Exploration of the Gut–Brain Axis through Metabolomics Identifies Serum Propionic Acid Associated with Higher Cognitive Decline in Older Persons

The gut microbiome is involved in nutrient metabolism and produces metabolites that, via the gut–brain axis, signal to the brain and influence cognition. Human studies have so far had limited success in identifying early metabolic alterations linked to cognitive aging, likely due to limitations in m...

Full description

Bibliographic Details
Main Authors: Jeanne Neuffer, Raúl González-Domínguez, Sophie Lefèvre-Arbogast, Dorrain Y. Low, Bénédicte Driollet, Catherine Helmer, Andrea Du Preez, Chiara de Lucia, Silvie R. Ruigrok, Barbara Altendorfer, Ludwig Aigner, Paul J. Lucassen, Aniko Korosi, Sandrine Thuret, Claudine Manach, Mercè Pallàs, Mireia Urpi-Sardà, Alex Sánchez-Pla, Cristina Andres-Lacueva, Cécilia Samieri
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Nutrients
Subjects:
Online Access:https://www.mdpi.com/2072-6643/14/21/4688
_version_ 1797466935574659072
author Jeanne Neuffer
Raúl González-Domínguez
Sophie Lefèvre-Arbogast
Dorrain Y. Low
Bénédicte Driollet
Catherine Helmer
Andrea Du Preez
Chiara de Lucia
Silvie R. Ruigrok
Barbara Altendorfer
Ludwig Aigner
Paul J. Lucassen
Aniko Korosi
Sandrine Thuret
Claudine Manach
Mercè Pallàs
Mireia Urpi-Sardà
Alex Sánchez-Pla
Cristina Andres-Lacueva
Cécilia Samieri
author_facet Jeanne Neuffer
Raúl González-Domínguez
Sophie Lefèvre-Arbogast
Dorrain Y. Low
Bénédicte Driollet
Catherine Helmer
Andrea Du Preez
Chiara de Lucia
Silvie R. Ruigrok
Barbara Altendorfer
Ludwig Aigner
Paul J. Lucassen
Aniko Korosi
Sandrine Thuret
Claudine Manach
Mercè Pallàs
Mireia Urpi-Sardà
Alex Sánchez-Pla
Cristina Andres-Lacueva
Cécilia Samieri
author_sort Jeanne Neuffer
collection DOAJ
description The gut microbiome is involved in nutrient metabolism and produces metabolites that, via the gut–brain axis, signal to the brain and influence cognition. Human studies have so far had limited success in identifying early metabolic alterations linked to cognitive aging, likely due to limitations in metabolite coverage or follow-ups. Older persons from the Three-City population-based cohort who had not been diagnosed with dementia at the time of blood sampling were included, and repeated measures of cognition over 12 subsequent years were collected. Using a targeted metabolomics platform, we identified 72 circulating gut-derived metabolites in a case–control study on cognitive decline, nested within the cohort (discovery <i>n</i> = 418; validation <i>n</i> = 420). Higher serum levels of propionic acid, a short-chain fatty acid, were associated with increased odds of cognitive decline (OR for 1 SD = 1.40 (95% CI 1.11, 1.75) for discovery and 1.26 (1.02, 1.55) for validation). Additional analyses suggested mediation by hypercholesterolemia and diabetes. Propionic acid strongly correlated with blood glucose (r = 0.79) and with intakes of meat and cheese (r > 0.15), but not fiber (r = 0.04), suggesting a minor role of prebiotic foods per se, but a possible link to processed foods, in which propionic acid is a common preservative. The adverse impact of propionic acid on metabolism and cognition deserves further investigation.
