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Impact of demographics on human gut microbial diversity in a US Midwest population

The clinical utility of microbiome biomarkers depends on the reliable and reproducible nature of comparative results. Underappreciation of the variation associated with common demographic, health, and behavioral factors may confound associations of interest and generate false positives. Here, we pre...

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Autores principales: Chen, Jun, Ryu, Euijung, Hathcock, Matthew, Ballman, Karla, Chia, Nicholas, Olson, Janet E, Nelson, Heidi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4734456/
https://www.ncbi.nlm.nih.gov/pubmed/26839739
http://dx.doi.org/10.7717/peerj.1514
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author Chen, Jun
Ryu, Euijung
Hathcock, Matthew
Ballman, Karla
Chia, Nicholas
Olson, Janet E
Nelson, Heidi
author_facet Chen, Jun
Ryu, Euijung
Hathcock, Matthew
Ballman, Karla
Chia, Nicholas
Olson, Janet E
Nelson, Heidi
author_sort Chen, Jun
collection PubMed
description The clinical utility of microbiome biomarkers depends on the reliable and reproducible nature of comparative results. Underappreciation of the variation associated with common demographic, health, and behavioral factors may confound associations of interest and generate false positives. Here, we present the Midwestern Reference Panel (MWRP), a resource for comparative gut microbiome studies conducted in the Midwestern United States. We analyzed the relationships between demographic and health behavior-related factors and the microbiota in this cohort, and estimated their effect sizes. Most variables investigated were associated with the gut microbiota. Specifically, body mass index (BMI), race, sex, and alcohol use were significantly associated with microbial β-diversity (P < 0.05, unweighted UniFrac). BMI, race and alcohol use were also significantly associated with microbial α-diversity (P < 0.05, species richness). Tobacco use showed a trend toward association with the microbiota (P < 0.1, unweighted UniFrac). The effect sizes of the associations, as quantified by adjusted R(2) values based on unweighted UniFrac distances, were small (< 1% for all variables), indicating that these factors explain only a small percentage of overall microbiota variability. Nevertheless, the significant associations between these variables and the gut microbiota suggest that they could still be potential confounders in comparative studies and that controlling for these variables in study design, which is the main objective of the MWRP, is important for increasing reproducibility in comparative microbiome studies.
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spelling pubmed-47344562016-02-02 Impact of demographics on human gut microbial diversity in a US Midwest population Chen, Jun Ryu, Euijung Hathcock, Matthew Ballman, Karla Chia, Nicholas Olson, Janet E Nelson, Heidi PeerJ Microbiology The clinical utility of microbiome biomarkers depends on the reliable and reproducible nature of comparative results. Underappreciation of the variation associated with common demographic, health, and behavioral factors may confound associations of interest and generate false positives. Here, we present the Midwestern Reference Panel (MWRP), a resource for comparative gut microbiome studies conducted in the Midwestern United States. We analyzed the relationships between demographic and health behavior-related factors and the microbiota in this cohort, and estimated their effect sizes. Most variables investigated were associated with the gut microbiota. Specifically, body mass index (BMI), race, sex, and alcohol use were significantly associated with microbial β-diversity (P < 0.05, unweighted UniFrac). BMI, race and alcohol use were also significantly associated with microbial α-diversity (P < 0.05, species richness). Tobacco use showed a trend toward association with the microbiota (P < 0.1, unweighted UniFrac). The effect sizes of the associations, as quantified by adjusted R(2) values based on unweighted UniFrac distances, were small (< 1% for all variables), indicating that these factors explain only a small percentage of overall microbiota variability. Nevertheless, the significant associations between these variables and the gut microbiota suggest that they could still be potential confounders in comparative studies and that controlling for these variables in study design, which is the main objective of the MWRP, is important for increasing reproducibility in comparative microbiome studies. PeerJ Inc. 2016-01-07 /pmc/articles/PMC4734456/ /pubmed/26839739 http://dx.doi.org/10.7717/peerj.1514 Text en © 2016 Chen et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited.
spellingShingle Microbiology
Chen, Jun
Ryu, Euijung
Hathcock, Matthew
Ballman, Karla
Chia, Nicholas
Olson, Janet E
Nelson, Heidi
Impact of demographics on human gut microbial diversity in a US Midwest population
title Impact of demographics on human gut microbial diversity in a US Midwest population
title_full Impact of demographics on human gut microbial diversity in a US Midwest population
title_fullStr Impact of demographics on human gut microbial diversity in a US Midwest population
title_full_unstemmed Impact of demographics on human gut microbial diversity in a US Midwest population
title_short Impact of demographics on human gut microbial diversity in a US Midwest population
title_sort impact of demographics on human gut microbial diversity in a us midwest population
topic Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4734456/
https://www.ncbi.nlm.nih.gov/pubmed/26839739
http://dx.doi.org/10.7717/peerj.1514
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