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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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. |
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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 |
Author_xml | – sequence: 1 givenname: Jun surname: Chen fullname: Chen, Jun organization: Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota, United States; Microbiome Program, Center for Individualized Medicine, Mayo Clinic, Rochester, Minnesota, United States – sequence: 2 givenname: Euijung surname: Ryu fullname: Ryu, Euijung organization: Department of Health Sciences Research, Mayo Clinic , Rochester, Minnesota , United States – sequence: 3 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 – sequence: 6 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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Cites_doi | 10.1186/s13059-014-0531-y 10.1038/nature08821 10.1016/j.chom.2013.07.012 10.1038/nature11450 10.3402/mehd.v25.22857 10.1136/gut.48.2.198 10.1053/j.gastro.2004.03.024 10.1371/journal.pone.0071108 10.1371/journal.pone.0034242 10.1093/aje/kws449 10.1038/nature09944 10.1890/13-0133.1 10.1038/nrg3182 10.1128/AEM.71.12.8228-8235.2005 10.1128/mBio.01021-14 10.1371/journal.pone.0114804 10.7554/eLife.01202 10.1002/oby.20466 10.1038/ismej.2015.11 10.1016/j.cell.2014.09.053 10.1016/j.jhep.2013.12.019 10.1371/journal.pbio.1001377 10.1017/S0007114509991553 10.1038/ismej.2012.8 10.1371/journal.pone.0059260 10.7287/peerj.preprints.1353 10.1038/4441022a 10.1371/journal.ppat.1003829 10.1890/0012-9658(2001)082[0290:FMMTCD]2.0.CO;2 10.1038/nrmicro3086 10.1097/00075197-200301000-00008 10.1016/j.febslet.2014.09.039 10.2174/138161209788168164 10.1038/nature07540 10.1038/nature05414 10.1038/nri2515 10.1016/j.mayocp.2013.06.006 10.1038/nrg2825 10.1371/journal.pone.0070803 10.1093/bioinformatics/bts342 10.1038/nature11234 10.1053/j.gastro.2014.01.001 |
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Keywords | Microbial diversity Target population Demographics Effect size Microbiome |
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References | Mutlu (10.7717/peerj.1514/ref-26) 2014; 10 Olson (10.7717/peerj.1514/ref-27) 2013; 88 Turnbaugh (10.7717/peerj.1514/ref-37) 2006; 444 Qin (10.7717/peerj.1514/ref-28) 2010; 464 Cani (10.7717/peerj.1514/ref-5) 2009; 15 Caporaso (10.7717/peerj.1514/ref-6) 2012; 6 Gevers (10.7717/peerj.1514/ref-14) 2012; 10 Hopkins (10.7717/peerj.1514/ref-17) 2001; 48 Mäkivuokko (10.7717/peerj.1514/ref-24) 2010; 103 McArdle (10.7717/peerj.1514/ref-25) 2001; 82 Sartor (10.7717/peerj.1514/ref-32) 2004; 126 Chao (10.7717/peerj.1514/ref-7) 2014; 84 Rubinstein (10.7717/peerj.1514/ref-31) 2014; 14 Goodrich (10.7717/peerj.1514/ref-15) 2014; 159 Qin (10.7717/peerj.1514/ref-29) 2012; 490 Verdam (10.7717/peerj.1514/ref-38) 2013; 21 Chiu (10.7717/peerj.1514/ref-9) 2015 Bajaj (10.7717/peerj.1514/ref-3) 2014; 60 Round (10.7717/peerj.1514/ref-30) 2009; 9 Walters (10.7717/peerj.1514/ref-39) 2014; 588 David (10.7717/peerj.1514/ref-11) 2013; 11 Flores (10.7717/peerj.1514/ref-12) 2014; 15 Sepp (10.7717/peerj.1514/ref-35) 2014; 25 Biedermann (10.7717/peerj.1514/ref-4) 2013; 8 Scher (10.7717/peerj.1514/ref-33) 2013; 2 Zhang (10.7717/peerj.1514/ref-41) 2015; 9 Abreu (10.7717/peerj.1514/ref-1) 2014; 146 Arumugam (10.7717/peerj.1514/ref-2) 2011; 473 Jeraldo (10.7717/peerj.1514/ref-20) 2014; 9 Huse (10.7717/peerj.1514/ref-19) 2012; 7 Zhang (10.7717/peerj.1514/ref-42) 2013; 8 Foxman (10.7717/peerj.1514/ref-13) 2013; 177 Lozupone (10.7717/peerj.1514/ref-23) 2005; 71 Chen (10.7717/peerj.1514/ref-8) 2012; 28 Hébuterne (10.7717/peerj.1514/ref-16) 2003; 6 Turnbaugh (10.7717/peerj.1514/ref-36) 2009; 457 Leek (10.7717/peerj.1514/ref-21) 2010; 11 Schubert (10.7717/peerj.1514/ref-34) 2014; 5 Ley (10.7717/peerj.1514/ref-22) 2006; 444 Cho (10.7717/peerj.1514/ref-10) 2012; 13 Weir (10.7717/peerj.1514/ref-40) 2013; 8 Human Microbiome Project Consortium (10.7717/peerj.1514/ref-18) 2012; 486 |
