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Diet‐Related Metabolites Associated with Cognitive Decline Revealed by Untargeted Metabolomics in a Prospective Cohort
SCOPE: Untargeted metabolomics may reveal preventive targets in cognitive aging, including within the food metabolome. METHODS AND RESULTS: A case‐control study nested in the prospective Three‐City study includes participants aged ≥65 years and initially free of dementia. A total of 209 cases of cog...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6790579/ https://www.ncbi.nlm.nih.gov/pubmed/31218777 http://dx.doi.org/10.1002/mnfr.201900177 |
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author | Low, Dorrain Yanwen Lefèvre‐Arbogast, Sophie González‐Domínguez, Raúl Urpi‐Sarda, Mireia Micheau, Pierre Petera, Melanie Centeno, Delphine Durand, Stephanie Pujos‐Guillot, Estelle Korosi, Aniko Lucassen, Paul J Aigner, Ludwig Proust‐Lima, Cécile Hejblum, Boris P Helmer, Catherine Andres‐Lacueva, Cristina Thuret, Sandrine Samieri, Cécilia Manach, Claudine |
author_facet | Low, Dorrain Yanwen Lefèvre‐Arbogast, Sophie González‐Domínguez, Raúl Urpi‐Sarda, Mireia Micheau, Pierre Petera, Melanie Centeno, Delphine Durand, Stephanie Pujos‐Guillot, Estelle Korosi, Aniko Lucassen, Paul J Aigner, Ludwig Proust‐Lima, Cécile Hejblum, Boris P Helmer, Catherine Andres‐Lacueva, Cristina Thuret, Sandrine Samieri, Cécilia Manach, Claudine |
author_sort | Low, Dorrain Yanwen |
collection | PubMed |
description | SCOPE: Untargeted metabolomics may reveal preventive targets in cognitive aging, including within the food metabolome. METHODS AND RESULTS: A case‐control study nested in the prospective Three‐City study includes participants aged ≥65 years and initially free of dementia. A total of 209 cases of cognitive decline and 209 controls (matched for age, gender, education) with slower cognitive decline over up to 12 years are contrasted. Using untargeted metabolomics and bootstrap‐enhanced penalized regression, a baseline serum signature of 22 metabolites associated with subsequent cognitive decline is identified. The signature includes three coffee metabolites, a biomarker of citrus intake, a cocoa metabolite, two metabolites putatively derived from fish and wine, three medium‐chain acylcarnitines, glycodeoxycholic acid, lysoPC(18:3), trimethyllysine, glucose, cortisol, creatinine, and arginine. Adding the 22 metabolites to a reference predictive model for cognitive decline (conditioned on age, gender, education and including ApoE‐ε4, diabetes, BMI, and number of medications) substantially increases the predictive performance: cross‐validated Area Under the Receiver Operating Curve = 75% [95% CI 70–80%] compared to 62% [95% CI 56–67%]. CONCLUSIONS: The untargeted metabolomics study supports a protective role of specific foods (e.g., coffee, cocoa, fish) and various alterations in the endogenous metabolism responsive to diet in cognitive aging. |
format | Online Article Text |
id | pubmed-6790579 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-67905792019-10-18 Diet‐Related Metabolites Associated with Cognitive Decline Revealed by Untargeted Metabolomics in a Prospective Cohort Low, Dorrain Yanwen Lefèvre‐Arbogast, Sophie González‐Domínguez, Raúl Urpi‐Sarda, Mireia Micheau, Pierre Petera, Melanie Centeno, Delphine Durand, Stephanie Pujos‐Guillot, Estelle Korosi, Aniko Lucassen, Paul J Aigner, Ludwig Proust‐Lima, Cécile Hejblum, Boris P Helmer, Catherine Andres‐Lacueva, Cristina Thuret, Sandrine Samieri, Cécilia Manach, Claudine Mol Nutr Food Res Research Articles SCOPE: Untargeted metabolomics may reveal preventive targets in cognitive aging, including within the food metabolome. METHODS AND RESULTS: A case‐control study nested in the prospective Three‐City study includes participants aged ≥65 years and initially free of dementia. A total of 209 cases of cognitive decline and 209 controls (matched for age, gender, education) with slower cognitive decline over up to 12 years are contrasted. Using untargeted metabolomics and bootstrap‐enhanced penalized regression, a baseline serum signature of 22 metabolites associated with subsequent cognitive decline is identified. The signature includes three coffee metabolites, a biomarker of citrus intake, a cocoa metabolite, two metabolites putatively derived from fish and wine, three medium‐chain acylcarnitines, glycodeoxycholic acid, lysoPC(18:3), trimethyllysine, glucose, cortisol, creatinine, and arginine. Adding the 22 metabolites to a reference predictive model for cognitive decline (conditioned on age, gender, education and including ApoE‐ε4, diabetes, BMI, and number of medications) substantially increases the predictive performance: cross‐validated Area Under the Receiver Operating Curve = 75% [95% CI 70–80%] compared to 62% [95% CI 56–67%]. CONCLUSIONS: The untargeted metabolomics study supports a protective role of specific foods (e.g., coffee, cocoa, fish) and various alterations in the endogenous metabolism responsive to diet in cognitive aging. John Wiley and Sons Inc. 2019-07-09 2019-09 /pmc/articles/PMC6790579/ /pubmed/31218777 http://dx.doi.org/10.1002/mnfr.201900177 Text en © 2019 The Authors. Published by WILEY‐VCH Verlag GmbH & Co. KGaA, Weinheim This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Articles Low, Dorrain Yanwen Lefèvre‐Arbogast, Sophie González‐Domínguez, Raúl Urpi‐Sarda, Mireia Micheau, Pierre Petera, Melanie Centeno, Delphine Durand, Stephanie Pujos‐Guillot, Estelle Korosi, Aniko Lucassen, Paul J Aigner, Ludwig Proust‐Lima, Cécile Hejblum, Boris P Helmer, Catherine Andres‐Lacueva, Cristina Thuret, Sandrine Samieri, Cécilia Manach, Claudine Diet‐Related Metabolites Associated with Cognitive Decline Revealed by Untargeted Metabolomics in a Prospective Cohort |
title | Diet‐Related Metabolites Associated with Cognitive Decline Revealed by Untargeted Metabolomics in a Prospective Cohort |
title_full | Diet‐Related Metabolites Associated with Cognitive Decline Revealed by Untargeted Metabolomics in a Prospective Cohort |
title_fullStr | Diet‐Related Metabolites Associated with Cognitive Decline Revealed by Untargeted Metabolomics in a Prospective Cohort |
title_full_unstemmed | Diet‐Related Metabolites Associated with Cognitive Decline Revealed by Untargeted Metabolomics in a Prospective Cohort |
title_short | Diet‐Related Metabolites Associated with Cognitive Decline Revealed by Untargeted Metabolomics in a Prospective Cohort |
title_sort | diet‐related metabolites associated with cognitive decline revealed by untargeted metabolomics in a prospective cohort |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6790579/ https://www.ncbi.nlm.nih.gov/pubmed/31218777 http://dx.doi.org/10.1002/mnfr.201900177 |
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