Clegg Tom, Gross Thilo
Helmholtz Institute for Functional Marine Biodiversity at the University of Oldenburg, Oldenburg 26129, Germany.
Alfred Wegner institute, Bremerhaven 27570, Germany.
Proc Natl Acad Sci U S A. 2025 May 13;122(19):e2425603122. doi: 10.1073/pnas.2425603122. Epub 2025 May 6.
A key unresolved question in microbial ecology is how the extraordinary diversity of microbiomes emerges from the interactions among their many functionally distinct populations. This process is driven in part by the cross-feeding networks that help to structure these systems, in which consumers use resources to fuel their metabolism, creating by-products which can be used by others in the community. Understanding the effects of cross-feeding presents a major challenge, as it creates complex interdependencies between populations which can be hard to untangle. We address this problem using the tools of network science to develop a structural microbial community model. Using methods from percolation theory, we identify feasible community states for cross-feeding network structures in which the needs of consumers are met by metabolite production across the community. We identify tipping points at which small changes in structure can cause the catastrophic collapse of cross-feeding networks and abrupt declines in microbial community diversity. Our results are an example of a well-defined tipping point in a complex ecological system and provide insight into the fundamental processes shaping microbiomes and their robustness. We further demonstrate this by considering how network attacks affect community diversity and apply our results to show how the apparent difficulty in culturing the microbial diversity emerges as an inherent property of their cross-feeding networks.
微生物生态学中一个关键的未解决问题是,微生物群落的非凡多样性是如何从其众多功能不同的种群之间的相互作用中产生的。这一过程部分由交叉喂养网络驱动,这些网络有助于构建这些系统,其中消费者利用资源来推动其新陈代谢,产生的副产品可供群落中的其他成员使用。理解交叉喂养的影响是一项重大挑战,因为它在种群之间创造了复杂的相互依存关系,难以理清。我们使用网络科学工具来解决这个问题,以开发一个结构化的微生物群落模型。利用渗流理论的方法,我们确定了交叉喂养网络结构的可行群落状态,其中群落中代谢物的产生满足了消费者的需求。我们确定了临界点,在这些临界点上,结构的微小变化可能导致交叉喂养网络的灾难性崩溃以及微生物群落多样性的突然下降。我们的结果是复杂生态系统中一个明确定义的临界点的例子,并为塑造微生物群落及其稳健性的基本过程提供了见解。我们通过考虑网络攻击如何影响群落多样性进一步证明了这一点,并应用我们的结果来展示培养微生物多样性的明显困难是如何作为其交叉喂养网络的固有属性出现的。