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Global expression differences and tissue specific expression differences in rice evolution result in two contrasting types of differentially expressed genes

机译:水稻进化中的整体表达差异和组织特异性表达差异导致两种相反类型的差异表达基因

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Since the development of transcriptome analysis systems, many expression evolution studies characterized evolutionary forces acting on gene expression, without explicit discrimination between global expression differences and tissue specific expression differences. However, different types of gene expression alteration should have different effects on an organism, the evolutionary forces that act on them might be different, and different types of genes might show different types of differential expression between species. To confirm this, we studied differentially expressed (DE) genes among closely related groups that have extensive gene expression atlases, and clarified characteristics of different types of DE genes including the identification of regulating loci for differential expression using expression quantitative loci (eQTL) analysis data. We detected differentially expressed (DE) genes between rice subspecies in five homologous tissues that were verified using japonica and indica transcriptome atlases in public databases. Using the transcriptome atlases, we classified DE genes into two types, global DE genes and changed-tissues DE genes. Global type DE genes were not expressed in any tissues in the atlas of one subspecies, however changed-tissues type DE genes were expressed in both subspecies with different tissue specificity. For the five tissues in the two japonica-indica combinations, 4.6?±?0.8 and 5.9?±?1.5?% of highly expressed genes were global and changed-tissues DE genes, respectively. Changed-tissues DE genes varied in number between tissues, increasing linearly with the abundance of tissue specifically expressed genes in the tissue. Molecular evolution of global DE genes was rapid, unlike that of changed-tissues DE genes. Based on gene ontology, global and changed-tissues DE genes were different, having no common GO terms. Expression differences of most global DE genes were regulated by cis-eQTLs. Expression evolution of changed-tissues DE genes was rapid in tissue specifically expressed genes and those rapidly evolved changed-tissues DE genes were regulated not by cis-eQTLs, but by complicated trans-eQTLs. Global DE genes and changed-tissues DE genes had contrasting characteristics. The two contrasting types of DE genes provide possible explanations for the previous controversial conclusions about the relationships between molecular evolution and expression evolution of genes in different species, and the relationship between expression breadth and expression conservation in evolution.
机译:自转录组分析系统发展以来,许多表达进化研究的特征是作用于基因表达的进化力,没有在整体表达差异和组织特异性表达差异之间进行明确区分。但是,不同类型的基因表达改变对生物体的影响应该不同,作用于它们的进化力可能不同,不同类型的基因可能会显示出不同物种之间差异表达的类型。为了证实这一点,我们研究了具有广泛基因表达图谱的密切相关群体之间的差异表达(DE)基因,并阐明了不同类型的DE基因的特征,包括使用表达定量基因座(eQTL)分析数据鉴定了差异表达的调控基因座。 。我们在五个同源组织中的水稻亚种之间检测到差异表达(DE)基因,这些基因已使用公共数据库中的粳稻和in稻转录组图谱进行了验证。使用转录组图谱,我们将DE基因分为两类,整体DE基因和组织改变的DE基因。全局DE型基因在一个亚种的图谱中的任何组织中均未表达,但是组织改变的DE型基因在两个亚种中均具有不同的组织特异性。在两个粳稻-ind稻组合中的五个组织中,高表达基因的4.6?±?0.8和5.9?±?1.5?%分别是整体和组织改变的DE基因。组织变化的DE基因在组织之间的数量变化,随组织中组织特异性表达基因的丰度线性增加。与改变组织的DE基因不同,全局DE基因的分子进化很快。基于基因本体论,整体和组织改变的DE基因是不同的,没有共同的GO术语。大多数全球DE基因的表达差异受到顺式eQTL的调节。在组织特异性表达的基因中,组织改变的DE基因的表达进化迅速,而那些迅速进化的组织改变的DE基因不是由顺式-eQTL调控的,而是由复杂的反式-eQTL调控的。整体DE基因和组织改变的DE基因具有相反的特征。两种相反类型的DE基因为先前关于不同物种中基因的分子进化与表达进化之间的关系以及进化中表达广度与表达保守性之间的关系的先前有争议的结论提供了可能的解释。

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