Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, TX, USA.
Department of Nutrition, Texas A&M University, College Station, TX, USA.
Microb Cell Fact. 2020 Nov 30;19(1):219. doi: 10.1186/s12934-020-01463-5.
Diet, loss of aryl hydrocarbon receptor (AhR) expression and their modification of the gut microbiota community composition and its metabolites affect the development of colorectal cancer (CRC). However, the concordance between fecal microbiota composition and the fecal metabolome is poorly understood. Mice with specific AhR deletion (AhRKO) in intestinal epithelial cell and their wild-type littermates were fed a low-fat diet or a high-fat diet. Shifts in the fecal microbiome and metabolome associated with diet and loss of AhR expression were assessed. Microbiome and metabolome data were integrated to identify specific microbial taxa that contributed to the observed metabolite shifts.
Our analysis shows that diet has a more pronounced effect on mouse fecal microbiota composition than the impact of the loss of AhR. In contrast, metabolomic analysis showed that the loss of AhR in intestinal epithelial cells had a more pronounced effect on metabolite profile compared to diet. Integration analysis of microbiome and metabolome identified unclassified Clostridiales, unclassified Desulfovibrionaceae, and Akkermansia as key contributors to the synthesis and/or utilization of tryptophan metabolites.
Akkermansia are likely to contribute to the synthesis and/or degradation of tryptophan metabolites. Our study highlights the use of multi-omic analysis to investigate the relationship between the microbiome and metabolome and identifies possible taxa that can be targeted to manipulate the microbiome for CRC treatment.
饮食、芳香烃受体(AhR)表达的丧失及其对肠道微生物群落组成和代谢产物的修饰,都会影响结直肠癌(CRC)的发生。然而,粪便微生物群落组成与粪便代谢组之间的一致性尚不清楚。本研究构建了肠道上皮细胞特异性 AhR 缺失(AhRKO)小鼠及其野生型同窝仔鼠,分别喂食低脂饮食或高脂饮食,评估与饮食和 AhR 表达丧失相关的粪便微生物群和代谢组的变化。整合微生物组和代谢组数据,以确定导致观察到的代谢物变化的特定微生物类群。
我们的分析表明,饮食对小鼠粪便微生物群落组成的影响比 AhR 缺失的影响更为显著。相比之下,代谢组学分析表明,与饮食相比,肠道上皮细胞中 AhR 的缺失对代谢物谱的影响更为显著。微生物组和代谢组的整合分析确定未分类的梭状芽胞杆菌和未分类的脱硫弧菌以及阿克曼氏菌是色氨酸代谢物合成和/或利用的关键贡献者。
阿克曼氏菌可能有助于色氨酸代谢物的合成和/或降解。本研究强调了使用多组学分析来研究微生物组和代谢组之间的关系,并确定了可能成为针对 CRC 治疗的微生物组操纵目标的特定分类群。