Evaluating and Validating Sunflower Reference Genes for Q-PCR Studies Under High Temperature Condition.

IF 1.6 4区 生物学 Q4 BIOTECHNOLOGY & APPLIED MICROBIOLOGY
Masood Soltani Najafabadi, Nazanin Amirbakhtiar
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引用次数: 1

Abstract

Background: Q-PCR is the method of choice for PCR- based transcriptomics and validating microarray-based and RNA-seq results. Proper application of this technology requires proper normalization to correct as much as possible errors propagating during RNA extraction and cDNA synthesis.

Objectives: The investigation was performed to find stable reference genes in sunflower under shifting in ambient temperature.

Materials and methods: Sequences of five well-known reference genes of Arabidopsis (Actin, Ubiquitin, Elongation factor-1, GAPDH, and SAND) and one well-known reference gene inhuman, Importin, were subjected to BLASTX against sunflower databases and the relevant genes were subjected to primer designing for q-PCR. Two sunflower inbred lines were cultivated at two dates so that anthesis occurred at nearly 30 °C and 40 °C (heat stress). The experiment was repeated for two years. Q-PCR was run on samples taken for two planting date separately at the beginning of anthesis for each genotype from leaf, taproots, receptacle base, immature and mature disc flowers and on pooled samples comprising of the tissues for each genotype, planting dates and also all tissues for both genotypes and both planting dates. Basic statistical properties of each candidate gene across all the samples were calculated. Furthermore, gene expression stability analysis was done for six candidate reference genes on Cq mean of two years using three independent algorithms, geNorm, Bestkeeper, and Refinder.

Results: Designed primers for Actin2, SAND, GAPDH, Ubiquitin, EF-1a, and Importin yielded a single peak in melting curve analysis indicating specificity of the PCR reaction. Basic statistical analysis showed that Actin2 and EF-1a had the highest and lowest expression levels across all the samples, respectively. Actin2 appeared to be the most stable reference gene across all the samples based on the three used algorithms. Pairwise variation analysis revealed that for samples taken under ambient temperature of 30 °C, Actin2, EF-1a, SAND and for those taken under ambient temperature of 40 °C, Actin2, EF-1a, Importin and SAND have to be used for normalization in q-PCR studies. Moreover, it is suggested that normalization to be based on Actin2, SAND and EF-1a for vegetative tissues and Actin2, EF-1a, SAND and Importin for reproductive tissues.

Conclusions: In the present research, proper reference genes for normalization of gene expression studies under heat stress conditions were introduced. Moreover, the presence of genotype-by- planting date interaction effects and tissue specific gene expression pattern on the behavior of the most three stable reference genes was indicated.

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向日葵高温条件下Q-PCR内参基因的鉴定与验证
背景:Q-PCR是基于PCR的转录组学和验证微阵列和RNA-seq结果的首选方法。正确应用该技术需要适当的规范化,以纠正在RNA提取和cDNA合成过程中传播的尽可能多的错误。目的:研究向日葵在环境温度变化下稳定的内参基因。材料和方法:将拟南芥的5个知名内参基因(Actin、Ubiquitin、伸长因子-1、GAPDH、SAND)和1个知名内参基因Importin的序列进行BLASTX比对向日葵数据库,并对相关基因进行引物设计,进行q-PCR。两个向日葵自交系分别在近30°C和40°C(热胁迫)条件下进行了两个日期的培养。这个实验重复了两年。Q-PCR分别对两个种植日期的每个基因型在开花开始时从叶片、主根、花托基部、未成熟和成熟的盘状花中采集的样品进行检测,并对由每个基因型的组织、种植日期以及两个基因型和两个种植日期的所有组织组成的混合样品进行检测。计算所有样本中每个候选基因的基本统计特性。此外,使用geNorm、Bestkeeper和Refinder三种独立算法对6个候选内参基因进行两年Cq平均值的基因表达稳定性分析。结果:设计的Actin2、SAND、GAPDH、Ubiquitin、EF-1a和Importin引物在熔融曲线分析中呈现单峰,表明PCR反应具有特异性。基础统计分析表明,在所有样品中,Actin2和EF-1a的表达量分别最高和最低。根据使用的三种算法,Actin2似乎是所有样本中最稳定的参考基因。两两变异分析显示,对于环境温度为30°C的样品,Actin2, EF-1a, SAND,对于环境温度为40°C的样品,Actin2, EF-1a, Importin和SAND必须用于q-PCR研究的归一化。此外,建议在营养组织中以Actin2、SAND和EF-1a为归一化标准,在生殖组织中以Actin2、EF-1a、SAND和Importin为归一化标准。结论:本研究为热应激条件下基因表达规范化研究提供了合适的内参基因。此外,基因型-播期互作效应和组织特异性基因表达模式对大多数3个稳定内参基因的行为有影响。
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来源期刊
Iranian Journal of Biotechnology
Iranian Journal of Biotechnology BIOTECHNOLOGY & APPLIED MICROBIOLOGY-
CiteScore
2.60
自引率
7.70%
发文量
20
期刊介绍: Iranian Journal of Biotechnology (IJB) is published quarterly by the National Institute of Genetic Engineering and Biotechnology. IJB publishes original scientific research papers in the broad area of Biotechnology such as, Agriculture, Animal and Marine Sciences, Basic Sciences, Bioinformatics, Biosafety and Bioethics, Environment, Industry and Mining and Medical Sciences.
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