Aguilar-Salinas Bernardo, Olmedo-Álvarez Gabriela
Departamento de Ingeniería Genética, Unidad Irapuato, Centro de Investigación y de Estudios Avanzados del IPN, Irapuato, Mexico.
Front Microbiol. 2023 Jun 2;14:1057883. doi: 10.3389/fmicb.2023.1057883. eCollection 2023.
Microbial communities can be considered complex adaptive systems. Understanding how these systems arise from different components and how the dynamics of microbial interactions allow for species coexistence are fundamental questions in ecology. To address these questions, we built a three-species synthetic community, called BARS (Bacillota A + S + R). Each species in this community exhibits one of three ecological roles: Antagonistic, Sensitive, or Resistant, assigned in the context of a sediment community. We show that the BARS community reproduces features of complex communities and exhibits higher-order interaction (HOI) dynamics. In paired interactions, the majority of the S species ( 20a) population dies within 5 min when paired with the A species ( 145). However, an emergent property appears upon adding the third interactor, as antagonism of species A over S is not observed in the presence of the R species ( 111). For the paired interaction, within the first 5 min, the surviving population of the S species acquires tolerance to species A, and species A ceases antagonism. This qualitative change reflects endogenous dynamics leading to the expression for tolerance to an antagonistic substance. The stability reached in the triple interaction exhibits a nonlinear response, highly sensitive to the density of the R species. In summary, our HOI model allows the study of the assembly dynamics of a three-species community and evaluating the immediate outcome within a 30 min frame. The BARS has features of a complex system where the paired interactions do not predict the community dynamics. The model is amenable to mechanistic dissection and to modeling how the parts integrate to achieve collective properties.
微生物群落可被视为复杂适应系统。理解这些系统如何由不同组分产生,以及微生物相互作用的动态过程如何实现物种共存,是生态学中的基本问题。为解决这些问题,我们构建了一个名为BARS(芽孢杆菌纲A+S+R)的三物种合成群落。该群落中的每个物种都表现出三种生态角色之一:拮抗型、敏感型或抗性型,这些角色是在沉积物群落背景下确定的。我们表明,BARS群落再现了复杂群落的特征,并展现出高阶相互作用(HOI)动态。在成对相互作用中,当S物种(20a)与A物种(145)配对时,其大部分种群在5分钟内死亡。然而,加入第三个相互作用者后会出现一种涌现特性,因为在存在R物种(111)的情况下未观察到A物种对S物种的拮抗作用。对于成对相互作用,在前5分钟内,S物种的存活种群获得了对A物种的耐受性,且A物种停止了拮抗作用。这种定性变化反映了导致对拮抗物质耐受性表达的内源性动态。三重相互作用中达到的稳定性表现出非线性响应,对R物种的密度高度敏感。总之,我们的HOI模型允许研究三物种群落的组装动态,并在30分钟的时间框架内评估即时结果。BARS具有复杂系统的特征,其中成对相互作用无法预测群落动态。该模型适合进行机理剖析,并可用于模拟各部分如何整合以实现集体特性。