Sudhakar Reddy Palakolanu, Srinivas Reddy Dumbala, Sivasakthi Kaliamoorthy, Bhatnagar-Mathur Pooja, Vadez Vincent, Sharma Kiran K
International Crops Research Institute for the Semi-Arid Tropics Patancheru, India.
Front Plant Sci. 2016 Apr 25;7:529. doi: 10.3389/fpls.2016.00529. eCollection 2016.
Accurate and reliable gene expression data from qPCR depends on stable reference gene expression for potential gene functional analyses. In this study, 15 reference genes were selected and analyzed in various sample sets including abiotic stress treatments (salt, cold, water stress, heat, and abscisic acid) and tissues (leaves, roots, seedlings, panicle, and mature seeds). Statistical tools, including geNorm, NormFinder and RefFinder, were utilized to assess the suitability of reference genes based on their stability rankings for various sample groups. For abiotic stress, PP2A and CYP were identified as the most stable genes. In contrast, EIF4α was the most stable in the tissue sample set, followed by PP2A; PP2A was the most stable in all the sample set, followed by EIF4α. GAPDH, and UBC1 were the least stably expressed in the tissue and all the sample sets. These results also indicated that the use of two candidate reference genes would be sufficient for the optimization of normalization studies. To further verify the suitability of these genes for use as reference genes, SbHSF5 and SbHSF13 gene expression levels were normalized using the most and least stable sorghum reference genes in root and water stressed-leaf tissues of five sorghum varieties. This is the first systematic study of the selection of the most stable reference genes for qPCR-related assays in Sorghum bicolor that will potentially benefit future gene expression studies in sorghum and other closely related species.
来自定量聚合酶链反应(qPCR)的准确可靠的基因表达数据取决于稳定的内参基因表达,以进行潜在的基因功能分析。在本研究中,选择了15个内参基因,并在各种样本组中进行分析,包括非生物胁迫处理(盐、冷、水分胁迫、热和脱落酸)和组织(叶、根、幼苗、穗和成熟种子)。利用包括geNorm、NormFinder和RefFinder在内的统计工具,根据内参基因在不同样本组中的稳定性排名来评估其适用性。对于非生物胁迫,PP2A和CYP被确定为最稳定的基因。相比之下,EIF4α在组织样本组中最稳定,其次是PP2A;PP2A在所有样本组中最稳定,其次是EIF4α。GAPDH和UBC1在组织和所有样本组中表达最不稳定。这些结果还表明,使用两个候选内参基因就足以优化标准化研究。为了进一步验证这些基因作为内参基因的适用性,在五个高粱品种的根和水分胁迫叶组织中,使用最稳定和最不稳定的高粱内参基因对SbHSF5和SbHSF13基因表达水平进行标准化。这是首次对高粱中qPCR相关分析最稳定内参基因选择进行的系统研究,有望为未来高粱及其他近缘物种的基因表达研究提供帮助。