Abstract
Coevolution of mammals and their gut microbiota has profoundly affected their radiation into myriad habitats. We used shotgun sequencing of microbial community DNA and targeted sequencing of bacterial 16S ribosomal RNA genes to gain an understanding of how microbial communities adapt to extremes of diet. We sampled fecal DNA from 33 mammalian species and 18 humans who kept detailed diet records, and we found that the adaptation of the microbiota to diet is similar across different mammalian lineages. Functional repertoires of microbiome genes, such as those encoding carbohydrate-active enzymes and proteases, can be predicted from bacterial species assemblages. These results illustrate the value of characterizing vertebrate gut microbiomes to understand host evolutionary histories at a supraorganismal level.
MeSH Terms
Adaptation, Physiological
Amino Acids/biosynthesis
Animals
Bacteria/classification,genetics,metabolism
Biological Evolution
Biostatistics
Caloric Restriction
Diet
Enzymes/genetics,metabolism
Feces/microbiology
Gastrointestinal Tract/microbiology,physiology
Genes, Bacterial
Genes, rRNA
Humans
Least-Squares Analysis
Mammals/microbiology,physiology
Metagenome/physiology
Monte Carlo Method
Phylogeny
Proteins/metabolism
RNA, Ribosomal, 16S/genetics
Sequence Analysis, DNA
Chemicals
Amino Acids
Enzymes
Proteins
RNA, Ribosomal, 16S
Authors & Affiliations
9 authors, click to expand affiliations / ORCID
Muegge Brian D
Center for Genome Sciences and Systems Biology, Washington University School of Medicine, St. Louis, MO 63108, USA.
Kuczynski Justin
Knights Dan
Clemente Jose C
González Antonio
Fontana Luigi
Henrissat Bernard
Knight Rob
Gordon Jeffrey I
References (27)
27 references, click to expand
-
Aging, adiposity, and calorie restriction.
JAMA. 2007 Mar 7;297(9):986-94
PMID: 17341713
-
Evolution of mammals and their gut microbes.
Science. 2008 Jun 20;320(5883):1647-51
PMID: 18497261
-
Rapidly denoising pyrosequencing amplicon reads by exploiting rank-abundance distributions.
Nat Methods. 2010 Sep;7(9):668-9
PMID: 20805793
-
The Carbohydrate-Active EnZymes database (CAZy): an expert resource for Glycogenomics.
Nucleic Acids Res. 2009 Jan;37(Database issue):D233-8
PMID: 18838391
-
Comparison of species richness estimates obtained using nearly complete fragments and simulated pyrosequencing-generated fragments in 16S rRNA gene-based environmental surveys.
Appl Environ Microbiol. 2009 Aug;75(16):5227-36
PMID: 19561178
-
UniFrac: a new phylogenetic method for comparing microbial communities.
Appl Environ Microbiol. 2005 Dec;71(12):8228-35
PMID: 16332807
-
Misreporting of energy and micronutrient intake estimated by food records and 24 hour recalls, control and adjustment methods in practice.
Br J Nutr. 2009 Jul;101 Suppl 2:S73-85
PMID: 19594967
-
Systematic artifacts in metagenomes from complex microbial communities.
ISME J. 2009 Nov;3(11):1314-7
PMID: 19587772
-
The key role of anaplerosis and cataplerosis for citric acid cycle function.
J Biol Chem. 2002 Aug 23;277(34):30409-12
PMID: 12087111
-
Genome 10K: a proposal to obtain whole-genome sequence for 10,000 vertebrate species.
J Hered. 2009 Nov-Dec;100(6):659-74
PMID: 19892720
-
The MetaCyc database of metabolic pathways and enzymes and the BioCyc collection of pathway/genome databases.
Nucleic Acids Res. 2010 Jan;38(Database issue):D473-9
PMID: 19850718
-
Evolutionary relationships of wild hominids recapitulated by gut microbial communities.
PLoS Biol. 2010 Nov 16;8(11):e1000546
PMID: 21103409
-
Chimeric 16S rRNA sequence formation and detection in Sanger and 454-pyrosequenced PCR amplicons.
Genome Res. 2011 Mar;21(3):494-504
PMID: 21212162
-
Global patterns of 16S rRNA diversity at a depth of millions of sequences per sample.
Proc Natl Acad Sci U S A. 2011 Mar 15;108 Suppl 1:4516-22
PMID: 20534432
-
Polysaccharide breakdown by anaerobic microorganisms inhabiting the Mammalian gut.
Adv Appl Microbiol. 2004;56:89-120
PMID: 15566977
-
A core gut microbiome in obese and lean twins.
Nature. 2009 Jan 22;457(7228):480-4
PMID: 19043404
-
Cytoscape: a software environment for integrated models of biomolecular interaction networks.
Genome Res. 2003 Nov;13(11):2498-504
PMID: 14597658
-
MEGAN analysis of metagenomic data.
Genome Res. 2007 Mar;17(3):377-86
PMID: 17255551
-
Effect of 6-month calorie restriction on biomarkers of longevity, metabolic adaptation, and oxidative stress in overweight individuals: a randomized controlled trial.
JAMA. 2006 Apr 5;295(13):1539-48
PMID: 16595757
-
KEGG: kyoto encyclopedia of genes and genomes.
Nucleic Acids Res. 2000 Jan 1;28(1):27-30
PMID: 10592173
-
QIIME allows analysis of high-throughput community sequencing data.
Nat Methods. 2010 May;7(5):335-6
PMID: 20383131
-
Sources of data for developing and maintaining a nutrient database.
J Am Diet Assoc. 1988 Oct;88(10):1268-71
PMID: 3171020
-
MEROPS: the peptidase database.
Nucleic Acids Res. 2010 Jan;38(Database issue):D227-33
PMID: 19892822
-
Relationships of human disturbance, bird communities, and plant communities along the land-water interface of a large reservoir.
Environ Monit Assess. 2002 Jan;73(1):67-93
PMID: 11878629
-
PyCogent: a toolkit for making sense from sequence.
Genome Biol. 2007;8(8):R171
PMID: 17708774
-
ShotgunFunctionalizeR: an R-package for functional comparison of metagenomes.
Bioinformatics. 2009 Oct 15;25(20):2737-8
PMID: 19696045
-
Carbon dioxide starvation, the development of C4 ecosystems, and mammalian evolution.
Philos Trans R Soc Lond B Biol Sci. 1998 Jan 29;353(1365):159-70; discussion 170-1
PMID: 9507562