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

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

archaea, cognition, cognitive flexibility, executive function, Microbiota
1949-0976
Fumagalli, Andrea
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Castells-Nobau, Anna
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Trivedi, Dakshat
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Garre-Olmo, Josep
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Puig, Josep
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Ramos, Rafel
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Ramió-Torrentà, Lluís
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Pérez-Brocal, Vicente
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Moya, Andrés
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Swann, Jonathan
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Martin-Garcia, Elena
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Maldonado, Rafael
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Fernández-Real, José Manuel
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Mayneris-Perxachs, Jordi
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Fumagalli, Andrea
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Castells-Nobau, Anna
c5f9587b-df28-4334-b7df-01810d13463b
Trivedi, Dakshat
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Garre-Olmo, Josep
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Puig, Josep
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Ramos, Rafel
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Ramió-Torrentà, Lluís
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Pérez-Brocal, Vicente
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Moya, Andrés
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Swann, Jonathan
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Martin-Garcia, Elena
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Maldonado, Rafael
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Fernández-Real, José Manuel
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Mayneris-Perxachs, Jordi
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Fumagalli, Andrea, Castells-Nobau, Anna, Trivedi, Dakshat, Garre-Olmo, Josep, Puig, Josep, Ramos, Rafel, Ramió-Torrentà, Lluís, Pérez-Brocal, Vicente, Moya, Andrés, Swann, Jonathan, Martin-Garcia, Elena, Maldonado, Rafael, Fernández-Real, José Manuel and Mayneris-Perxachs, Jordi (2025) Archaea methanogens are associated with cognitive performance through the shaping of gut microbiota, butyrate and histidine metabolism. Gut Microbes, 17 (1), [2455506]. (doi:10.1080/19490976.2025.2455506).

Record type: Article

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, 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.

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Accepted/In Press date: 13 January 2025
e-pub ahead of print date: 5 February 2025
Additional Information: Publisher Copyright: © 2025 The Author(s). Published with license by Taylor & Francis Group, LLC.
Keywords: archaea, cognition, cognitive flexibility, executive function, Microbiota

Identifiers

Local EPrints ID: 503130
URI: http://eprints.soton.ac.uk/id/eprint/503130
ISSN: 1949-0976
PURE UUID: 13199845-aa79-4098-8e9e-7dc6e5c11596
ORCID for Dakshat Trivedi: ORCID iD orcid.org/0009-0008-9966-0637
ORCID for Jonathan Swann: ORCID iD orcid.org/0000-0002-6485-4529

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Date deposited: 22 Jul 2025 16:44
Last modified: 22 Aug 2025 02:43

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Contributors

Author: Andrea Fumagalli
Author: Anna Castells-Nobau
Author: Dakshat Trivedi ORCID iD
Author: Josep Garre-Olmo
Author: Josep Puig
Author: Rafel Ramos
Author: Lluís Ramió-Torrentà
Author: Vicente Pérez-Brocal
Author: Andrés Moya
Author: Jonathan Swann ORCID iD
Author: Elena Martin-Garcia
Author: Rafael Maldonado
Author: José Manuel Fernández-Real
Author: Jordi Mayneris-Perxachs

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