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, <i>n</i> = 125). Interestingly, methanogen archaeas exhibited the strongest positive associations with cognition, particularly <i>Methanobrevibacter smithii</i> (<i>M. smithii</i>). 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). 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. <i>M. smithii</i> 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.

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Publication Details

Journal
Gut Microbes
Published
2025-02-05
DOI
https://doi.org/10.1080/19490976.2025.2455506
Citations
14
Primary Topic
Gut microbiota and health
Type
article
Field-Weighted Citation Impact
11.28

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article

Archaea methanogens are associated with cognitive performance through the shaping of gut microbiota, butyrate and histidine metabolism

Andrés Moyá, Jonathan R. Swann, Rafaël Maldonado, Josep Puig et al.
14 citations
Gut Microbes
Gut microbiota and health
11.28
article

Archaea methanogens are associated with cognitive performance through the shaping of gut microbiota, butyrate and histidine metabolism

Andrés Moyá, Jonathan R. Swann, Rafaël Maldonado, Josep Puig, Josep Garre‐Olmo, Elena Martín‐García, Vicente Pérez‐Brocal, Rafel Ramos, Anna Castells‐Nobau, Jordi Mayneris‐Perxachs, Lluís Ramió‐Torrentà, Dakshat Trivedi, José Manuel Fernández‐Real, Andrea Fumagalli
article en
14 citations

Abstract

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, <i>n</i> = 125). Interestingly, methanogen archaeas exhibited the strongest positive associations with cognition, particularly <i>Methanobrevibacter smithii</i> (<i>M. smithii</i>). 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). 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. <i>M. smithii</i> 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.

Gut MicrobesVol. 17(1)
Consejo Superior de Investigaciones Científicas (ES), Universitat de València (ES), Universitat Pompeu Fabra (ES), Universitat de Girona (ES), Instituto de Salud Carlos III (ES), Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunitat Valenciana (ES), Centre for Biomedical Network Research on Rare Diseases (ES), Institut d'Investigació Biomèdica de Girona (ES), Hospital Del Mar (ES), Institute for Integrative Systems Biology (ES), Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (ES), Hospital Universitari de Girona Doctor Josep Trueta (ES), Hospital del Mar Research Institute (ES), Parque Sanitario Pere Virgili (ES), Medical Research Network (US), University of Southampton (GB)
Ministerio de Ciencia, Innovación y Universidades, European Commission, Biotechnology and Biological Sciences Research Council, Instituto de Salud Carlos III, European Regional Development Fund, Agencia Estatal de Investigación
Zero hunger
Openalex Percentile: Top 1%
Gut microbiota and health
11.28
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