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Identification of Optimal Reference Genes for Expression Analysis in Radish (Raphanus sativus L.) and Its Relatives Based on Expression Stability

机译:基于表达稳定性的萝卜及其近缘种表达分析的最佳参考基因的鉴定

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摘要

Radish (Raphanus sativus) is an important cruciferous root crop with a close relationship to Chinese cabbage (Brassica rapa). RT-qPCR is used extensively to evaluate the expression levels of target genes, and accurate measurement of target gene expression with this method is determined by the valid reference genes used for data nomalization in different experimental conditions. Screening for appropriate reference genes with stable expression based on RT-qPCR data is important for gene expression and functional analysis research in radish and its relatives. However, many researches have thought that almost no single reference gene is widely suitable for all experimental conditions, and few researchers have paid attention to the validation of reference genes in radish gene expression analysis. In the present study, 12 candidate reference genes were selected for analysis. Their expression in 28 samples, including 20 radish samples from different organs and conditions, four Chinese cabbage organs and four organs of their distant hybrid, was assessed by RT-qPCR and then five software tools—ΔCt, geNorm, NormFinder, BestKeeper and RefFinder—were used to compare their expression stability. The results showed that the most suitable reference genes were different in different organs and conditions. GAPDH, DSS1, and UP2 were optimal reference genes for gene expression analysis in all organs and conditions in radish. UPR, GSNOR1, and ACTIN2/7 were the most stable reference genes in different radish organs. UP2 and GAPDH were suitable reference genes for radish pistil development studies. RPII, UBC9, and GAPDH had the most stable expression in radish under various stresses. DSS1, UP2, and TEF2 were the optimal reference genes for Chinese cabbage organs, whereas TUA was optimal for the distant hybrid. UP2, and TEF2 were appropriate reference genes for all of the samples together. The optimal reference genes we identified, UP2, GAPDH, UPR, and GSNOR1 were verified by normalizing the expression patterns of YAB3, RPL, and FUL. These results will provide important information for selecting target reference genes in different research contexts and improve the accuracy and precision of gene expression analysis for radish, Chinese cabbage and their distant hybrid.
机译:萝卜(Raphanus sativus)是重要的十字花科作物,与大白菜(Brassica rapa)有密切关系。 RT-qPCR被广泛用于评估靶基因的表达水平,而该方法对靶基因表达的准确测量取决于用于不同实验条件下数据标准化的有效参考基因。基于RT-qPCR数据筛选稳定表达的参考基因对于萝卜及其近亲的基因表达和功能分析研究具有重要意义。但是,许多研究认为,几乎没有一个参考基因广泛适用于所有实验条件,很少有研究者在萝卜基因表达分析中关注参考基因的验证。在本研究中,选择了12个候选参考基因进行分析。通过RT-qPCR评估了它们在28个样品中的表达,包括20个来自不同器官和状况的萝卜样品,四个大白菜器官和四个远缘杂种器官的表达,然后通过五个软件工具(ΔCt,geNorm,NormFinder,BestKeeper和RefFinder)进行了评估。用来比较它们的表达稳定性。结果表明,最合适的参考基因在不同器官和条件下有所不同。 GAPDH,DSS1和UP2是在萝卜的所有器官和条件下进行基因表达分析的最佳参考基因。 UPR,GSNOR1和ACTIN2 / 7是不同萝卜器官中最稳定的参考基因。 UP2和GAPDH是用于萝卜雌蕊发育研究的合适参考基因。 RPII,UBC9和GAPDH在各种胁迫下在萝卜中的表达最稳定。 DSS1,UP2和TEF2是大白菜器官的最佳参考基因,而TUA是远处杂种的最佳参考基因。 UP2和TEF 2 是所有样品的合适参考基因。通过归一化 YAB3,RPL 的表达模式,验证了我们确定的最佳参考基因 UP2,GAPDH,UPR GSNOR1 。 em> FUL 。这些结果将为在不同研究背景下选择目标参考基因提供重要信息,并提高萝卜,大白菜及其远缘杂种的基因表达分析的准确性和准确性。

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