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在光周期诱导甘蔗开花过程中通过 RT-qPCR 对参考基因的选择和验证。

Selection and validation of reference genes by RT-qPCR under photoperiodic induction of flowering in sugarcane (Saccharum spp.).

机构信息

Faculdade de Ciências Agrárias e Veterinárias, UNESP, Campus Jaboticabal, Jaboticabal, CEP14884-900, Brazil.

Universidade Estadual de Campinas, UNICAMP, Campinas, CEP13083-970, Brazil.

出版信息

Sci Rep. 2021 Feb 25;11(1):4589. doi: 10.1038/s41598-021-83918-2.

Abstract

Although reference genes have previously been used in the expression analysis of genes involved in sugarcane flowering they had not been experimentally validated for stability and consistency of expression between different samples over a wide range of experimental conditions. Here we report the analysis of candidate reference genes in different tissue types, at different temporal time-points, in both short and long day photoperiodic treatments. The stability of the candidate reference genes in all conditions was evaluated with NormFinder, BestKeeper, and RefFinder algorithms that complement each other for a more robust analysis. As the Normfinder algorithm was more appropriate for our experimental conditions, greater emphasis was placed on Normfinder when choosing the most stable genes. UBQ1 and TUB were shown to be the most stable reference genes to use for normalizing RT-qPCR gene expression data during floral induction, whilst 25SrRNA1 and GAPDH were the least stable. Their use as a reference gene pair was validated by analyzing the expression of two differentially expressed target genes (PIL5 and LHP1). The UBQ1/TUB reference genes combination was able to reveal small significant differences in gene expression of the two target genes that were not detectable when using the least stable reference gene combination. These results can be used to inform the choice of reference genes to use in the study of the sugarcane floral induction pathway. Our work also demonstrates that both PIL5 and LHP1 are significantly up-regulated in the initial stages of photoperiodic induction of flowering in sugarcane.

摘要

虽然先前已经在甘蔗开花相关基因的表达分析中使用了参考基因,但它们在广泛的实验条件下不同样本之间的表达稳定性和一致性尚未经过实验验证。在这里,我们报告了在不同组织类型、不同时间点以及在短日和长日光周期处理下,候选参考基因的分析。使用 NormFinder、BestKeeper 和 RefFinder 算法评估候选参考基因在所有条件下的稳定性,这些算法相互补充,以进行更稳健的分析。由于 Normfinder 算法更适合我们的实验条件,因此在选择最稳定的基因时,更侧重于 Normfinder。结果表明,在花诱导过程中,UBQ1 和 TUB 是最稳定的参考基因,可用于 RT-qPCR 基因表达数据的归一化,而 25SrRNA1 和 GAPDH 是最不稳定的参考基因。通过分析两个差异表达靶基因(PIL5 和 LHP1)的表达,验证了这两个参考基因作为一对参考基因的有效性。UBQ1/TUB 参考基因组合能够揭示两个靶基因表达的微小显著差异,而使用最不稳定的参考基因组合则无法检测到这些差异。这些结果可用于指导选择参考基因来研究甘蔗花诱导途径。我们的工作还表明,PIL5 和 LHP1 在甘蔗光周期诱导开花的初始阶段均显著上调。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6df2/7907395/552deec98fad/41598_2021_83918_Fig1_HTML.jpg

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