Department of Energy, Environmental and Chemical Engineering, Washington University in St. Louis, St. Louis, Missouri, 63130, USA.
Sci Rep. 2018 Apr 16;8(1):6019. doi: 10.1038/s41598-018-24486-w.
Rhodococcus opacus PD630 is a gram-positive bacterium with promising attributes for the conversion of lignin into valuable fuels and chemicals. To develop an organism as a cellular factory, it is necessary to have a deep understanding of its metabolism and any heterologous pathways being expressed. For the purpose of quantifying gene transcription, reverse transcription quantitative PCR (RT-qPCR) is the gold standard due to its sensitivity and reproducibility. However, RT-qPCR requires the use of reference genes whose expression is stable across distinct growth or treatment conditions to normalize the results. Unfortunately, no in-depth analysis of stable reference genes has been conducted in Rhodococcus, inhibiting the utilization of RT-qPCR in R. opacus. In this work, ten candidate reference genes, chosen based on previously collected RNA sequencing data or literature, were examined under four distinct growth conditions using three mathematical programs (BestKeeper, Normfinder, and geNorm). Based on this analysis, the minimum number of reference genes required was found to be two, and two separate pairs of references genes were identified as optimal normalization factors for when ribosomal RNA is either present or depleted. This work represents the first validation of reference genes for Rhodococcus, providing a valuable starting point for future research.
橙色红球菌 PD630 是一种革兰氏阳性菌,具有将木质素转化为有价值的燃料和化学品的巨大潜力。为了将生物体开发成细胞工厂,有必要深入了解其代谢和表达的任何异源途径。为了定量转录基因,逆转录定量 PCR(RT-qPCR)因其灵敏度和可重复性而成为金标准。然而,RT-qPCR 需要使用表达稳定的参考基因,这些基因在不同的生长或处理条件下表达稳定,以对结果进行标准化。不幸的是,在 Rhodococcus 中没有对稳定的参考基因进行深入分析,这抑制了 RT-qPCR 在 Rhodococcus opacus 中的应用。在这项工作中,根据之前收集的 RNA 测序数据或文献,选择了十个候选参考基因,在四种不同的生长条件下使用三个数学程序(BestKeeper、Normfinder 和 geNorm)进行了检验。基于此分析,发现所需的参考基因最少数量为两个,并确定了两对单独的参考基因作为核糖体 RNA 存在或耗尽时的最佳归一化因子。这项工作代表了 Rhodococcus 参考基因的首次验证,为未来的研究提供了一个有价值的起点。