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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Published inPeerJ (San Francisco, CA) Vol. 4; p. e1514
Main Authors Chen, Jun, Ryu, Euijung, Hathcock, Matthew, Ballman, Karla, Chia, Nicholas, Olson, Janet E, Nelson, Heidi
Format Journal Article
LanguageEnglish
Published United States PeerJ. Ltd 07.01.2016
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Abstract 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.
AbstractList 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 [beta]-diversity (P < 0.05, unweighted UniFrac). BMI, race and alcohol use were also significantly associated with microbial [alpha]-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.sup.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.
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.
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.
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 R2 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.
ArticleNumber e1514
Audience Academic
Author Ballman, Karla
Olson, Janet E
Chen, Jun
Ryu, Euijung
Nelson, Heidi
Hathcock, Matthew
Chia, Nicholas
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  organization: Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota, United States; Microbiome Program, Center for Individualized Medicine, Mayo Clinic, Rochester, Minnesota, United States
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  givenname: Euijung
  surname: Ryu
  fullname: Ryu, Euijung
  organization: Department of Health Sciences Research, Mayo Clinic , Rochester, Minnesota , United States
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  givenname: Matthew
  surname: Hathcock
  fullname: Hathcock, Matthew
  organization: Department of Health Sciences Research, Mayo Clinic , Rochester, Minnesota , United States
– sequence: 4
  givenname: Karla
  surname: Ballman
  fullname: Ballman, Karla
  organization: Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota, United States; Division of Biostatistics and Epidemiology, Weill Medical College of Cornell University, New York, New York, United States
– sequence: 5
  givenname: Nicholas
  surname: Chia
  fullname: Chia, Nicholas
  organization: Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota, United States; Microbiome Program, Center for Individualized Medicine, Mayo Clinic, Rochester, Minnesota, United States; Department of Surgery, Mayo Clinic, Rochester, Minnesota, United States; Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, United States
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  givenname: Janet E
  surname: Olson
  fullname: Olson, Janet E
  organization: Department of Health Sciences Research, Mayo Clinic , Rochester, Minnesota , United States
– sequence: 7
  givenname: Heidi
  surname: Nelson
  fullname: Nelson, Heidi
  organization: Microbiome Program, Center for Individualized Medicine, Mayo Clinic, Rochester, Minnesota, United States; Department of Surgery, Mayo Clinic, Rochester, Minnesota, United States
BackLink https://www.ncbi.nlm.nih.gov/pubmed/26839739$$D View this record in MEDLINE/PubMed
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Keywords Microbial diversity
Target population
Demographics
Effect size
Microbiome
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Snippet The clinical utility of microbiome biomarkers depends on the reliable and reproducible nature of comparative results. Underappreciation of the variation...
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SubjectTerms Age
Analysis
Antibiotics
Behavior
Biodiversity
Body mass
Body mass index
Cancer
Constipation
Demographics
Demography
Diarrhea
Disease
Effect size
Gastroenterology and Hepatology
Intestinal microflora
Microbial diversity
Microbiology
Microbiome
Microbiota (Symbiotic organisms)
Obesity
Patients
Population
Public Health
Smoking
Species richness
Statistics
Studies
Target population
Tobacco
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Title Impact of demographics on human gut microbial diversity in a US Midwest population
URI https://www.ncbi.nlm.nih.gov/pubmed/26839739
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Volume 4
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