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Expression Pattern Similarities Support the Prediction of Orthologs Retaining Common Functions after Gene Duplication Events

机译:表达模式相似性支持基因复制事件后直系同源物保留共有功能的预测。

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摘要

The identification of functionally equivalent, orthologous genes (functional orthologs) across genomes is necessary for accurate transfer of experimental knowledge from well-characterized organisms to others. This frequently relies on automated, coding sequence-based approaches such as OrthoMCL, Inparanoid, and KOG, which usually work well for one-to-one homologous states. However, this strategy does not reliably work for plants due to the occurrence of extensive gene/genome duplication. Frequently, for one query gene, multiple orthologous genes are predicted in the other genome, and it is not clear a priori from sequence comparison and similarity which one preserves the ancestral function. We have studied 11 organ-dependent and stress-induced gene expression patterns of 286 Arabidopsis lyrata duplicated gene groups and compared them with the respective Arabidopsis (Arabidopsis thaliana) genes to predict putative expressologs and nonexpressologs based on gene expression similarity. Promoter sequence divergence as an additional tool to substantiate functional orthology only partially overlapped with expressolog classification. By cloning eight A. lyrata homologs and complementing them in the respective four Arabidopsis loss-of-function mutants, we experimentally proved that predicted expressologs are indeed functional orthologs, while nonexpressologs or nonfunctionalized orthologs are not. Our study demonstrates that even a small set of gene expression data in addition to sequence homologies are instrumental in the assignment of functional orthologs in the presence of multiple orthologs.
机译:跨基因组鉴定功能等效的直系同源基因(功能直系同源物)对于将实验知识从特征明确的生物准确地转移到其他生物是必不可少的。这通常依赖于基于编码序列的自动化方法,例如OrthoMCL,Inparanoid和KOG,这些方法通常在一对一的同源状态下效果很好。但是,由于大量基因/基因组重复的出现,该策略无法可靠地应用于植物。通常,对于一个查询基因,在另一个基因组中会预测到多个直系同源基因,并且从序列比较和相似性来看并不清楚哪个保留了祖先功能,这是先验的。我们研究了286个拟南芥重复基因组的11种器官依赖和应激诱导的基因表达模式,并将它们与各自的拟南芥(Arabidopsis thaliana)基因进行比较,以根据基因表达相似性预测推定的表达和非表达。启动子序列差异作为证实功能性拼字法的附加工具,仅部分与expressolog分类重叠。通过克隆八种拟南芥的同源物并在各自的四个拟南芥功能丧失突变体中进行互补,我们实验证明了预测的表达物确实是功能性直系同源物,而非表达性的或非功能化的直系同源物不是。我们的研究表明,在存在多个直系同源物的情况下,除了序列同源性以外,即使是一小部分基因表达数据也对功能直系同源物的分配起作用。

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