Li Leyuan, Ryan James, Ning Zhibin, Zhang Xu, Mayne Janice, Lavallée-Adam Mathieu, Stintzi Alain, Figeys Daniel
Department of Biochemistry, Microbiology and Immunology, Ottawa Institute of Systems Biology, Faculty of Medicine, University of Ottawa, Ottawa, Canada.
Canadian Institute for Advanced Research, Toronto, Canada.
Comput Struct Biotechnol J. 2020 Nov 28;18:3833-3842. doi: 10.1016/j.csbj.2020.10.042. eCollection 2020.
Resistant starches (RS) are dietary compounds processed by the gut microbiota into metabolites, such as butyrate, that are beneficial to the host. The production of butyrate by the microbiome appears to be affected by the plant source and type of RS as well as the individual's microbiota. In this study, we used culture and metaproteomic methods to explore individual microbiome's functional responses to RS2 (enzymatically-resistant starch), RS3 (retrograded starch) and RS4 (chemically-modified starch). Results showed that RS2 and RS3 significantly altered the protein expressions in the individual gut microbiomes, while RS4 did not result in significant protein changes. Significantly elevated protein groups were enriched in carbohydrate metabolism and transport functions of families Eubacteriaceae, Lachnospiraceae and Ruminococcaceae. In addition, Bifidobacteriaceae was significantly increased in response to RS3. We also observed taxon-specific enrichments of starch metabolism and pentose phosphate pathways corresponding to this family. Functions related to starch utilization, ABC transporters and pyruvate metabolism pathways were consistently increased in the individual microbiomes in response to RS2 and RS3. Given that these taxon-specific responses depended on the type of carbohydrate sources, we constructed a functional ecological network to gain a system-level insight of functional organization. Our results suggest that while some microbes tend to be functionally independent, there are subsets of microbes that are functionally co-regulated by environmental changes, potentially by alterations of trophic interactions.
抗性淀粉(RS)是一类膳食化合物,可被肠道微生物群加工成代谢产物,如丁酸盐,对宿主有益。微生物群产生丁酸盐的过程似乎受RS的植物来源和类型以及个体微生物群的影响。在本研究中,我们使用培养和宏蛋白质组学方法,探究个体微生物群对RS2(酶抗性淀粉)、RS3(回生淀粉)和RS4(化学改性淀粉)的功能反应。结果显示,RS2和RS3显著改变了个体肠道微生物群中的蛋白质表达,而RS4未导致显著的蛋白质变化。显著上调的蛋白质组在真杆菌科、毛螺菌科和瘤胃球菌科的碳水化合物代谢和转运功能中富集。此外,双歧杆菌科对RS3的反应显著增加。我们还观察到与该科相对应的淀粉代谢和磷酸戊糖途径的分类群特异性富集。在个体微生物群中,与淀粉利用、ABC转运蛋白和丙酮酸代谢途径相关的功能对RS2和RS3的反应持续增加。鉴于这些分类群特异性反应取决于碳水化合物来源的类型,我们构建了一个功能生态网络,以从系统层面深入了解功能组织。我们的结果表明,虽然一些微生物在功能上倾向于独立,但也有一部分微生物在功能上受环境变化(可能是营养相互作用的改变)共同调节。