Marco M L, Kleerebezem M
TI Food and Nutrition, NIZO Food Research, Ede, The Netherlands.
J Appl Microbiol. 2008 Feb;104(2):587-94. doi: 10.1111/j.1365-2672.2007.03578.x. Epub 2007 Dec 11.
In this study, we evaluated the impact of different real-time reverse-transcription PCR (RT-PCR) data normalization methods on the interpretation of stationary-phase and nutrient-starved Lactobacillus plantarum WCFS1 gene expression levels.
Lactobacillus plantarum WCFS1 culture characteristics and housekeeping gene transcripts were measured during stationary phase in standard growth medium and during extreme nutrient starvation. These conditions differentially affected L. plantarum viability and RNA/DNA ratios. Real-time RT-PCR gene expression data were normalized according to three different methods: (i) total RNA amounts added to the reactions; (ii) the comparative 2(-Delta Delta Ct) method using recA as a reference; and (iii) the geNorm approach based on the average expression values of several housekeeping genes. Each of these methods revealed differences in the abundance of housekeeping gene transcripts between L. plantarum in the exponential phase of growth and in stationary phase or undergoing nutrient starvation.
Real-time RT-PCR data analysis with a normalization factor comprised of several of the most stably expressed housekeeping genes best accounted for the expected activity levels of the cells contained in the different cultures.
The relative normalization of real-time RT-PCR data using multiple housekeeping reference genes should be useful for the quantification of bacterial gene expression levels in nonoptimal growth conditions in situ.
在本研究中,我们评估了不同的实时逆转录聚合酶链反应(RT-PCR)数据标准化方法对处于稳定期和营养饥饿状态的植物乳杆菌WCFS1基因表达水平解读的影响。
在标准生长培养基的稳定期以及极端营养饥饿期间,对植物乳杆菌WCFS1的培养特性和管家基因转录本进行了测量。这些条件对植物乳杆菌的活力和RNA/DNA比率产生了不同影响。实时RT-PCR基因表达数据根据三种不同方法进行标准化:(i)添加到反应中的总RNA量;(ii)使用recA作为参照的比较2(-ΔΔCt)方法;(iii)基于几种管家基因平均表达值的geNorm方法。这些方法中的每一种都揭示了处于生长指数期、稳定期或经历营养饥饿的植物乳杆菌之间管家基因转录本丰度的差异。
使用由几种表达最稳定的管家基因组成的标准化因子进行实时RT-PCR数据分析,最能说明不同培养物中所含细胞的预期活性水平。
使用多个管家参考基因对实时RT-PCR数据进行相对标准化,对于原位定量非最佳生长条件下细菌的基因表达水平应是有用的。