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Gut Microbial Protein Expression in Response to Dietary Patterns in a Controlled Feeding Study: A Metaproteomic Approach

Although the gut microbiome has been associated with dietary patterns linked to health, microbial metabolism is not well characterized. This ancillary study was a proof of principle analysis for a novel application of metaproteomics to study microbial protein expression in a controlled dietary inter...

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Autores principales: Pan, Sheng, Hullar, Meredith A. J., Lai, Lisa A., Peng, Hong, May, Damon H., Noble, William S., Raftery, Daniel, Navarro, Sandi L., Neuhouser, Marian L., Lampe, Paul D., Lampe, Johanna W., Chen, Ru
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7143255/
https://www.ncbi.nlm.nih.gov/pubmed/32156071
http://dx.doi.org/10.3390/microorganisms8030379
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author Pan, Sheng
Hullar, Meredith A. J.
Lai, Lisa A.
Peng, Hong
May, Damon H.
Noble, William S.
Raftery, Daniel
Navarro, Sandi L.
Neuhouser, Marian L.
Lampe, Paul D.
Lampe, Johanna W.
Chen, Ru
author_facet Pan, Sheng
Hullar, Meredith A. J.
Lai, Lisa A.
Peng, Hong
May, Damon H.
Noble, William S.
Raftery, Daniel
Navarro, Sandi L.
Neuhouser, Marian L.
Lampe, Paul D.
Lampe, Johanna W.
Chen, Ru
author_sort Pan, Sheng
collection PubMed
description Although the gut microbiome has been associated with dietary patterns linked to health, microbial metabolism is not well characterized. This ancillary study was a proof of principle analysis for a novel application of metaproteomics to study microbial protein expression in a controlled dietary intervention. We measured the response of the microbiome to diet in a randomized crossover dietary intervention of a whole-grain, low glycemic load diet (WG) and a refined-grain, high glycemic load diet (RG). Total proteins in stools from 9 participants at the end of each diet period (n = 18) were analyzed by LC MS/MS and proteins were identified using the Human Microbiome Project (HMP) human gut microbiome database and UniProt human protein databases. T-tests, controlling for false discovery rate (FDR) <10%, were used to compare the Gene Ontology (GO) biological processes and bacterial enzymes between the two interventions. Using shotgun proteomics, more than 53,000 unique peptides were identified including microbial (89%) and human peptides (11%). Forty-eight bacterial enzymes were statistically different between the diets, including those implicated in SCFA production and degradation of fatty acids. Enzymes associated with degradation of human mucin were significantly enriched in the RG diet. These results illustrate that the metaproteomic approach is a valuable tool to study the microbial metabolism of diets that may influence host health.
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spelling pubmed-71432552020-04-14 Gut Microbial Protein Expression in Response to Dietary Patterns in a Controlled Feeding Study: A Metaproteomic Approach Pan, Sheng Hullar, Meredith A. J. Lai, Lisa A. Peng, Hong May, Damon H. Noble, William S. Raftery, Daniel Navarro, Sandi L. Neuhouser, Marian L. Lampe, Paul D. Lampe, Johanna W. Chen, Ru Microorganisms Article Although the gut microbiome has been associated with dietary patterns linked to health, microbial metabolism is not well characterized. This ancillary study was a proof of principle analysis for a novel application of metaproteomics to study microbial protein expression in a controlled dietary intervention. We measured the response of the microbiome to diet in a randomized crossover dietary intervention of a whole-grain, low glycemic load diet (WG) and a refined-grain, high glycemic load diet (RG). Total proteins in stools from 9 participants at the end of each diet period (n = 18) were analyzed by LC MS/MS and proteins were identified using the Human Microbiome Project (HMP) human gut microbiome database and UniProt human protein databases. T-tests, controlling for false discovery rate (FDR) <10%, were used to compare the Gene Ontology (GO) biological processes and bacterial enzymes between the two interventions. Using shotgun proteomics, more than 53,000 unique peptides were identified including microbial (89%) and human peptides (11%). Forty-eight bacterial enzymes were statistically different between the diets, including those implicated in SCFA production and degradation of fatty acids. Enzymes associated with degradation of human mucin were significantly enriched in the RG diet. These results illustrate that the metaproteomic approach is a valuable tool to study the microbial metabolism of diets that may influence host health. MDPI 2020-03-07 /pmc/articles/PMC7143255/ /pubmed/32156071 http://dx.doi.org/10.3390/microorganisms8030379 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
Pan, Sheng
Hullar, Meredith A. J.
Lai, Lisa A.
Peng, Hong
May, Damon H.
Noble, William S.
Raftery, Daniel
Navarro, Sandi L.
Neuhouser, Marian L.
Lampe, Paul D.
Lampe, Johanna W.
Chen, Ru
Gut Microbial Protein Expression in Response to Dietary Patterns in a Controlled Feeding Study: A Metaproteomic Approach
title Gut Microbial Protein Expression in Response to Dietary Patterns in a Controlled Feeding Study: A Metaproteomic Approach
title_full Gut Microbial Protein Expression in Response to Dietary Patterns in a Controlled Feeding Study: A Metaproteomic Approach
title_fullStr Gut Microbial Protein Expression in Response to Dietary Patterns in a Controlled Feeding Study: A Metaproteomic Approach
title_full_unstemmed Gut Microbial Protein Expression in Response to Dietary Patterns in a Controlled Feeding Study: A Metaproteomic Approach
title_short Gut Microbial Protein Expression in Response to Dietary Patterns in a Controlled Feeding Study: A Metaproteomic Approach
title_sort gut microbial protein expression in response to dietary patterns in a controlled feeding study: a metaproteomic approach
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7143255/
https://www.ncbi.nlm.nih.gov/pubmed/32156071
http://dx.doi.org/10.3390/microorganisms8030379
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