Aranda-Díaz Andrés, Willis Lisa, Nguyen Taylor H, Ho Po-Yi, Vila Jean, Thomsen Tani, Chavez Taylor, Yan Rose, Yu Feiqiao Brian, Neff Norma, Sanchez Alvaro, Estrela Sylvie, Huang Kerwyn Casey
bioRxiv. 2023 Jan 14:2023.01.13.523996. doi: 10.1101/2023.01.13.523996.
Diet can impact host health through changes to the gut microbiota, yet we lack mechanistic understanding linking nutrient availability and microbiota composition. Here, we use thousands of microbial communities cultured from human feces to uncover simple assembly rules and develop a predictive model of community composition upon addition of single nutrients from central carbon metabolism to a complex medium. Community membership was largely determined by the donor feces, whereas relative abundances were determined by the supplemental carbon source. The absolute abundance of most taxa was independent of the supplementing nutrient, due to the ability of fast-growing organisms to quickly exhaust their niche in the complex medium and then exploit and monopolize the supplemental carbon source. Relative abundances of dominant taxa could be predicted from the nutritional preferences and growth dynamics of species in isolation, and exceptions were consistent with strain-level variation in growth capabilities. Our study reveals that community assembly follows simple rules of nutrient utilization dynamics and provides a predictive framework for manipulating gut commensal communities through nutritional perturbations.
饮食可通过改变肠道微生物群来影响宿主健康,但我们缺乏将营养物质可用性与微生物群组成联系起来的机制理解。在此,我们使用从人类粪便中培养的数千个微生物群落,以揭示简单的组装规则,并建立一个预测模型,用于预测在向复杂培养基中添加中心碳代谢的单一营养物质后群落的组成。群落成员主要由供体粪便决定,而相对丰度则由补充碳源决定。由于快速生长的生物体能够在复杂培养基中迅速耗尽其生态位,然后利用并独占补充碳源,大多数分类群的绝对丰度与补充营养物质无关。优势分类群的相对丰度可以根据分离物种的营养偏好和生长动态来预测,而例外情况与生长能力的菌株水平变异一致。我们的研究表明,群落组装遵循营养物质利用动态的简单规则,并为通过营养扰动操纵肠道共生群落提供了一个预测框架。