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Arnoriaga-Rodríguez M, Mayneris-Perxachs J, Burokas A, Contreras-Rodríguez O, Blasco G, Coll C, Biarnés C, Miranda-Olivos R, Latorre J, Moreno-Navarrete JM, Castells-Nobau A, Sabater M, Palomo-Buitrago ME, Puig J, Pedraza S, Gich J, Pérez-Brocal V, Ricart W, Moya A, Fernández-Real X, Ramió-Torrentà L, Pamplona R, Sol J, Jové M, Portero-Otin M, Maldonado R, Fernández-Real JM. Obesity Impairs Short-Term and Working Memory through Gut Microbial Metabolism of Aromatic Amino Acids. Cell Metab 2020; 32:548-560.e7. [PMID: 33027674 DOI: 10.1016/j.cmet.2020.09.002] [Citation(s) in RCA: 69] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Revised: 05/12/2020] [Accepted: 08/31/2020] [Indexed: 02/07/2023]
Abstract
The gut microbiome has been linked to fear extinction learning in animal models. Here, we aimed to explore the gut microbiome and memory domains according to obesity status. A specific microbiome profile associated with short-term memory, working memory, and the volume of the hippocampus and frontal regions of the brain differentially in human subjects with and without obesity. Plasma and fecal levels of aromatic amino acids, their catabolites, and vegetable-derived compounds were longitudinally associated with short-term and working memory. Functionally, microbiota transplantation from human subjects with obesity led to decreased memory scores in mice, aligning this trait from humans with that of recipient mice. RNA sequencing of the medial prefrontal cortex of mice revealed that short-term memory associated with aromatic amino acid pathways, inflammatory genes, and clusters of bacterial species. These results highlight the potential therapeutic value of targeting the gut microbiota for memory impairment, specifically in subjects with obesity.
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Affiliation(s)
- María Arnoriaga-Rodríguez
- Department of Diabetes, Endocrinology and Nutrition, Dr. Josep Trueta University Hospital, Girona, Spain; Nutrition, Eumetabolism and Health Group, Girona Biomedical Research Institute (IdibGi), Girona, Spain; Biomedical Research Networking Center for Physiopathology of Obesity and Nutrition (CIBEROBN), Madrid, Spain; Department of Medical Sciences, Faculty of Medicine, Girona University, Girona, Spain
| | - Jordi Mayneris-Perxachs
- Department of Diabetes, Endocrinology and Nutrition, Dr. Josep Trueta University Hospital, Girona, Spain; Nutrition, Eumetabolism and Health Group, Girona Biomedical Research Institute (IdibGi), Girona, Spain; Biomedical Research Networking Center for Physiopathology of Obesity and Nutrition (CIBEROBN), Madrid, Spain
| | - Aurelijus Burokas
- Laboratory of Neuropharmacology, Department of Experimental and Health Sciences, Universitat Pompeu Fabra, Barcelona, Spain
| | - Oren Contreras-Rodríguez
- Nutrition, Eumetabolism and Health Group, Girona Biomedical Research Institute (IdibGi), Girona, Spain; Psychiatry Department, Bellvitge University Hospital, Bellvitge Biomedical Research Institute (IDIBELL) and CIBERSAM, Barcelona, Spain
| | - Gerard Blasco
- Institute of Diagnostic Imaging (IDI)-Research Unit (IDIR), Parc Sanitari Pere Virgili, Barcelona, Spain; Medical Imaging, Girona Biomedical Research Institute (IdibGi), Girona, Spain
| | - Clàudia Coll
- Neuroimmunology and Multiple Sclerosis Unit, Department of Neurology, Dr. Josep Trueta University Hospital, Girona, Spain
| | - Carles Biarnés
- Institute of Diagnostic Imaging (IDI)-Research Unit (IDIR), Parc Sanitari Pere Virgili, Barcelona, Spain
| | - Romina Miranda-Olivos
- Nutrition, Eumetabolism and Health Group, Girona Biomedical Research Institute (IdibGi), Girona, Spain; Psychiatry Department, Bellvitge University Hospital, Bellvitge Biomedical Research Institute (IDIBELL) and CIBERSAM, Barcelona, Spain
| | - Jèssica Latorre
- Department of Diabetes, Endocrinology and Nutrition, Dr. Josep Trueta University Hospital, Girona, Spain; Nutrition, Eumetabolism and Health Group, Girona Biomedical Research Institute (IdibGi), Girona, Spain; Biomedical Research Networking Center for Physiopathology of Obesity and Nutrition (CIBEROBN), Madrid, Spain
| | - José-Maria Moreno-Navarrete