References_xml | – volume: 15 start-page: 531 issue: 12 year: 2014 ident: 10.7717/peerj.1514/ref-12 article-title: Temporal variability is a personalized feature of the human microbiome publication-title: Genome Biology doi: 10.1186/s13059-014-0531-y contributor: fullname: Flores – volume: 464 start-page: 59 year: 2010 ident: 10.7717/peerj.1514/ref-28 article-title: A human gut microbial gene catalogue established by metagenomic sequencing publication-title: Nature doi: 10.1038/nature08821 contributor: fullname: Qin – volume: 14 start-page: 195 issue: 2 year: 2014 ident: 10.7717/peerj.1514/ref-31 article-title: Fusobacterium nucleatum promotes colorectal carcinogenesis by modulating E-cadherin/β-catenin signaling via its FadA adhesin publication-title: Cell Host & Microbe doi: 10.1016/j.chom.2013.07.012 contributor: fullname: Rubinstein – volume: 490 start-page: 55 issue: 7418 year: 2012 ident: 10.7717/peerj.1514/ref-29 article-title: A metagenome-wide association study of gut microbiota in type 2 diabetes publication-title: Nature doi: 10.1038/nature11450 contributor: fullname: Qin – volume: 25 year: 2014 ident: 10.7717/peerj.1514/ref-35 article-title: Higher blood glucose level associated with body mass index and gut microbiota in elderly people publication-title: Microbial Ecology in Health and Disease doi: 10.3402/mehd.v25.22857 contributor: fullname: Sepp – volume: 48 start-page: 198 issue: 2 year: 2001 ident: 10.7717/peerj.1514/ref-17 article-title: Age and disease related changes in intestinal bacterial populations assessed by cell culture, 16S rRNA abundance, and community cellular fatty acid profiles publication-title: Gut doi: 10.1136/gut.48.2.198 contributor: fullname: Hopkins – volume: 126 start-page: 1620 issue: 6 year: 2004 ident: 10.7717/peerj.1514/ref-32 article-title: Therapeutic manipulation of the enteric microflora in inflammatory bowel diseases: antibiotics, probiotics, and prebiotics publication-title: Gastroenterology doi: 10.1053/j.gastro.2004.03.024 contributor: fullname: Sartor – volume: 8 start-page: e71108 issue: 8 year: 2013 ident: 10.7717/peerj.1514/ref-42 article-title: Human gut microbiota changes reveal the progression of glucose intolerance publication-title: PLoS ONE doi: 10.1371/journal.pone.0071108 contributor: fullname: Zhang – volume: 7 start-page: e34242 issue: 6 year: 2012 ident: 10.7717/peerj.1514/ref-19 article-title: A core human microbiome as viewed through 16S rRNA sequence clusters publication-title: PLoS ONE doi: 10.1371/journal.pone.0034242 contributor: fullname: Huse – volume: 177 start-page: 197 issue: 3 year: 2013 ident: 10.7717/peerj.1514/ref-13 article-title: Implications of the human microbiome project for epidemiology publication-title: American Journal of Epidemiology doi: 10.1093/aje/kws449 contributor: fullname: Foxman – volume: 473 start-page: 174 issue: 7346 year: 2011 ident: 10.7717/peerj.1514/ref-2 article-title: Enterotypes of the human gut microbiome publication-title: Nature doi: 10.1038/nature09944 contributor: fullname: Arumugam – volume: 84 start-page: 45 issue: 1 year: 2014 ident: 10.7717/peerj.1514/ref-7 article-title: Rarefaction and extrapolation with hill numbers: a framework for sampling and estimation in species diversity studies publication-title: Ecological Monographs doi: 10.1890/13-0133.1 contributor: fullname: Chao – volume: 13 start-page: 260 year: 2012 ident: 10.7717/peerj.1514/ref-10 article-title: The human microbiome: at the interface of health and disease publication-title: Nature Reviews Genetics doi: 10.1038/nrg3182 contributor: fullname: Cho – volume: 71 start-page: 8228 issue: 12 year: 2005 ident: 10.7717/peerj.1514/ref-23 article-title: UniFrac: a new phylogenetic method for comparing microbial communities publication-title: Applied and Environmental Microbiology doi: 