Feng Bo, Guo Zhuoran, Zhang Weijia, Pan Yingjie, Zhao Yong
College of Food Science and Technology, Shanghai Ocean University, No. 999 Hu Cheng Huan Road, Shanghai, China.
Shanghai Engineering Research Center of Aquatic-Product Processing & Preservation, Shanghai, China.
BMC Microbiol. 2016 Apr 26;16:75. doi: 10.1186/s12866-016-0688-5.
Vibrio parahaemolyticus is a main causative agent of serious human seafood-borne gastroenteritis disease. Many researchers have investigated its pathogenesis by observing the alteration of its virulence factors in different conditions. It was previously known that culture conditions will influence the gene expression and the metabolic profile of V. parahaemolyticus, but little attention has been paid on the relationship between them. In this study, for the first time, the metabolomics response in relation to the expression of two major virulence genes, tdh and trh, induced at three temperatures (4, 25 and 37 °C) was examined in two genotypes of pathogenic Vibrio parahaemolyticus (ATCC33846 (tdh+/trh-/tlh+) and ATCC17802 (tdh-/trh+/tlh+)).
Reverse transcription real-time PCR (RT-qPCR) analysis illustrated that the expression levels of tdh and trh induced at 25 °C in V. parahaemolyticus were significantly higher than those induced at 4 and 37 °C. Principal components analysis (PCA) based on the UPLC & Q-TOF MS data presented clearly distinct groups among the samples treated by different temperatures. Metabolic profiling demonstrated that 179 of 1,033 kinds of identified metabolites in ATCC33846 changed significantly (p <0.01) upon culturing at different temperatures, meanwhile 101 of 930 kinds of metabolites changed (p <0.01) in ATCC17802. Pearson's correlation analysis highlighted the correlation between metabolites and virulence gene expression levels. At the threshold of | r | = 1, p <0.01, 12 kinds of metabolites showed extremely significant correlations with tdh expression, and 4 kinds of metabolites significantly correlated with trh expression. It is interesting that 3D, 7D, 11D-Phytanic acid showed the same trend with pyrophosphate, whose derivative could activate the degradation of phytanic acid. Several metabolites could be sorted into the same class by the method of chemical taxonomy, by assuming that they are involved in the same metabolic pathways.
This research can help to find biomarkers to monitor virulence gene expression, and can further help laboratory and clinical research of V. parahaemolyticus from the perspective of metabolomics.
副溶血性弧菌是人类严重食源性肠胃炎疾病的主要病原体。许多研究人员通过观察其在不同条件下毒力因子的变化来研究其发病机制。此前已知培养条件会影响副溶血性弧菌的基因表达和代谢谱,但它们之间的关系却很少受到关注。在本研究中,首次在两种致病性副溶血性弧菌基因型(ATCC33846(tdh+/trh-/tlh+)和ATCC17802(tdh-/trh+/tlh+))中检测了在三种温度(4、25和37°C)下诱导的两种主要毒力基因tdh和trh表达相关的代谢组学反应。
逆转录实时PCR(RT-qPCR)分析表明,副溶血性弧菌在25°C诱导的tdh和trh表达水平显著高于在4°C和37°C诱导的水平。基于超高效液相色谱和四极杆飞行时间质谱(UPLC & Q-TOF MS)数据的主成分分析(PCA)清楚地显示了不同温度处理样本之间明显不同的分组。代谢谱分析表明,在不同温度下培养后,ATCC33846中1033种已鉴定代谢物中的179种发生了显著变化(p <0.01),同时ATCC17802中930种代谢物中的101种发生了变化(p <0.01)。Pearson相关性分析突出了代谢物与毒力基因表达水平之间的相关性。在|r| = 1,p <0.01的阈值下,12种代谢物与tdh表达呈极显著相关性,4种代谢物与trh表达呈显著相关性。有趣的是,3D、7D、11D-植烷酸与焦磷酸盐呈现相同趋势,其衍生物可激活植烷酸的降解。通过化学分类法可将几种代谢物归为同一类,假设它们参与相同的代谢途径。
本研究有助于寻找监测毒力基因表达的生物标志物,并能从代谢组学角度进一步助力副溶血性弧菌的实验室和临床研究。