Pascual-García Alberto, Schwartzman Julia, Enke Tim N, Iffland-Stettner Arion, Cordero Otto X, Bonhoeffer Sebastian
Institute of Integrative Biology, Eidgenössische Technische Hochschule (ETH)-Zürich, Zurich, Switzerland.
Department of Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, MA, United States.
Front Microbiol. 2022 Jun 23;13:812116. doi: 10.3389/fmicb.2022.812116. eCollection 2022.
Particulate organic matter (POM) in the ocean sustains diverse communities of bacteria that mediate the remineralization of organic complex matter. However, the variability of these particles and of the environmental conditions surrounding them present a challenge to the study of the ecological processes shaping particle-associated communities and their function. In this work, we utilize data from experiments in which coastal water communities are grown on synthetic particles to ask which are the most important ecological drivers of their assembly and associated traits. Combining 16S rRNA amplicon sequencing with shotgun metagenomics, together with an analysis of the full genomes of a subset of isolated strains, we were able to identify two-to-three distinct community classes, corresponding to early vs. late colonizers. We show that these classes are shaped by environmental selection (early colonizers) and facilitation (late colonizers) and find distinctive traits associated with each class. While early colonizers have a larger proportion of genes related to the uptake of nutrients, motility, and environmental sensing with few pathways enriched for metabolism, late colonizers devote a higher proportion of genes for metabolism, comprising a wide array of different pathways including the metabolism of carbohydrates, amino acids, and xenobiotics. Analysis of selected pathways suggests the existence of a trophic-chain topology connecting both classes for nitrogen metabolism, potential exchange of branched chain amino acids for late colonizers, and differences in bacterial doubling times throughout the succession. The interpretation of these traits suggests a distinction between early and late colonizers analogous to other classifications found in the literature, and we discuss connections with the classical distinction between r- and K-strategists.
海洋中的颗粒有机物(POM)维持着多样的细菌群落,这些细菌介导有机复杂物质的再矿化。然而,这些颗粒及其周围环境条件的变异性给研究塑造与颗粒相关群落及其功能的生态过程带来了挑战。在这项工作中,我们利用沿海海水群落生长在合成颗粒上的实验数据,来探究哪些是其组装和相关特征的最重要生态驱动因素。我们将16S rRNA扩增子测序与鸟枪法宏基因组学相结合,并对一部分分离菌株的全基因组进行分析,从而能够识别出两到三种不同的群落类别,分别对应早期和晚期定殖者。我们表明,这些类别是由环境选择(早期定殖者)和促进作用(晚期定殖者)塑造的,并发现了与每个类别相关的独特特征。早期定殖者具有较大比例与营养物质摄取、运动性和环境感知相关的基因,很少有代谢途径得到富集;而晚期定殖者则将更高比例的基因用于代谢,包括碳水化合物、氨基酸和异生物质代谢等广泛的不同途径。对选定途径的分析表明,存在一种营养链拓扑结构,将两类定殖者在氮代谢方面联系起来,晚期定殖者可能存在支链氨基酸的交换,并且在整个演替过程中细菌倍增时间存在差异。对这些特征的解读表明,早期和晚期定殖者之间存在区别,类似于文献中发现的其他分类,我们还讨论了与r策略者和K策略者之间经典区别的联系。