10.1128/AEM.71.12.8228-8235.2005 contributor: fullname: Lozupone – volume: 5 start-page: e01021-14 issue: 3 year: 2014 ident: 10.7717/peerj.1514/ref-34 article-title: Microbiome data distinguish patients with clostridium difficile infection and non-C. difficile-associated diarrhea from healthy controls publication-title: mBio doi: 10.1128/mBio.01021-14 contributor: fullname: Schubert – volume: 9 start-page: e114804 issue: 12 year: 2014 ident: 10.7717/peerj.1514/ref-20 article-title: IM-TORNADO: a tool for comparison of 16s reads from paired-end libraries publication-title: PLoS ONE doi: 10.1371/journal.pone.0114804 contributor: fullname: Jeraldo – volume: 2 start-page: e01202 year: 2013 ident: 10.7717/peerj.1514/ref-33 article-title: Expansion of intestinal Prevotella copri correlates with enhanced susceptibility to arthritis publication-title: eLife doi: 10.7554/eLife.01202 contributor: fullname: Scher – volume: 21 start-page: E607 issue: 12 year: 2013 ident: 10.7717/peerj.1514/ref-38 article-title: Human intestinal microbiota composition is associated with local and systemic inflammation in obesity publication-title: Obesity doi: 10.1002/oby.20466 contributor: fullname: Verdam – volume: 9 start-page: 1979 year: 2015 ident: 10.7717/peerj.1514/ref-41 article-title: A phylo-functional core of gut microbiota in healthy young Chinese cohorts across lifestyles, geography and ethnicities publication-title: The ISME Journal doi: 10.1038/ismej.2015.11 contributor: fullname: Zhang – volume: 159 start-page: 789 issue: 4 year: 2014 ident: 10.7717/peerj.1514/ref-15 article-title: Human genetics shape the gut microbiome publication-title: Cell doi: 10.1016/j.cell.2014.09.053 contributor: fullname: Goodrich – volume: 60 start-page: 940 issue: 5 year: 2014 ident: 10.7717/peerj.1514/ref-3 article-title: Altered profile of human gut microbiome is associated with cirrhosis and its complications publication-title: Journal of Hepatology doi: 10.1016/j.jhep.2013.12.019 contributor: fullname: Bajaj – volume: 10 start-page: e1001377 issue: 8 year: 2012 ident: 10.7717/peerj.1514/ref-14 article-title: The human microbiome project: a community resource for the healthy human microbiome publication-title: PLoS Biology doi: 10.1371/journal.pbio.1001377 contributor: fullname: Gevers – volume: 103 start-page: 227 issue: 2 year: 2010 ident: 10.7717/peerj.1514/ref-24 article-title: The effect of age and non-steroidal anti-inflammatory drugs on human intestinal microbiota composition publication-title: British Journal of Nutrition doi: 10.1017/S0007114509991553 contributor: fullname: Mäkivuokko – volume: 6 start-page: 1621 year: 2012 ident: 10.7717/peerj.1514/ref-6 article-title: Ultra-high-throughput microbial community analysis on the Illumina HiSeq and MiSeq platforms publication-title: The ISME Journal doi: 10.1038/ismej.2012.8 contributor: fullname: Caporaso – volume: 8 start-page: e59260 issue: 3 year: 2013 ident: 10.7717/peerj.1514/ref-4 article-title: Smoking cessation induces profound changes in the composition of the intestinal microbiota in humans publication-title: PLoS ONE doi: 10.1371/journal.pone.0059260 contributor: fullname: Biedermann – year: 2015 ident: 10.7717/peerj.1514/ref-9 article-title: Estimating and comparing microbial diversity in the presence of sequencing errors publication-title: PeerJ PrePrints doi: 10.7287/peerj.preprints.1353 contributor: fullname: Chiu – volume: 444 start-page: 1022 year: 2006 ident: 10.7717/peerj.1514/ref-22 article-title: Microbial ecology: human gut microbes associated with obesity publication-title: Nature doi: 10.1038/4441022a contributor: fullname: Ley – volume: 10 start-page: e1003829 issue: 2 year: 2014 ident: 10.7717/peerj.1514/ref-26 article-title: A compositional look at the human gastrointestinal microbiome and immune activation parameters in HIV infected subjects publication-title: PLoS Pathogens doi: 10.1371/journal.ppat.1003829 contributor: fullname: