Andrea Fumagalli, Anna Castells-Nobau, Dakshat Trivedi, Josep Garre-Olmo, Josep Puig, Rafel Ramos, Lluís Ramió-Torrentà, Vicente Pérez-Brocal, Andrés Moya, Jonathan Swann, Elena Martin-Garcia, Rafael Maldonado, José Manuel Fernández-Real, Jordi Mayneris-Perxachs
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Stratifying individuals by median-centered log ratios (CLR) of <i>M. smithii</i> (low and high <i>M. smithii</i> groups: LMs and HMs) revealed that HMs exhibited better cognition and distinct gut bacterial profiles (PERMANOVA <i>p</i> = 0.001), characterized by increased levels of Verrucomicrobia, Synergistetes and Lentisphaerae species and reduced levels of Bacteroidetes and Proteobacteria. Several of these species were linked to the cognitive test scores. These findings were replicated in a large-scale validation cohort (Aging Imageomics, <i>n</i> = 942). Functional analyses revealed an enrichment of energy, butyrate, and bile acid metabolism in HMs in both cohorts. Global plasma metabolomics by CIL LC-MS in IRONMET identified an enrichment of methylhistidine, phenylacetate, alpha-linolenic and linoleic acid, and secondary bile acid metabolism associated with increased levels of 3-methylhistidine, phenylacetylgluamine, adrenic acid, and isolithocholic acid in the HMs group. Phenylacetate and linoleic acid metabolism also emerged in the Aging Imageomics cohort performing untargeted HPLC-ESI-MS/MS metabolic profiling, while a targeted bile acid profiling identified again isolithocholic acid as one of the most significant bile acid increased in the HMs. 3-Methylhistidine levels were also associated with intense physical activity in a second validation cohort (IRONMET-CGM, <i>n</i> = 116). 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引用次数: 0
摘要
细菌、认知功能和肥胖之间的关系已经确立,但古细菌物种的作用仍未得到充分探索。我们使用散弹枪宏基因组学和神经心理学测试来鉴定与认知相关的微生物物种(IRONMET, n = 125)。有趣的是,产甲烷菌古菌表现出与认知最强的正相关,尤其是史密斯甲烷预菌(M. smithii)。通过中位中心对数比(CLR)对个体进行分层(低和高M. smithii组:LMs和HMs)发现,HMs表现出更好的认知能力和独特的肠道细菌特征(PERMANOVA p = 0.001),其特征是Verrucomicrobia, Synergistetes和Lentisphaerae物种水平增加,Bacteroidetes和Proteobacteria水平降低。其中一些物种与认知测试分数有关。这些发现在大规模验证队列中得到了重复(Aging Imageomics, n = 942)。功能分析显示,在两个队列中,HMs的能量、丁酸和胆汁酸代谢都丰富。在IRONMET中使用CIL LC-MS进行全球血浆代谢组学鉴定,在HMs组中,甲基组氨酸、苯乙酸、α -亚麻酸和亚油酸的富集,以及与3-甲基组氨酸、苯乙酰谷氨酰胺、肾上腺酸和异胆酸水平升高相关的次级胆酸代谢。在进行非靶向HPLC-ESI-MS/MS代谢谱分析的Aging Imageomics队列中也出现了苯乙酸酯和亚油酸代谢,而靶向胆酸谱分析再次确定异石胆酸是HMs中最显著的胆酸之一。在第二个验证队列(IRONMET-CGM, n = 116)中,3-甲基组氨酸水平也与高强度体力活动相关。最后,来自HMs供体的FMT改善了受体小鼠的认知灵活性,减轻了体重,并改变了背纹状体中scfa、组氨酸、亚油酸和苯丙氨酸相关代谢物。m.s smithii似乎与细菌生态系统相互作用,影响丁酸盐、组氨酸、苯丙氨酸和亚油酸的代谢,对认知产生积极影响,构成了一个有希望的治疗靶点,以提高认知能力,特别是在肥胖受试者中。
Archaea methanogens are associated with cognitive performance through the shaping of gut microbiota, butyrate and histidine metabolism.
The relationship between bacteria, cognitive function and obesity is well established, yet the role of archaeal species remains underexplored. We used shotgun metagenomics and neuropsychological tests to identify microbial species associated with cognition in a discovery cohort (IRONMET, n = 125). Interestingly, methanogen archaeas exhibited the strongest positive associations with cognition, particularly Methanobrevibacter smithii (M. smithii). Stratifying individuals by median-centered log ratios (CLR) of M. smithii (low and high M. smithii groups: LMs and HMs) revealed that HMs exhibited better cognition and distinct gut bacterial profiles (PERMANOVA p = 0.001), characterized by increased levels of Verrucomicrobia, Synergistetes and Lentisphaerae species and reduced levels of Bacteroidetes and Proteobacteria. Several of these species were linked to the cognitive test scores. These findings were replicated in a large-scale validation cohort (Aging Imageomics, n = 942). Functional analyses revealed an enrichment of energy, butyrate, and bile acid metabolism in HMs in both cohorts. Global plasma metabolomics by CIL LC-MS in IRONMET identified an enrichment of methylhistidine, phenylacetate, alpha-linolenic and linoleic acid, and secondary bile acid metabolism associated with increased levels of 3-methylhistidine, phenylacetylgluamine, adrenic acid, and isolithocholic acid in the HMs group. Phenylacetate and linoleic acid metabolism also emerged in the Aging Imageomics cohort performing untargeted HPLC-ESI-MS/MS metabolic profiling, while a targeted bile acid profiling identified again isolithocholic acid as one of the most significant bile acid increased in the HMs. 3-Methylhistidine levels were also associated with intense physical activity in a second validation cohort (IRONMET-CGM, n = 116). Finally, FMT from HMs donors improved cognitive flexibility, reduced weight, and altered SCFAs, histidine-, linoleic acid- and phenylalanine-related metabolites in the dorsal striatum of recipient mice. M. smithii seems to interact with the bacterial ecosystem affecting butyrate, histidine, phenylalanine, and linoleic acid metabolism with a positive impact on cognition, constituting a promising therapeutic target to enhance cognitive performance, especially in subjects with obesity.
期刊介绍:
The intestinal microbiota plays a crucial role in human physiology, influencing various aspects of health and disease such as nutrition, obesity, brain function, allergic responses, immunity, inflammatory bowel disease, irritable bowel syndrome, cancer development, cardiac disease, liver disease, and more.
Gut Microbes serves as a platform for showcasing and discussing state-of-the-art research related to the microorganisms present in the intestine. The journal emphasizes mechanistic and cause-and-effect studies. Additionally, it has a counterpart, Gut Microbes Reports, which places a greater focus on emerging topics and comparative and incremental studies.