Poppe Jonas, Vieira-Silva Sara, Raes Jeroen, Verbeke Kristin, Falony Gwen
Translational Research in Gastrointestinal Disorders (TARGID), Department of Chronic Diseases and Metabolism, KU Leuven, Leuven, Belgium.
Institute of Medical Microbiology and Hygiene and Research Center for Immunotherapy (FZI), University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany.
Front Microbiol. 2023 Jul 24;14:1198903. doi: 10.3389/fmicb.2023.1198903. eCollection 2023.
fermentation strategies with fecal inocula are considered cost-effective methods to gain mechanistic insights into fecal microbiota community dynamics. However, all approaches have their limitations due to inherent differences with respect to the situation mimicked, introducing possible biases into the results obtained. Here, we aimed to systematically optimize fermentation conditions to minimize drift from the initial inoculum, limit growth of opportunistic colonizers, and maximize the effect of added fiber products (here pectin) when compared to basal medium fermentations. We evaluated the impact of varying starting cell density and medium nutrient concentration on these three outcomes, as well as the effect of inoculation with fresh vs. stored fecal samples. By combining GC-MS metabolite profiling and 16 s rRNA gene-based amplicon sequencing, we established that starting cell densities below 10 cells/ml opened up growth opportunities for members the family. This effect was exacerbated when using fecal samples that were stored frozen at -80°C. Overgrowth of resulted in lowered alpha-diversity and larger community drift, possibly confounding results obtained from fermentations in such conditions. Higher medium nutrient concentrations were identified as an additional factor contributing to inoculum community preservation, although the use of a less nutrient dense medium increased the impact of fiber product addition on the obtained metabolite profiles. Overall, our microbiome observations indicated that starting cell densities of 10 cells/ml limited opportunities for exponential growth, suppressing community biases, whilst metabolome incubations should preferably be carried out in a diluted medium to maximize the impact of fermentable substrates.
使用粪便接种物的发酵策略被认为是一种具有成本效益的方法,可用于深入了解粪便微生物群落动态的机制。然而,由于在模拟情况方面存在固有差异,所有方法都有其局限性,这可能会给所获得的结果带来偏差。在这里,我们旨在系统地优化发酵条件,以尽量减少与初始接种物的偏差,限制机会性定植菌的生长,并在与基础培养基发酵相比时,最大化添加纤维产品(此处为果胶)的效果。我们评估了不同起始细胞密度和培养基营养浓度对这三个结果的影响,以及新鲜粪便样本与储存粪便样本接种的效果。通过结合气相色谱-质谱代谢物谱分析和基于16s rRNA基因的扩增子测序,我们确定起始细胞密度低于10个细胞/毫升为该家族成员提供了生长机会。当使用在-80°C冷冻保存的粪便样本时,这种影响会加剧。的过度生长导致α多样性降低和群落偏差增大,这可能会混淆在这种条件下发酵获得的结果。较高的培养基营养浓度被确定为有助于接种物群落保存的另一个因素,尽管使用营养密度较低的培养基会增加纤维产品添加对所获得代谢物谱的影响。总体而言,我们的微生物组观察表明,10个细胞/毫升的起始细胞密度限制了指数生长的机会,抑制了群落偏差,而代谢组培养最好在稀释培养基中进行,以最大化可发酵底物的影响。