Yang Manli, Rajeeve Karthika, Rudel Thomas, Dandekar Thomas
Department of Bioinformatics, Biocenter, University of Würzburg, Würzburg, Germany.
Department of Microbiology, Biocenter, University of Würzburg, Würzburg, Germany.
Front Microbiol. 2019 Oct 15;10:2350. doi: 10.3389/fmicb.2019.02350. eCollection 2019.
Metabolic adaptation to the host cell is important for obligate intracellular pathogens such as (). Here we infer the flux differences for from proteome and qRT-PCR data by comprehensive pathway modeling. We compare the comparatively inert infectious elementary body (EB) and the active replicative reticulate body (RB) systematically using a genome-scale metabolic model with 321 metabolites and 277 reactions. This did yield 84 extreme pathways based on a published proteomics dataset at three different time points of infection. Validation of predictions was done by quantitative RT-PCR of enzyme mRNA expression at three time points. 's major active pathways are glycolysis, gluconeogenesis, glycerol-phospholipid (GPL) biosynthesis (support from host acetyl-CoA) and pentose phosphate pathway (PPP), while its incomplete TCA and fatty acid biosynthesis are less active. The modeled metabolic pathways are much more active in RB than in EB. Our model suggests that EB and RB utilize folate to generate NAD(P)H using independent pathways. The only low metabolic flux inferred for EB involves mainly carbohydrate metabolism. RB utilizes energy -rich compounds to generate ATP in nucleic acid metabolism. Validation data for the modeling include proteomics experiments (model basis) as well as qRT-PCR confirmation of selected metabolic enzyme mRNA expression differences. The metabolic modeling is made fully available here. Its detailed insights and models on metabolic adaptations during infection are a useful modeling basis for future studies.
对宿主细胞的代谢适应对于诸如()等专性细胞内病原体很重要。在这里,我们通过全面的途径建模从蛋白质组和qRT-PCR数据推断()的通量差异。我们使用包含321种代谢物和277个反应的基因组规模代谢模型,系统地比较了相对惰性的感染性原体(EB)和活跃的复制型网状体(RB)。基于已发表的在感染的三个不同时间点的蛋白质组学数据集,这确实产生了84条极端途径。通过在三个时间点对酶mRNA表达进行定量RT-PCR来验证预测。()的主要活跃途径是糖酵解、糖异生、甘油磷脂(GPL)生物合成(由宿主乙酰辅酶A支持)和磷酸戊糖途径(PPP),而其不完全的三羧酸循环(TCA)和脂肪酸生物合成活性较低。建模的代谢途径在RB中比在EB中更活跃。我们的()模型表明,EB和RB利用叶酸通过独立途径生成NAD(P)H。推断出的EB唯一的低代谢通量主要涉及碳水化合物代谢。RB利用富含能量的化合物在核酸代谢中生成ATP。建模的验证数据包括蛋白质组学实验(模型基础)以及对选定代谢酶mRNA表达差异的qRT-PCR确认。这里全面提供了代谢建模。其对感染期间()代谢适应的详细见解和模型是未来研究有用的建模基础。