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AraPath: a knowledgebase for pathway analysis in Arabidopsis

机译:AraPath:拟南芥中途径分析的知识库

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Summary: Studying plants using high-throughput genomics technologies is becoming routine, but interpretation of genome-wide expression data in terms of biological pathways remains a challenge, partly due to the lack of pathway databases. To create a knowledgebase for plant pathway analysis, we collected 1683 lists of differentially expressed genes from 397 gene-expression studies, which constitute a molecular signature database of various genetic and environmental perturbations of Arabidopsis. In addition, we extracted 1909 gene sets from various sources such as Gene Ontology, KEGG, AraCyc, Plant Ontology, predicted target genes of microRNAs and transcription factors, and computational gene clusters defined by meta-analysis. With this knowledgebase, we applied Gene Set Enrichment Analysis to an expression profile of cold acclimation and identified expected functional categories and pathways. Our results suggest that the AraPath database can be used to generate specific, testable hypotheses regarding plant molecular pathways from gene expression data.
机译:简介:使用高通量基因组学技术研究植物已成为一种常规方法,但是就生物学途径而言,全基因组表达数据的解释仍然是一个挑战,部分原因是缺乏途径数据库。为了创建用于植物途径分析的知识库,我们从397个基因表达研究中收集了1683个差异表达基因列表,这些列表构成了拟南芥各种遗传和环境扰动的分子标记数据库。此外,我们从各种来源中提取了1909个基因集,例如基因本体论,KEGG,AraCyc,植物本体论,microRNA和转录因子的预测靶基因以及通过荟萃分析定义的计算基因簇。借助此知识库,我们将基因组富集分析应用于冷驯化的表达谱,并确定了预期的功能类别和途径。我们的结果表明,AraPath数据库可用于根据基因表达数据生成有关植物分子途径的特定的,可检验的假设。

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