- Department of Diabetes, Endocrinology and Nutrition, Dr. Josep Trueta University Hospital, Girona, Spain; Nutrition, Eumetabolism and Health Group, Girona Biomedical Research Institute (IdibGi), Girona, Spain; Biomedical Research Networking Center for Physiopathology of Obesity and Nutrition (CIBEROBN), Madrid, Spain; Department of Medical Sciences, Faculty of Medicine, Girona University, Girona, Spain
| | - Anna Castells-Nobau
- Department of Diabetes, Endocrinology and Nutrition, Dr. Josep Trueta University Hospital, Girona, Spain; Nutrition, Eumetabolism and Health Group, Girona Biomedical Research Institute (IdibGi), Girona, Spain; Biomedical Research Networking Center for Physiopathology of Obesity and Nutrition (CIBEROBN), Madrid, Spain
| | - Mònica Sabater
- Department of Diabetes, Endocrinology and Nutrition, Dr. Josep Trueta University Hospital, Girona, Spain; Nutrition, Eumetabolism and Health Group, Girona Biomedical Research Institute (IdibGi), Girona, Spain; Biomedical Research Networking Center for Physiopathology of Obesity and Nutrition (CIBEROBN), Madrid, Spain
| | - María Encarnación Palomo-Buitrago
- Department of Diabetes, Endocrinology and Nutrition, Dr. Josep Trueta University Hospital, Girona, Spain; Nutrition, Eumetabolism and Health Group, Girona Biomedical Research Institute (IdibGi), Girona, Spain
| | - Josep Puig
- Department of Medical Sciences, Faculty of Medicine, Girona University, Girona, Spain; Institute of Diagnostic Imaging (IDI)-Research Unit (IDIR), Parc Sanitari Pere Virgili, Barcelona, Spain; Medical Imaging, Girona Biomedical Research Institute (IdibGi), Girona, Spain
| | - Salvador Pedraza
- Department of Medical Sciences, Faculty of Medicine, Girona University, Girona, Spain; Medical Imaging, Girona Biomedical Research Institute (IdibGi), Girona, Spain; Department of Radiology, Dr. Josep Trueta University Hospital, Girona, Spain
| | - Jordi Gich
- Department of Medical Sciences, Faculty of Medicine, Girona University, Girona, Spain; Girona Neurodegeneration and Neuroinflammation Group, Girona Biomedical Research Institute (IdibGi), Girona, Spain
| | - Vicente Pérez-Brocal
- Department of Genomics and Health, Foundation for the Promotion of Health and Biomedical Research of Valencia Region (FISABIO-Public Health), Valencia, Spain; Biomedical Research Networking Center for Epidemiology and Public Health (CIBERESP), Madrid, Spain
| | - Wifredo Ricart
- Department of Diabetes, Endocrinology and Nutrition, Dr. Josep Trueta University Hospital, Girona, Spain; Nutrition, Eumetabolism and Health Group, Girona Biomedical Research Institute (IdibGi), Girona, Spain; Biomedical Research Networking Center for Physiopathology of Obesity and Nutrition (CIBEROBN), Madrid, Spain; Department of Medical Sciences, Faculty of Medicine, Girona University, Girona, Spain
| | - Andrés Moya
- Department of Genomics and Health, Foundation for the Promotion of Health and Biomedical Research of Valencia Region (FISABIO-Public Health), Valencia, Spain; Biomedical Research Networking Center for Epidemiology and Public Health (CIBERESP), Madrid, Spain; Institute for Integrative Systems Biology (I2SysBio), University of Valencia and Spanish National Research Council (CSIC), Valencia, Spain
| | - Xavier Fernández-Real
- Institute of Mathematics, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - Lluís Ramió-Torrentà
- Department of Medical Sciences, Faculty of Medicine, Girona University, Girona, Spain; Neuroimmunology and Multiple Sclerosis Unit, Department of Neurology, Dr. Josep Trueta University Hospital, Girona, Spain; Girona Neurodegeneration and Neuroinflammation Group, Girona Biomedical Research Institute (IdibGi), Girona, Spain
| | - Reinald Pamplona
- Metabolic Pathophysiology Research Group, Lleida Biomedical Research Institute (IRBLleida)-Universitat de Lleida, Lleida, Spain
| | - Joaquim Sol
- Metabolic Pathophysiology Research Group, Lleida Biomedical Research Institute (IRBLleida)-Universitat de Lleida, Lleida, Spain
| | - Mariona Jové
- Metabolic Pathophysiology Research Group, Lleida Biomedical Research Institute (IRBLleida)-Universitat de Lleida, Lleida, Spain
| | - Manuel Portero-Otin
- Metabolic Pathophysiology Research Group, Lleida Biomedical Research Institute (IRBLleida)-Universitat de Lleida, Lleida, Spain
| | - Rafael Maldonado
- Laboratory of Neuropharmacology, Department of Experimental and Health Sciences, Universitat Pompeu Fabra, Barcelona, Spain; Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain.