Mutlu – volume: 82 start-page: 290 issue: 1 year: 2001 ident: 10.7717/peerj.1514/ref-25 article-title: Fitting multivariate models to community data: a comment on distance-based redundancy analysis publication-title: Ecology doi: 10.1890/0012-9658(2001)082[0290:FMMTCD]2.0.CO;2 contributor: fullname: McArdle – volume: 11 start-page: 509 year: 2013 ident: 10.7717/peerj.1514/ref-11 article-title: Microbiome: a bacterial trigger for liver cancer publication-title: Nature Reviews Microbiology doi: 10.1038/nrmicro3086 contributor: fullname: David – volume: 6 start-page: 49 issue: 1 year: 2003 ident: 10.7717/peerj.1514/ref-16 article-title: Gut changes attributed to ageing: effects on intestinal microflora publication-title: Current Opinion in Clinical Nutrition & Metabolic Care doi: 10.1097/00075197-200301000-00008 contributor: fullname: Hébuterne – volume: 588 start-page: 4223 issue: 22 year: 2014 ident: 10.7717/peerj.1514/ref-39 article-title: Meta-analyses of human gut microbes associated with obesity and IBD publication-title: FEBS Letters doi: 10.1016/j.febslet.2014.09.039 contributor: fullname: Walters – volume: 15 start-page: 1546 issue: 13 year: 2009 ident: 10.7717/peerj.1514/ref-5 article-title: The role of the gut microbiota in energy metabolism and metabolic disease publication-title: Current Pharmaceutical Design doi: 10.2174/138161209788168164 contributor: fullname: Cani – volume: 457 start-page: 480 year: 2009 ident: 10.7717/peerj.1514/ref-36 article-title: A core gut microbiome in obese and lean twins publication-title: Nature doi: 10.1038/nature07540 contributor: fullname: Turnbaugh – volume: 444 start-page: 1027 year: 2006 ident: 10.7717/peerj.1514/ref-37 article-title: An obesity-associated gut microbiome with increased capacity for energy harvest publication-title: Nature doi: 10.1038/nature05414 contributor: fullname: Turnbaugh – volume: 9 start-page: 313 year: 2009 ident: 10.7717/peerj.1514/ref-30 article-title: The gut microbiota shapes intestinal immune responses during health and disease publication-title: Nature Reviews Immunology doi: 10.1038/nri2515 contributor: fullname: Round – volume: 88 start-page: 952 issue: 9 year: 2013 ident: 10.7717/peerj.1514/ref-27 article-title: The Mayo Clinic Biobank: a building block for individualized medicine publication-title: Mayo Clinic Proceedings doi: 10.1016/j.mayocp.2013.06.006 contributor: fullname: Olson – volume: 11 start-page: 733 year: 2010 ident: 10.7717/peerj.1514/ref-21 article-title: Tackling the widespread and critical impact of batch effects in high-throughput data publication-title: Nature Reviews Genetics doi: 10.1038/nrg2825 contributor: fullname: Leek – volume: 8 start-page: e70803 issue: 8 year: 2013 ident: 10.7717/peerj.1514/ref-40 article-title: Stool microbiome and metabolome differences between colorectal cancer patients and healthy adults publication-title: PLoS ONE doi: 10.1371/journal.pone.0070803 contributor: fullname: Weir – volume: 28 start-page: 2106 year: 2012 ident: 10.7717/peerj.1514/ref-8 article-title: Associating microbiome composition with environmental covariates using generalized UniFrac distances publication-title: Bioinformatics doi: 10.1093/bioinformatics/bts342 contributor: fullname: Chen – volume: 486 start-page: 207 issue: 7402 year: 2012 ident: 10.7717/peerj.1514/ref-18 article-title: Structure, function and diversity of the healthy human microbiome publication-title: Nature doi: 10.1038/nature11234 contributor: fullname: Human Microbiome Project Consortium – volume: 146 start-page: 1534 issue: 6 year: 2014 ident: 10.7717/peerj.1514/ref-1 article-title: Gastrointestinal malignancy and the microbiome publication-title: Gastroenterology doi: 10.1053/j.gastro.2014.01.001 contributor: fullname: Abreu |
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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 |
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