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水飞蓟(奶蓟,Silybum marianum Gaert.)不同组织中 RT-qPCR 归一化的参考基因的选择和验证。

Selection and validation of reference genes for RT-qPCR normalization in different tissues of milk thistle (Silybum marianum, Gaert.).

机构信息

Consiglio per la ricerca in agricoltura e l'analisi dell'economia agraria - Centro di ricerca Cerealicoltura e Colture Industriali, Via di Corticella 133, 40128 Bologna, Italy.

Consiglio per la ricerca in agricoltura e l'analisi dell'economia agraria - Centro di ricerca Cerealicoltura e Colture Industriali, Via di Corticella 133, 40128 Bologna, Italy; Consiglio per la ricerca in agricoltura e l'analisi dell'economia agraria - Centro di ricerca Difesa e Certificazione, Via di Lanciola 12/A, Loc. Cascine del Riccio, 50125 Firenze, Italy.

出版信息

Gene. 2021 Feb 5;768:145272. doi: 10.1016/j.gene.2020.145272. Epub 2020 Oct 26.

Abstract

Quantitative reverse transcription PCR is a sensitive technique for evaluating transcriptional profiles in different experimental datasets. To obtain a reliable quantification of the transcripts level, data normalization with stable reference genes is required. Stable reference genes are identified after analysis of their transcripts profile in every new experiment and species of interest. In Silybum marianum, a widely cultivated officinal plant, only few gene expression studies exist, and reference genes for RT-qPCR studies in the diverse plant tissues have never been investigated before. In this work, the expression stability of 10 candidate reference genes was evaluated in leaves, roots, stems and fruits of S. marianum grown under physiological environmental condition. The stability values for each candidate reference gene were calculated by four canonical statistical algorithms GeNorm, NormFinder, Bestkeeper and ΔCt method in different subsets of samples, then they were ranked with RefFinder from the most to the least suitable for normalization. Best combinations of reference genes are finally proposed for different experimental data sets, including all tissues, vegetative, and reproductive tissues separately. Three target genes putatively involved in important biosynthetic pathway leading to key metabolites in the fruits of milk thistle, such as silymarin and fatty acids, were analyzed with the chosen panels of reference genes, in comparison to the ones used in previous papers. To the best of our knowledge, this is the first report on a reliable and systematic identification and validation of the reference genes for RT-qPCR normalization to study gene expression in S. marianum.

摘要

实时荧光定量 PCR 是一种评估不同实验数据集转录谱的敏感技术。为了可靠地定量转录本水平,需要使用稳定的参考基因进行数据归一化。稳定的参考基因是在对每个新实验和感兴趣的物种的转录本谱进行分析后确定的。在广泛种植的药用植物水飞蓟中,只有少数基因表达研究存在,并且以前从未研究过用于 RT-qPCR 研究的不同植物组织的参考基因。在这项工作中,评估了 10 个候选参考基因在生理环境条件下生长的水飞蓟的叶片、根、茎和果实中的表达稳定性。通过四个标准统计算法 GeNorm、NormFinder、Bestkeeper 和 ΔCt 方法在不同样本子集计算每个候选参考基因的稳定性值,然后使用 RefFinder 从最适合到最不适合归一化的顺序对其进行排序。最后为不同的实验数据集,包括所有组织、营养组织和生殖组织,分别提出了最佳的参考基因组合。选择了一系列参考基因来分析与果实中主要代谢物(如水飞蓟素和脂肪酸)的生物合成途径相关的三个假定靶基因,与以前的论文中使用的基因进行了比较。据我们所知,这是首次报道用于 RT-qPCR 归一化以研究水飞蓟基因表达的可靠和系统的参考基因鉴定和验证。

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