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Dietary lignans, plasma enterolactone levels, and metabolic risk in men: exploring the role of the gut microbiome
BACKGROUND: The conversion of plant lignans to bioactive enterolignans in the gastrointestinal tract is mediated through microbial processing. The goal of this study was to examine the relationships between lignan intake, plasma enterolactone concentrations, gut microbiome composition, and metabolic...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8966171/ https://www.ncbi.nlm.nih.gov/pubmed/35350985 http://dx.doi.org/10.1186/s12866-022-02495-0 |
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author | Li, Yanping Wang, Fenglei Li, Jun Ivey, Kerry L. Wilkinson, Jeremy E. Wang, Dong D. Li, Ruifeng Liu, Gang Eliassen, Heather A. Chan, Andrew T. Clish, Clary B. Huttenhower, Curtis Hu, Frank B. Sun, Qi Rimm, Eric B. |
author_facet | Li, Yanping Wang, Fenglei Li, Jun Ivey, Kerry L. Wilkinson, Jeremy E. Wang, Dong D. Li, Ruifeng Liu, Gang Eliassen, Heather A. Chan, Andrew T. Clish, Clary B. Huttenhower, Curtis Hu, Frank B. Sun, Qi Rimm, Eric B. |
author_sort | Li, Yanping |
collection | PubMed |
description | BACKGROUND: The conversion of plant lignans to bioactive enterolignans in the gastrointestinal tract is mediated through microbial processing. The goal of this study was to examine the relationships between lignan intake, plasma enterolactone concentrations, gut microbiome composition, and metabolic risk in free-living male adults. RESULTS: In 303 men participating in the Men’s Lifestyle Validation Study (MLVS), lignan intake was assessed using two sets of 7-day diet records, and gut microbiome was profiled through shotgun sequencing of up to 2 pairs of fecal samples (n = 911). A score was calculated to summarize the abundance of bacteria species that were significantly associated with plasma enterolactone levels. Of the 138 filtered species, plasma enterolactone levels were significantly associated with the relative abundances of 18 species at FDR < 0.05 level. Per SD increment of lignan intake was associated with 20.7 nM (SEM: 2.3 nM) higher enterolactone concentrations among participants with a higher species score, whereas the corresponding estimate was 4.0 nM (SEM: 1.7 nM) among participants with a lower species score (P for interaction < 0.001). A total of 12 plasma metabolites were also significantly associated with these enterolactone-predicting species. Of the association between lignan intake and metabolic risk, 19.8% (95%CI: 7.3%-43.6%) was explained by the species score alone, 54.5% (95%CI: 21.8%-83.7%) by both species score and enterolactone levels, and 79.8% (95%CI: 17.7%-98.6%) by further considering the 12 plasma metabolites. CONCLUSION: We identified multiple gut bacteria species that were enriched or depleted at higher plasma levels of enterolactone in men. These species jointly modified the associations of lignan intake with plasma enterolactone levels and explained the majority of association between lignan intake and metabolic risk along with enterolactone levels and certain plasma metabolites. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12866-022-02495-0. |
format | Online Article Text |
id | pubmed-8966171 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-89661712022-03-31 Dietary lignans, plasma enterolactone levels, and metabolic risk in men: exploring the role of the gut microbiome Li, Yanping Wang, Fenglei Li, Jun Ivey, Kerry L. Wilkinson, Jeremy E. Wang, Dong D. Li, Ruifeng Liu, Gang Eliassen, Heather A. Chan, Andrew T. Clish, Clary B. Huttenhower, Curtis Hu, Frank B. Sun, Qi Rimm, Eric B. BMC Microbiol Research Article BACKGROUND: The conversion of plant lignans to bioactive enterolignans in the gastrointestinal tract is mediated through microbial processing. The goal of this study was to examine the relationships between lignan intake, plasma enterolactone concentrations, gut microbiome composition, and metabolic risk in free-living male adults. RESULTS: In 303 men participating in the Men’s Lifestyle Validation Study (MLVS), lignan intake was assessed using two sets of 7-day diet records, and gut microbiome was profiled through shotgun sequencing of up to 2 pairs of fecal samples (n = 911). A score was calculated to summarize the abundance of bacteria species that were significantly associated with plasma enterolactone levels. Of the 138 filtered species, plasma enterolactone levels were significantly associated with the relative abundances of 18 species at FDR < 0.05 level. Per SD increment of lignan intake was associated with 20.7 nM (SEM: 2.3 nM) higher enterolactone concentrations among participants with a higher species score, whereas the corresponding estimate was 4.0 nM (SEM: 1.7 nM) among participants with a lower species score (P for interaction < 0.001). A total of 12 plasma metabolites were also significantly associated with these enterolactone-predicting species. Of the association between lignan intake and metabolic risk, 19.8% (95%CI: 7.3%-43.6%) was explained by the species score alone, 54.5% (95%CI: 21.8%-83.7%) by both species score and enterolactone levels, and 79.8% (95%CI: 17.7%-98.6%) by further considering the 12 plasma metabolites. CONCLUSION: We identified multiple gut bacteria species that were enriched or depleted at higher plasma levels of enterolactone in men. These species jointly modified the associations of lignan intake with plasma enterolactone levels and explained the majority of association between lignan intake and metabolic risk along with enterolactone levels and certain plasma metabolites. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12866-022-02495-0. BioMed Central 2022-03-29 /pmc/articles/PMC8966171/ /pubmed/35350985 http://dx.doi.org/10.1186/s12866-022-02495-0 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Li, Yanping Wang, Fenglei Li, Jun Ivey, Kerry L. Wilkinson, Jeremy E. Wang, Dong D. Li, Ruifeng Liu, Gang Eliassen, Heather A. Chan, Andrew T. Clish, Clary B. Huttenhower, Curtis Hu, Frank B. Sun, Qi Rimm, Eric B. Dietary lignans, plasma enterolactone levels, and metabolic risk in men: exploring the role of the gut microbiome |
title | Dietary lignans, plasma enterolactone levels, and metabolic risk in men: exploring the role of the gut microbiome |
title_full | Dietary lignans, plasma enterolactone levels, and metabolic risk in men: exploring the role of the gut microbiome |
title_fullStr | Dietary lignans, plasma enterolactone levels, and metabolic risk in men: exploring the role of the gut microbiome |
title_full_unstemmed | Dietary lignans, plasma enterolactone levels, and metabolic risk in men: exploring the role of the gut microbiome |
title_short | Dietary lignans, plasma enterolactone levels, and metabolic risk in men: exploring the role of the gut microbiome |
title_sort | dietary lignans, plasma enterolactone levels, and metabolic risk in men: exploring the role of the gut microbiome |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8966171/ https://www.ncbi.nlm.nih.gov/pubmed/35350985 http://dx.doi.org/10.1186/s12866-022-02495-0 |
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