| | - José Manuel Fernández-Real
- Department of Diabetes, Endocrinology and Nutrition, Dr. Josep Trueta University Hospital, Girona, Spain; Nutrition, Eumetabolism and Health Group, Girona Biomedical Research Institute (IdibGi), Girona, Spain; Biomedical Research Networking Center for Physiopathology of Obesity and Nutrition (CIBEROBN), Madrid, Spain; Department of Medical Sciences, Faculty of Medicine, Girona University, Girona, Spain.
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Palomo-Buitrago ME, Sabater-Masdeu M, Moreno-Navarrete JM, Caballano-Infantes E, Arnoriaga-Rodríguez M, Coll C, Ramió L, Palomino-Schätzlein M, Gutiérrez-Carcedo P, Pérez-Brocal V, Simó R, Moya A, Ricart W, Herance JR, Fernández-Real JM. Glutamate interactions with obesity, insulin resistance, cognition and gut microbiota composition. Acta Diabetol 2019; 56:569-579. [PMID: 30888539 DOI: 10.1007/s00592-019-01313-w] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2018] [Accepted: 02/21/2019] [Indexed: 02/07/2023]
Abstract
AIMS To investigate the interactions among fecal and plasma glutamate levels, insulin resistance cognition and gut microbiota composition in obese and non-obese subjects. METHODS Gut microbiota composition (shotgun) and plasma and fecal glutamate, glutamine and acetate (NMR) were analyzed in a pilot study of obese and non-obese subjects (n = 35). Neuropsychological tests [Trail making test A (TMT-A) and Trail making test B (TMT-B)] scores measured cognitive information about processing speed, mental flexibility and executive function. RESULTS Trail-making test score was significantly altered in obese compared with non-obese subjects. Fecal glutamate and glutamate/glutamine ratio tended to be lower among obese subjects while fecal glutamate/acetate ratio was negatively associated with BMI and TMT-A scores. Plasma glutamate/acetate ratio was negatively associated with TMT-B. The relative abundance (RA) of some bacterial families influenced glutamate levels, given the positive association of fecal glutamate/glutamine ratio with Corynebacteriaceae, Coriobacteriaceae and Burkholderiaceae RA. In contrast, Streptococaceae RA, that was significantly higher in obese subjects, negatively correlated with fecal glutamate/glutamine ratio. To close the circle, Coriobacteriaceae/Streptococaceae ratio and Corynebacteriaceae/Streptococaceae ratio were associated both with TMT-A scores and fecal glutamate/glutamine ratio. CONCLUSIONS Gut microbiota composition is associated with processing speed and mental flexibility in part through changes in fecal and plasma glutamate metabolism.
