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Proteomic and Metabolomic Correlates of Healthy Dietary Patterns: The Framingham Heart Study
Data on proteomic and metabolomic signatures of healthy dietary patterns are limited. We evaluated the cross-sectional association of serum proteomic and metabolomic markers with three dietary patterns: the Alternative Healthy Eating Index (AHEI), the Dietary Approaches to Stop Hypertension (DASH) d...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7284467/ https://www.ncbi.nlm.nih.gov/pubmed/32438708 http://dx.doi.org/10.3390/nu12051476 |
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author | Walker, Maura E. Song, Rebecca J. Xu, Xiang Gerszten, Robert E. Ngo, Debby Clish, Clary B. Corlin, Laura Ma, Jiantao Xanthakis, Vanessa Jacques, Paul F. Vasan, Ramachandran S. |
author_facet | Walker, Maura E. Song, Rebecca J. Xu, Xiang Gerszten, Robert E. Ngo, Debby Clish, Clary B. Corlin, Laura Ma, Jiantao Xanthakis, Vanessa Jacques, Paul F. Vasan, Ramachandran S. |
author_sort | Walker, Maura E. |
collection | PubMed |
description | Data on proteomic and metabolomic signatures of healthy dietary patterns are limited. We evaluated the cross-sectional association of serum proteomic and metabolomic markers with three dietary patterns: the Alternative Healthy Eating Index (AHEI), the Dietary Approaches to Stop Hypertension (DASH) diet; and a Mediterranean-style (MDS) diet. We examined participants from the Framingham Offspring Study (mean age; 55 years; 52% women) who had complete proteomic (n = 1713) and metabolomic (n = 2284) data; using food frequency questionnaires to derive dietary pattern indices. Proteins and metabolites were quantified using the SomaScan platform and liquid chromatography/tandem mass spectrometry; respectively. We used multivariable-adjusted linear regression models to relate each dietary pattern index (independent variables) to each proteomic and metabolomic marker (dependent variables). Of the 1373 proteins; 103 were associated with at least one dietary pattern (48 with AHEI; 83 with DASH; and 8 with MDS; all false discovery rate [FDR] ≤ 0.05). We identified unique associations between dietary patterns and proteins (17 with AHEI; 52 with DASH; and 3 with MDS; all FDR ≤ 0.05). Significant proteins enriched biological pathways involved in cellular metabolism/proliferation and immune response/inflammation. Of the 216 metabolites; 65 were associated with at least one dietary pattern (38 with AHEI; 43 with DASH; and 50 with MDS; all FDR ≤ 0.05). All three dietary patterns were associated with a common signature of 24 metabolites (63% lipids). Proteins and metabolites associated with dietary patterns may help characterize intermediate phenotypes that provide insights into the molecular mechanisms mediating diet-related disease. Our findings warrant replication in independent populations |
format | Online Article Text |
id | pubmed-7284467 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-72844672020-06-19 Proteomic and Metabolomic Correlates of Healthy Dietary Patterns: The Framingham Heart Study Walker, Maura E. Song, Rebecca J. Xu, Xiang Gerszten, Robert E. Ngo, Debby Clish, Clary B. Corlin, Laura Ma, Jiantao Xanthakis, Vanessa Jacques, Paul F. Vasan, Ramachandran S. Nutrients Article Data on proteomic and metabolomic signatures of healthy dietary patterns are limited. We evaluated the cross-sectional association of serum proteomic and metabolomic markers with three dietary patterns: the Alternative Healthy Eating Index (AHEI), the Dietary Approaches to Stop Hypertension (DASH) diet; and a Mediterranean-style (MDS) diet. We examined participants from the Framingham Offspring Study (mean age; 55 years; 52% women) who had complete proteomic (n = 1713) and metabolomic (n = 2284) data; using food frequency questionnaires to derive dietary pattern indices. Proteins and metabolites were quantified using the SomaScan platform and liquid chromatography/tandem mass spectrometry; respectively. We used multivariable-adjusted linear regression models to relate each dietary pattern index (independent variables) to each proteomic and metabolomic marker (dependent variables). Of the 1373 proteins; 103 were associated with at least one dietary pattern (48 with AHEI; 83 with DASH; and 8 with MDS; all false discovery rate [FDR] ≤ 0.05). We identified unique associations between dietary patterns and proteins (17 with AHEI; 52 with DASH; and 3 with MDS; all FDR ≤ 0.05). Significant proteins enriched biological pathways involved in cellular metabolism/proliferation and immune response/inflammation. Of the 216 metabolites; 65 were associated with at least one dietary pattern (38 with AHEI; 43 with DASH; and 50 with MDS; all FDR ≤ 0.05). All three dietary patterns were associated with a common signature of 24 metabolites (63% lipids). Proteins and metabolites associated with dietary patterns may help characterize intermediate phenotypes that provide insights into the molecular mechanisms mediating diet-related disease. Our findings warrant replication in independent populations MDPI 2020-05-19 /pmc/articles/PMC7284467/ /pubmed/32438708 http://dx.doi.org/10.3390/nu12051476 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Walker, Maura E. Song, Rebecca J. Xu, Xiang Gerszten, Robert E. Ngo, Debby Clish, Clary B. Corlin, Laura Ma, Jiantao Xanthakis, Vanessa Jacques, Paul F. Vasan, Ramachandran S. Proteomic and Metabolomic Correlates of Healthy Dietary Patterns: The Framingham Heart Study |
title | Proteomic and Metabolomic Correlates of Healthy Dietary Patterns: The Framingham Heart Study |
title_full | Proteomic and Metabolomic Correlates of Healthy Dietary Patterns: The Framingham Heart Study |
title_fullStr | Proteomic and Metabolomic Correlates of Healthy Dietary Patterns: The Framingham Heart Study |
title_full_unstemmed | Proteomic and Metabolomic Correlates of Healthy Dietary Patterns: The Framingham Heart Study |
title_short | Proteomic and Metabolomic Correlates of Healthy Dietary Patterns: The Framingham Heart Study |
title_sort | proteomic and metabolomic correlates of healthy dietary patterns: the framingham heart study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7284467/ https://www.ncbi.nlm.nih.gov/pubmed/32438708 http://dx.doi.org/10.3390/nu12051476 |
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