Department of Microbiology, University of Tennessee-Knoxville, Knoxville, Tennessee, USA.
UT-ORNL Graduate School of Genome Science and Technology, University of Tennessee-Knoxville, Knoxville, Tennessee, USA.
mSystems. 2022 Jun 28;7(3):e0031222. doi: 10.1128/msystems.00312-22. Epub 2022 May 11.
Microbial symbiosis drives physiological processes of higher-order systems, including the acquisition and consumption of nutrients that support symbiotic partner reproduction. Metabolic analytics provide new avenues to examine how chemical ecology, or the conversion of existing biomass to new forms, changes over a symbiotic life cycle. We applied these approaches to the nematode Steinernema carpocapsae, its mutualist bacterium, Xenorhabdus nematophila, and the insects they infect. The nematode-bacterium pair infects, kills, and reproduces in an insect until nutrients are depleted. To understand the conversion of insect biomass over time into either nematode or bacterium biomass, we integrated information from trophic, metabolomic, and gene regulation analyses. Trophic analysis established bacteria as meso-predators and primary insect consumers. Nematodes hold a trophic position of 4.6, indicative of an apex predator, consuming bacteria and likely other nematodes. Metabolic changes associated with Galleria mellonella insect bioconversion were assessed using multivariate statistical analyses of metabolomics data sets derived from sampling over an infection time course. Statistically significant, discrete phases were detected, indicating the insect chemical environment changes reproducibly during bioconversion. A novel hierarchical clustering method was designed to probe molecular abundance fluctuation patterns over time, revealing distinct metabolite clusters that exhibit similar abundance shifts across the time course. Composite data suggest bacterial tryptophan and nematode kynurenine pathways are coordinated for reciprocal exchange of tryptophan and NAD and for synthesis of intermediates that can have complex effects on bacterial phenotypes and nematode behaviors. Our analysis of pathways and metabolites reveals the chemistry underlying the recycling of organic material during carnivory. The processes by which organic life is consumed and reborn in a complex ecosystem were investigated through a multiomics approach applied to the tripartite bacterium- nematode- insect symbiosis. Trophic analyses demonstrate the primary consumers of the insect are the bacteria, and the nematode in turn consumes the bacteria. This suggests the mutualism is a form of agriculture in which the nematode cultivates the bacterial food sources by inoculating them into insect hosts. Metabolomics analysis revealed a shift in biological material throughout progression of the life cycle: active infection, insect death, and conversion of cadaver tissues into bacterial biomass and nematode tissue. We show that each phase of the life cycle is metabolically distinct, with significant differences including those in the tricarboxylic acid cycle and amino acid pathways. Our findings demonstrate that symbiotic life cycles can be defined by reproducible stage-specific chemical signatures, enhancing our broad understanding of metabolic processes that underpin a three-way symbiosis.
微生物共生关系驱动着更高阶系统的生理过程,包括获取和消耗营养物质,以支持共生伙伴的繁殖。代谢分析为研究化学生态学提供了新途径,即现有生物量向新形式的转化,如何在共生生命周期中发生变化。我们将这些方法应用于线虫 Steinernema carpocapsae、其共生细菌 Xenorhabdus nematophila 以及它们感染的昆虫。线虫-细菌对感染、杀死和繁殖昆虫,直到营养物质耗尽。为了了解昆虫生物量随时间转化为线虫或细菌生物量的过程,我们整合了营养、代谢组学和基因调控分析的信息。营养分析确定细菌是中型捕食者和主要昆虫消费者。线虫的营养位置为 4.6,表明是顶级捕食者,消耗细菌,可能还有其他线虫。使用从感染时间过程中采样的代谢组学数据集的多变量统计分析来评估与 Galleria mellonella 昆虫生物转化相关的代谢变化。检测到统计学上显著的离散阶段,表明昆虫的化学环境在生物转化过程中可重复地发生变化。设计了一种新颖的层次聚类方法来探测随时间的分子丰度波动模式,揭示了在整个时间过程中表现出相似丰度变化的独特代谢物簇。综合数据表明,细菌色氨酸和线虫犬尿氨酸途径相互协调,用于色氨酸和 NAD 的相互交换,以及合成可能对细菌表型和线虫行为产生复杂影响的中间产物。我们对途径和代谢物的分析揭示了在肉食性动物中有机物质循环利用的化学基础。通过应用于三方细菌-线虫-昆虫共生关系的多组学方法,研究了有机生命在复杂生态系统中被消耗和重生的过程。营养分析表明,昆虫的主要消费者是细菌,而线虫反过来又消耗细菌。这表明这种共生关系是一种农业形式,线虫通过将细菌接种到昆虫宿主中来培育细菌食物来源。代谢组学分析显示,在生命周期的进展过程中,生物材料发生了转变:活性感染、昆虫死亡以及将尸体组织转化为细菌生物量和线虫组织。我们表明,生命周期的每个阶段在代谢上都是不同的,差异显著,包括三羧酸循环和氨基酸途径。我们的研究结果表明,共生生命周期可以通过可重复的特定阶段的化学特征来定义,这增强了我们对支持三方共生关系的代谢过程的广泛理解。