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CHESS (CgHExpreSS): A comprehensive analysis tool for the analysis of genomic alterations and their effects on the expression profile of the genome

机译:CHESS(CgHExpreSS):一种全面的分析工具用于分析基因组变异及其对基因组表达谱的影响

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摘要

BackgroundGenomic alterations frequently occur in many cancer patients and play important mechanistic roles in the pathogenesis of cancer. Furthermore, they can modify the expression level of genes due to altered copy number in the corresponding region of the chromosome. An accumulating body of evidence supports the possibility that strong genome-wide correlation exists between DNA content and gene expression. Therefore, more comprehensive analysis is needed to quantify the relationship between genomic alteration and gene expression. A well-designed bioinformatics tool is essential to perform this kind of integrative analysis. A few programs have already been introduced for integrative analysis. However, there are many limitations in their performance of comprehensive integrated analysis using published software because of limitations in implemented algorithms and visualization modules.
机译:背景基因组改变经常发生在许多癌症患者中,并且在癌症的发病机理中起重要的机械作用。此外,由于在染色体相应区域中拷贝数的改变,它们可以修饰基因的表达水平。越来越多的证据支持在DNA含量和基因表达之间存在全基因组相关性的可能性。因此,需要更全面的分析来量化基因组改变和基因表达之间的关系。设计良好的生物信息学工具对于执行这种整合分析至关重要。已经引入了一些程序来进行综合分析。但是,由于已实现的算法和可视化模块的局限性,使用已发布的软件进行全面集成分析的性能存在许多局限性。

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