Zheng Yu-Tao, Li Hong-Bo, Lu Ming-Xing, Du Yu-Zhou
School of Horticulture and Plant Protection & Institute of Applied Entomology, Yangzhou University, Yangzhou, China.
School of Horticulture and Plant Protection & Institute of Applied Entomology, Yangzhou University, Yangzhou, China; Guizhou Institute of Plant Protection, Guiyang, China.
PLoS One. 2014 Oct 30;9(10):e111369. doi: 10.1371/journal.pone.0111369. eCollection 2014.
Quantitative real time PCR (qRT-PCR) has emerged as a reliable and reproducible technique for studying gene expression analysis. For accurate results, the normalization of data with reference genes is particularly essential. Once the transcriptome sequencing of Frankliniella occidentalis was completed, numerous unigenes were identified and annotated. Unfortunately, there are no studies on the stability of reference genes used in F. occidentalis. In this work, seven candidate reference genes, including actin, 18S rRNA, H3, tubulin, GAPDH, EF-1 and RPL32, were evaluated for their suitability as normalization genes under different experimental conditions using the statistical software programs BestKeeper, geNorm, Normfinder and the comparative ΔCt method. Because the rankings of the reference genes provided by each of the four programs were different, we chose a user-friendly web-based comprehensive tool RefFinder to get the final ranking. The result demonstrated that EF-1 and RPL32 displayed the most stable expression in different developmental stages; RPL32 and GAPDH showed the most stable expression at high temperatures, while 18S and EF-1 exhibited the most stable expression at low temperatures. In this study, we validated the suitable reference genes in F. occidentalis for gene expression profiling under different experimental conditions. The choice of internal standard is very important in the normalization of the target gene expression levels, thus validating and selecting the best genes will help improve the quality of gene expression data of F. occidentalis. What is more, these validated reference genes could serve as the basis for the selection of candidate reference genes in other insects.
定量实时聚合酶链反应(qRT-PCR)已成为一种用于研究基因表达分析的可靠且可重复的技术。为获得准确结果,用参考基因对数据进行标准化尤为重要。西花蓟马转录组测序完成后,鉴定并注释了大量单基因。遗憾的是,目前尚无关于西花蓟马中使用的参考基因稳定性的研究。在本研究中,使用统计软件BestKeeper、geNorm、Normfinder和比较ΔCt法,评估了包括肌动蛋白、18S rRNA、H3、微管蛋白、甘油醛-3-磷酸脱氢酶(GAPDH)、延伸因子-1(EF-1)和核糖体蛋白L32(RPL32)在内的7个候选参考基因在不同实验条件下作为标准化基因的适用性。由于四个程序提供的参考基因排名不同,我们选择了一个用户友好的基于网络的综合工具RefFinder来获得最终排名。结果表明,EF-1和RPL32在不同发育阶段表现出最稳定的表达;RPL32和GAPDH在高温下表现出最稳定的表达,而18S和EF-1在低温下表现出最稳定的表达。在本研究中,我们验证了西花蓟马在不同实验条件下用于基因表达谱分析的合适参考基因。内参的选择在目标基因表达水平的标准化中非常重要,因此验证和选择最佳基因将有助于提高西花蓟马基因表达数据的质量。此外,这些经过验证的参考基因可作为其他昆虫候选参考基因选择的基础。