Yin Qi, da Silva Ana C, Zorrilla Francisco, Almeida Ana S, Patil Kiran R, Almeida Alexandre
Department of Veterinary Medicine, University of Cambridge, Cambridge, UK.
College of Public Health, Chongqing Medical University, Chongqing, China.
Nat Microbiol. 2025 Feb;10(2):541-553. doi: 10.1038/s41564-024-01912-6. Epub 2025 Jan 10.
Gut bacteria from the Enterobacteriaceae family are a major cause of opportunistic infections worldwide. Given their prevalence among healthy human gut microbiomes, interspecies interactions may play a role in modulating infection resistance. Here we uncover global ecological patterns linked to Enterobacteriaceae colonization and abundance by leveraging a large-scale dataset of 12,238 public human gut metagenomes spanning 45 countries. Machine learning analyses identified a robust gut microbiome signature associated with Enterobacteriaceae colonization status, consistent across health states and geographic locations. We classified 172 gut microbial species as co-colonizers and 135 as co-excluders, revealing a genus-wide signal of colonization resistance within Faecalibacterium and strain-specific co-colonization patterns of the underexplored Faecalimonas phoceensis. Co-exclusion is linked to functions involved in short-chain fatty acid production, iron metabolism and quorum sensing, while co-colonization is linked to greater functional diversity and metabolic resemblance to Enterobacteriaceae. Our work underscores the critical role of the intestinal environment in the colonization success of gut-associated opportunistic pathogens with implications for developing non-antibiotic therapeutic strategies.
肠杆菌科的肠道细菌是全球机会性感染的主要原因。鉴于它们在健康人类肠道微生物群中普遍存在,种间相互作用可能在调节抗感染能力方面发挥作用。在这里,我们通过利用来自45个国家的12238个公共人类肠道宏基因组的大规模数据集,揭示了与肠杆菌科定植和丰度相关的全球生态模式。机器学习分析确定了一个与肠杆菌科定植状态相关的强大的肠道微生物群特征,在不同健康状态和地理位置上保持一致。我们将172种肠道微生物物种分类为共定植菌,135种为共排除菌,揭示了粪杆菌属内全属范围的定植抗性信号以及未充分研究的福氏粪单胞菌的菌株特异性共定植模式。共排除与短链脂肪酸产生、铁代谢和群体感应所涉及的功能有关,而共定植则与更大的功能多样性以及与肠杆菌科的代谢相似性有关。我们的工作强调了肠道环境在肠道相关机会性病原体定植成功中的关键作用,这对开发非抗生素治疗策略具有重要意义。