tree, saving a report of the experiment as a pdf, and printing this report. The novel software will provide the biologist with the ability of manual processing, automatic processing, and semi-automatic processing.
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CiteScore
1.70
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