Sun Boyan, Yuan Jinhui, Zhang Xin, Ma Xiaoyu, Hao Zikai, Wang Luman, Li Yutong, Zhang Lingqiang, Li Leyuan
State Key Laboratory of Medical Proteomics, Beijing Proteome Research Center, National Center For Protein Sciences (Beijing), Beijing Institute of Lifeomics, Beijing, China.
Key Laboratory of Molecular Medicine and Biotherapy, The Ministry of Industry and Information Technology, School of Life Science, Beijing Institute of Technology, Beijing, China.
Proteomics. 2025 Jul 26:e70009. doi: 10.1002/pmic.70009.
The human gut microbiome exhibits characteristics of complex ecosystems, including the ability to resist and compete with exogenous species or communities. Understanding the microbiome response that emerges from such competitive interactions is crucial, particularly for applications like fecal microbiota transplantation (FMT), where the success of treatment largely depends on the outcome of these microbial competitions. During these processes, microbial communities undergo coalescence, a phenomenon where distinct microbial communities combine and interact, leading to complex ecological outcomes that are still being uncovered. In this study, we examined the coalescent dynamics of 10 different pairs of human gut microbiota by co-culturing the plateau-phase communities of individual samples in vitro, and highlighted the critical role of metaproteomics in elucidating the competitive dynamics of co-cultured human fecal samples. Results showed that microbiome changes observed after coalescent co-culture were not straightforwardly an approximate average of the initial taxonomic or functional compositions of the two samples. Instead, both coalescent microbiotas behaved as cohesive structures, influencing the competitive outcome toward one of them. Although co-cultured communities usually exhibited high degrees of taxonomic similarities to one of its parental samples, we found that 23% of the observed proteins still showed differential expression or abundance at the metaproteomic level. Interestingly, and somewhat counterintuitively, no specific microbial ecological characteristic could linearly determine which of the two initial microbiotas would act as the driving microbiota. Instead, we observed that the outcomes of the microbial co-cultures resembled a "rock-paper-scissors"-like dynamic. Through an analysis of co-colonizing species in such "rock-paper-scissors"-like triangle, we discovered that co-colonizing species that contributed to winning each between-community competition differed from one community pair to another. This suggests that no single species or function consistently dominates across all situations; instead, this involves more complex mechanisms, which require further in-depth investigation in future studies. Our findings demonstrate that the complex competitive interactions between microbial communities make predicting success through a single parameter challenging, whereas pre-co-culturing shows promise as an effective method for predicting outcomes in ecological therapies such as FMT. SUMMARY: This study underscores the critical importance of integrating metaproteomics with microbial systems ecology to gain a functional understanding of microbial coalescence. By addressing the ecological question of how two communities compete when they are brought into contact, we investigated the metaproteomic responses of pairs of coalescent co-cultured human gut microbiotas. Our results revealed significant insights: post-co-culture microbiota changes were not merely a simple average of the initial compositions but instead exhibited distinct shifts toward one of the original samples. Notably, due to the observed rock-paper-scissors-like cycle of winning, we argue that no single microbial ecological characteristic could straightforwardly predict which of the two samples would dominate as the driving microbiota. Overall, our findings suggest that during coalescence, microbial communities behave as cohesive structures both taxonomically and functionally, influencing competitive dynamics and ecosystem complexity, indicating that an in vitro coalescence pretest may help predict the success of therapies like FMT.
人类肠道微生物群具有复杂生态系统的特征,包括抵抗外源性物种或群落并与之竞争的能力。了解这种竞争性相互作用产生的微生物群反应至关重要,特别是对于粪便微生物群移植(FMT)等应用,治疗的成功很大程度上取决于这些微生物竞争的结果。在这些过程中,微生物群落会发生聚结,即不同的微生物群落结合并相互作用,导致仍有待发现的复杂生态结果。在本研究中,我们通过在体外共培养单个样本的平台期群落,研究了10对不同的人类肠道微生物群的聚结动力学,并强调了元蛋白质组学在阐明共培养人类粪便样本竞争动力学中的关键作用。结果表明,聚结合并培养后观察到的微生物群变化并非简单地是两个样本初始分类或功能组成的近似平均值。相反,两个聚结的微生物群都表现为有凝聚力的结构,影响竞争结果偏向其中之一。虽然共培养群落通常与其亲本样本之一在分类学上具有高度相似性,但我们发现,在元蛋白质组水平上,23%的观察到的蛋白质仍表现出差异表达或丰度。有趣的是,且有点违反直觉的是,没有特定的微生物生态特征可以线性地确定两个初始微生物群中哪一个将作为主导微生物群。相反,我们观察到微生物共培养的结果类似于“石头-剪刀-布”样的动态。通过分析这种“石头-剪刀-布”样三角形中的共定殖物种,我们发现导致在每个群落间竞争中获胜的共定殖物种在不同的群落对之间有所不同。这表明没有单一的物种或功能在所有情况下都始终占主导地位;相反,这涉及更复杂的机制,需要在未来的研究中进一步深入研究。我们的研究结果表明,微生物群落之间复杂的竞争相互作用使得通过单一参数预测成功具有挑战性,而预共培养显示出作为预测FMT等生态疗法结果的有效方法的前景。总结:本研究强调了将元蛋白质组学与微生物系统生态学相结合以从功能上理解微生物聚结的至关重要性。通过解决两个群落接触时如何竞争的生态问题,我们研究了聚结合并培养的人类肠道微生物群对的元蛋白质组反应。我们的结果揭示了重要的见解:共培养后微生物群的变化不仅仅是初始组成的简单平均值,而是朝着原始样本之一表现出明显的转变。值得注意的是,由于观察到类似“石头-剪刀-布”的获胜循环,我们认为没有单一的微生物生态特征可以直接预测两个样本中哪一个将作为主导微生物群占主导地位。总体而言,我们的研究结果表明,在聚结过程中,微生物群落在分类学和功能上都表现为有凝聚力的结构,影响竞争动力学和生态系统复杂性,表明体外聚结预测试可能有助于预测FMT等疗法的成功。