first_indexed 2024-03-09T18:46:31Z
format Article
id doaj.art-e9901464fcbf4a7581dfda0fb758ef41
institution Directory Open Access Journal
issn 2072-6643
language English
last_indexed 2024-03-09T18:46:31Z
publishDate 2022-11-01
publisher MDPI AG
record_format Article
series Nutrients
spelling doaj.art-e9901464fcbf4a7581dfda0fb758ef412023-11-24T06:15:40ZengMDPI AGNutrients2072-66432022-11-011421468810.3390/nu14214688Exploration of the Gut–Brain Axis through Metabolomics Identifies Serum Propionic Acid Associated with Higher Cognitive Decline in Older PersonsJeanne Neuffer0Raúl González-Domínguez1Sophie Lefèvre-Arbogast2Dorrain Y. Low3Bénédicte Driollet4Catherine Helmer5Andrea Du Preez6Chiara de Lucia7Silvie R. Ruigrok8Barbara Altendorfer9Ludwig Aigner10Paul J. Lucassen11Aniko Korosi12Sandrine Thuret13Claudine Manach14Mercè Pallàs15Mireia Urpi-Sardà16Alex Sánchez-Pla17Cristina Andres-Lacueva18Cécilia Samieri19Bordeaux Population Health Research Center, University of Bordeaux, INSERMUMR 1219, F-33000 Bordeaux, FranceNutrition, Food Science and Gastronomy Department, Food Innovation Network (XIA), Institute of Nutrition and Food Safety (INSA-UB), Faculty of Pharmacy and Food Science, University of Barcelona, 08028 Barcelona, SpainBordeaux Population Health Research Center, University of Bordeaux, INSERMUMR 1219, F-33000 Bordeaux, FranceHuman Nutrition Unit, Université Clermont Auvergne, INRAEUMR1019, F-63000 Clermont Ferrand, FranceBordeaux Population Health Research Center, University of Bordeaux, INSERMUMR 1219, F-33000 Bordeaux, FranceBordeaux Population Health Research Center, University of Bordeaux, INSERMUMR 1219, F-33000 Bordeaux, FranceDepartment of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London SE5 9NU, UKDepartment of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London SE5 9NU, UKBrain Plasticity Group, Swammerdam Institute for Life Sciences, University of Amsterdam, 1098 XH Amsterdam, The NetherlandsInstitute of Molecular Regenerative Medicine, Spinal Cord Injury and Tissue Regeneration Center Salzburg, Paracelsus Medical University, 5020 Salzburg, AustriaInstitute of Molecular Regenerative Medicine, Spinal Cord Injury and Tissue Regeneration Center Salzburg, Paracelsus Medical University, 5020 Salzburg, AustriaBrain Plasticity Group, Swammerdam Institute for Life Sciences, University of Amsterdam, 1098 XH Amsterdam, The NetherlandsBrain Plasticity Group, Swammerdam Institute for Life Sciences, University of Amsterdam, 1098 XH Amsterdam, The NetherlandsDepartment of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London SE5 9NU, UKHuman Nutrition Unit, Université Clermont Auvergne, INRAEUMR1019, F-63000 Clermont Ferrand, FrancePharmacology Section, Department of Pharmacology, Toxicology and Medicinal Chemistry, Faculty of Pharmacy and Food Sciences, and Institute of Neurociencies, University of Barcelona, 08028 Barcelona, SpainNutrition, Food Science and Gastronomy Department, Food Innovation Network (XIA), Institute of Nutrition and Food Safety (INSA-UB), Faculty of Pharmacy and Food Science, University of Barcelona, 08028 Barcelona, SpainNutrition, Food Science and Gastronomy Department, Food Innovation Network (XIA), Institute of Nutrition and Food Safety (INSA-UB), Faculty of Pharmacy and Food Science, University of Barcelona, 08028 Barcelona, SpainNutrition, Food Science and Gastronomy Department, Food Innovation Network (XIA), Institute of Nutrition and Food Safety (INSA-UB), Faculty of Pharmacy and Food Science, University of Barcelona, 08028 Barcelona, SpainBordeaux Population Health Research Center, University of Bordeaux, INSERMUMR 1219, F-33000 Bordeaux, FranceThe gut microbiome is involved in nutrient metabolism and produces metabolites that, via the gut–brain axis, signal to the brain and influence cognition. Human studies have so far had limited success in identifying early metabolic alterations linked to cognitive aging, likely due to limitations in metabolite coverage or follow-ups. Older persons from the Three-City population-based cohort who had not been diagnosed with dementia at the time of blood sampling were included, and repeated measures of cognition over 12 subsequent years were collected. Using a targeted metabolomics platform, we identified 72 circulating gut-derived metabolites in a case–control study on cognitive decline, nested within the cohort (discovery <i>n</i> = 418; validation <i>n</i> = 420). Higher serum levels of propionic acid, a short-chain fatty acid, were associated with increased odds of cognitive decline (OR for 1 SD = 1.40 (95% CI 1.11, 1.75) for discovery and 1.26 (1.02, 1.55) for validation). Additional analyses suggested mediation by hypercholesterolemia and diabetes. Propionic acid strongly correlated with blood glucose (r = 0.79) and with intakes of meat and cheese (r > 0.15), but not fiber (r = 0.04), suggesting a minor role of prebiotic foods per se, but a possible link to processed foods, in which propionic acid is a common preservative. The adverse impact of propionic acid on metabolism and cognition deserves further investigation.https://www.mdpi.com/2072-6643/14/21/4688propionic acidgut microbiotametabolomicscognitive declinegut–brain axisAlzheimer’s disease