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Affiliation(s)
- María Encarnación Palomo-Buitrago
- Department of Diabetes, Endocrinology and Nutrition, Hospital of Girona "Dr Josep Trueta", Institut d'Investigació Biomèdica de Girona (IDIBGI), Avinguda de França s/n, 17007, Girona, Spain
| | - Mònica Sabater-Masdeu
- Department of Diabetes, Endocrinology and Nutrition, Hospital of Girona "Dr Josep Trueta", Institut d'Investigació Biomèdica de Girona (IDIBGI), Avinguda de França s/n, 17007, Girona, Spain
- CIBER de la Fisiopatología de la Obesidad y Nutrición (CIBERobn, CB06/03/010) and Instituto de Salud Carlos III (ISCIII), Girona, Spain
| | - Jose Maria Moreno-Navarrete
- Department of Diabetes, Endocrinology and Nutrition, Hospital of Girona "Dr Josep Trueta", Institut d'Investigació Biomèdica de Girona (IDIBGI), Avinguda de França s/n, 17007, Girona, Spain
- CIBER de la Fisiopatología de la Obesidad y Nutrición (CIBERobn, CB06/03/010) and Instituto de Salud Carlos III (ISCIII), Girona, Spain
| | - Estefanía Caballano-Infantes
- Department of Diabetes, Endocrinology and Nutrition, Hospital of Girona "Dr Josep Trueta", Institut d'Investigació Biomèdica de Girona (IDIBGI), Avinguda de França s/n, 17007, Girona, Spain
- CIBER de la Fisiopatología de la Obesidad y Nutrición (CIBERobn, CB06/03/010) and Instituto de Salud Carlos III (ISCIII), Girona, Spain
| | - María Arnoriaga-Rodríguez
- Department of Diabetes, Endocrinology and Nutrition, Hospital of Girona "Dr Josep Trueta", Institut d'Investigació Biomèdica de Girona (IDIBGI), Avinguda de França s/n, 17007, Girona, Spain
- CIBER de la Fisiopatología de la Obesidad y Nutrición (CIBERobn, CB06/03/010) and Instituto de Salud Carlos III (ISCIII), Girona, Spain
| | - Clàudia Coll
- Department of Neurology, Institut d'Investigació Biomèdica de Girona (IDIBGI), Hospital of Girona "Dr Josep Trueta", Girona, Spain
| | - Lluís Ramió
- Department of Neurology, Institut d'Investigació Biomèdica de Girona (IDIBGI), Hospital of Girona "Dr Josep Trueta", Girona, Spain
| | | | - Patricia Gutiérrez-Carcedo
- Medical Molecular Imaging Research Group, Vall d'Hebron Research Institute, Instituto de Salud Carlos III (ISCIII), CIBBIM-Nanomedicine, CIBER-bbn, Barcelona, Spain
| | - Vicente Pérez-Brocal
- Genomics and Health Area, Foundation for the Promotion of Sanitary and Biomedical Research (FISABIO), València, Spain
- CIBER de Epidemiology y Salud Pública (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
| | - Rafael Simó
- Diabetes and Metabolism Research Unit, Vall d'Hebron Research Institute, Barcelona, Spain
- Department of Endocrinology, Vall d'Hebron Research Institute, Instituto de Salud Carlos III (ISCIII), CIBERDEM, Barcelona, Spain
| | - Andrés Moya
- Genomics and Health Area, Foundation for the Promotion of Sanitary and Biomedical Research (FISABIO), València, Spain
- CIBER de Epidemiology y Salud Pública (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
| | - Wifredo Ricart
- Department of Diabetes, Endocrinology and Nutrition, Hospital of Girona "Dr Josep Trueta", Institut d'Investigació Biomèdica de Girona (IDIBGI), Avinguda de França s/n, 17007, Girona, Spain
- CIBER de la Fisiopatología de la Obesidad y Nutrición (CIBERobn, CB06/03/010) and Instituto de Salud Carlos III (ISCIII), Girona, Spain
| | - José Raúl Herance
- Medical Molecular Imaging Research Group, Vall d'Hebron Research Institute, Instituto de Salud Carlos III (ISCIII), CIBBIM-Nanomedicine, CIBER-bbn, Barcelona, Spain.
| | - José Manuel Fernández-Real
- Department of Diabetes, Endocrinology and Nutrition, Hospital of Girona "Dr Josep Trueta", Institut d'Investigació Biomèdica de Girona (IDIBGI), Avinguda de França s/n, 17007, Girona, Spain.
- CIBER de la Fisiopatología de la Obesidad y Nutrición (CIBERobn, CB06/03/010) and Instituto de Salud Carlos III (ISCIII), Girona, Spain.
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