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Identification and validation of reference genes for quantitative RT-PCR normalization in wheat

机译:小麦定量RT-PCR标准化参考基因的鉴定和验证

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Background Usually the reference genes used in gene expression analysis have been chosen for their known or suspected housekeeping roles, however the variation observed in most of them hinders their effective use. The assessed lack of validated reference genes emphasizes the importance of a systematic study for their identification. For selecting candidate reference genes we have developed a simple in silico method based on the data publicly available in the wheat databases Unigene and TIGR. Results The expression stability of 32 genes was assessed by qRT-PCR using a set of cDNAs from 24 different plant samples, which included different tissues, developmental stages and temperature stresses. The selected sequences included 12 well-known HKGs representing different functional classes and 20 genes novel with reference to the normalization issue. The expression stability of the 32 candidate genes was tested by the computer programs geNorm and NormFinder using five different data-sets. Some discrepancies were detected in the ranking of the candidate reference genes, but there was substantial agreement between the groups of genes with the most and least stable expression. Three new identified reference genes appear more effective than the well-known and frequently used HKGs to normalize gene expression in wheat. Finally, the expression study of a gene encoding a PDI-like protein showed that its correct evaluation relies on the adoption of suitable normalization genes and can be negatively affected by the use of traditional HKGs with unstable expression, such as actin and α-tubulin. Conclusion The present research represents the first wide screening aimed to the identification of reference genes and of the corresponding primer pairs specifically designed for gene expression studies in wheat, in particular for qRT-PCR analyses. Several of the new identified reference genes outperformed the traditional HKGs in terms of expression stability under all the tested conditions. The new reference genes will enable more accurate normalization and quantification of gene expression in wheat and will be helpful for designing primer pairs targeting orthologous genes in other plant species.
机译:背景技术通常,已经根据基因表达分析中已知或怀疑的管家角色选择了用于基因表达分析的参考基因,但是大多数情况下观察到的变异阻碍了它们的有效使用。缺乏经过验证的参考基因的评估强调了系统研究对其鉴定的重要性。为了选择候选参考基因,我们基于小麦数据库Unigene和TIGR中公开提供的数据,开发了一种简单的计算机方法。结果通过qRT-PCR,使用来自24种不同植物样品的一组cDNA,通过qRT-PCR评估了32种基因的表达稳定性,这些植物样品包括不同的组织,发育阶段和温度胁迫。选择的序列包括代表不同功能类别的12个著名HKG和20个关于归一化问题的新颖基因。通过计算机程序geNorm和NormFinder使用五个不同的数据集测试了32个候选基因的表达稳定性。在候选参考基因的排名中检测到一些差异,但是在表达最稳定和最不稳定的基因组之间存在实质性一致性。三个新鉴定的参考基因似乎比众所周知且经常使用的HKG更有效地使小麦中的基因表达正常化。最后,对编码PDI样蛋白的基因的表达研究表明,其正确评估依赖于采用合适的标准化基因,并且可能受到使用不稳定表达的传统HKG(例如肌动蛋白和α-微管蛋白)的负面影响。结论本研究代表了首次广泛筛选,旨在鉴定参考基因和专为小麦基因表达研究特别是qRT-PCR分析设计的相应引物对。在所有测试条件下,一些新鉴定出的参考基因在表达稳定性方面均优于传统HKG。新的参考基因将使小麦中基因表达的更准确归一化和定量化,并有助于设计针对其他植物物种中直系同源基因的引物对。

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