spellingShingle Jeanne Neuffer
Raúl González-Domínguez
Sophie Lefèvre-Arbogast
Dorrain Y. Low
Bénédicte Driollet
Catherine Helmer
Andrea Du Preez
Chiara de Lucia
Silvie R. Ruigrok
Barbara Altendorfer
Ludwig Aigner
Paul J. Lucassen
Aniko Korosi
Sandrine Thuret
Claudine Manach
Mercè Pallàs
Mireia Urpi-Sardà
Alex Sánchez-Pla
Cristina Andres-Lacueva
Cécilia Samieri
Exploration of the Gut–Brain Axis through Metabolomics Identifies Serum Propionic Acid Associated with Higher Cognitive Decline in Older Persons
Nutrients
propionic acid
gut microbiota
metabolomics
cognitive decline
gut–brain axis
Alzheimer’s disease
title Exploration of the Gut–Brain Axis through Metabolomics Identifies Serum Propionic Acid Associated with Higher Cognitive Decline in Older Persons
title_full Exploration of the Gut–Brain Axis through Metabolomics Identifies Serum Propionic Acid Associated with Higher Cognitive Decline in Older Persons
title_fullStr Exploration of the Gut–Brain Axis through Metabolomics Identifies Serum Propionic Acid Associated with Higher Cognitive Decline in Older Persons
title_full_unstemmed Exploration of the Gut–Brain Axis through Metabolomics Identifies Serum Propionic Acid Associated with Higher Cognitive Decline in Older Persons
title_short Exploration of the Gut–Brain Axis through Metabolomics Identifies Serum Propionic Acid Associated with Higher Cognitive Decline in Older Persons
title_sort exploration of the gut brain axis through metabolomics identifies serum propionic acid associated with higher cognitive decline in older persons
topic propionic acid
gut microbiota
metabolomics
cognitive decline
gut–brain axis
Alzheimer’s disease
url https://www.mdpi.com/2072-6643/14/21/4688
work_keys_str_mv AT jeanneneuffer explorationofthegutbrainaxisthroughmetabolomicsidentifiesserumpropionicacidassociatedwithhighercognitivedeclineinolderpersons
AT raulgonzalezdominguez explorationofthegutbrainaxisthroughmetabolomicsidentifiesserumpropionicacidassociatedwithhighercognitivedeclineinolderpersons
AT sophielefevrearbogast explorationofthegutbrainaxisthroughmetabolomicsidentifiesserumpropionicacidassociatedwithhighercognitivedeclineinolderpersons
AT dorrainylow explorationofthegutbrainaxisthroughmetabolomicsidentifiesserumpropionicacidassociatedwithhighercognitivedeclineinolderpersons
AT benedictedriollet explorationofthegutbrainaxisthroughmetabolomicsidentifiesserumpropionicacidassociatedwithhighercognitivedeclineinolderpersons
AT catherinehelmer explorationofthegutbrainaxisthroughmetabolomicsidentifiesserumpropionicacidassociatedwithhighercognitivedeclineinolderpersons
AT andreadupreez explorationofthegutbrainaxisthroughmetabolomicsidentifiesserumpropionicacidassociatedwithhighercognitivedeclineinolderpersons
AT chiaradelucia explorationofthegutbrainaxisthroughmetabolomicsidentifiesserumpropionicacidassociatedwithhighercognitivedeclineinolderpersons
AT silvierruigrok explorationofthegutbrainaxisthroughmetabolomicsidentifiesserumpropionicacidassociatedwithhighercognitivedeclineinolderpersons
AT barbaraaltendorfer explorationofthegutbrainaxisthroughmetabolomicsidentifiesserumpropionicacidassociatedwithhighercognitivedeclineinolderpersons
AT ludwigaigner explorationofthegutbrainaxisthroughmetabolomicsidentifiesserumpropionicacidassociatedwithhighercognitivedeclineinolderpersons
AT pauljlucassen explorationofthegutbrainaxisthroughmetabolomicsidentifiesserumpropionicacidassociatedwithhighercognitivedeclineinolderpersons
AT anikokorosi explorationofthegutbrainaxisthroughmetabolomicsidentifiesserumpropionicacidassociatedwithhighercognitivedeclineinolderpersons
AT sandrinethuret explorationofthegutbrainaxisthroughmetabolomicsidentifiesserumpropionicacidassociatedwithhighercognitivedeclineinolderpersons
AT claudinemanach explorationofthegutbrainaxisthroughmetabolomicsidentifiesserumpropionicacidassociatedwithhighercognitivedeclineinolderpersons
AT mercepallas explorationofthegutbrainaxisthroughmetabolomicsidentifiesserumpropionicacidassociatedwithhighercognitivedeclineinolderpersons
AT mireiaurpisarda explorationofthegutbrainaxisthroughmetabolomicsidentifiesserumpropionicacidassociatedwithhighercognitivedeclineinolderpersons
AT alexsanchezpla explorationofthegutbrainaxisthroughmetabolomicsidentifiesserumpropionicacidassociatedwithhighercognitivedeclineinolderpersons
AT cristinaandreslacueva explorationofthegutbrainaxisthroughmetabolomicsidentifiesserumpropionicacidassociatedwithhighercognitivedeclineinolderpersons
AT ceciliasamieri explorationofthegutbrainaxisthroughmetabolomicsidentifiesserumpropionicacidassociatedwithhighercognitivedeclineinolderpersons