School of Biological and Population Health Sciences, Oregon State University, Corvallis, OR 97331, USA.
Linus Pauling Institute, Oregon State University, Corvallis, OR 97331, USA.
Nutrients. 2022 Dec 22;15(1):42. doi: 10.3390/nu15010042.
Brassica vegetables contain a multitude of bioactive compounds that prevent and suppress cancer and promote health. Evidence suggests that the gut microbiome may be essential in the production of these compounds; however, the relationship between specific microbes and the abundance of metabolites produced during cruciferous vegetable digestion are still unclear. We utilized an ex vivo human fecal incubation model with in vitro digested broccoli sprouts (Broc), Brussels sprouts (Brus), a combination of the two vegetables (Combo), or a negative control (NC) to investigate microbial metabolites of cruciferous vegetables. We conducted untargeted metabolomics on the fecal cultures by LC-MS/MS and completed 16S rRNA gene sequencing. We identified 72 microbial genera in our samples, 29 of which were significantly differentially abundant between treatment groups. A total of 4499 metabolomic features were found to be significantly different between treatment groups (q ≤ 0.05, fold change > 2). Chemical enrichment analysis revealed 45 classes of compounds to be significantly enriched by brassicas, including long-chain fatty acids, coumaric acids, and peptides. Multi-block PLS-DA and a filtering method were used to identify microbe−metabolite interactions. We identified 373 metabolites from brassica, which had strong relationships with microbes, such as members of the family Clostridiaceae and genus Intestinibacter, that may be microbially derived.
十字花科蔬菜含有多种生物活性化合物,可预防和抑制癌症,促进健康。有证据表明,肠道微生物组可能在这些化合物的产生中至关重要;然而,特定微生物与十字花科蔬菜消化过程中产生的代谢物丰度之间的关系尚不清楚。我们利用体外消化的西兰花芽(Broc)、抱子甘蓝(Brus)、两种蔬菜的组合(Combo)或阴性对照(NC)的体外消化物的体外粪便孵育模型,研究十字花科蔬菜的微生物代谢物。我们通过 LC-MS/MS 对粪便培养物进行非靶向代谢组学分析,并完成了 16S rRNA 基因测序。我们在样本中鉴定出 72 个微生物属,其中 29 个在处理组之间存在显著差异丰度。共有 4499 个代谢物特征在处理组之间存在显著差异(q ≤ 0.05,倍数变化 > 2)。化学富集分析显示,45 类化合物被 Brassicas 显著富集,包括长链脂肪酸、香豆素酸和肽。多块 PLS-DA 和过滤方法用于鉴定微生物-代谢物相互作用。我们从 Brassica 中鉴定出 373 种与微生物密切相关的代谢物,如梭菌科和 Intestinibacter 属的成员,这些代谢物可能是微生物衍生的。