Abstract
Microbes are difficult to culture. Consequently, the primary source of information about a fundamental evolutionary topic, life's diversity, is the environmental distribution of gene sequences. We report the most comprehensive analysis of the environmental distribution of bacteria to date, based on 21,752 16S rRNA sequences compiled from 111 studies of diverse physical environments. We clustered the samples based on similarities in the phylogenetic lineages that they contain and found that, surprisingly, the major environmental determinant of microbial community composition is salinity rather than extremes of temperature, pH, or other physical and chemical factors represented in our samples. We find that sediments are more phylogenetically diverse than any other environment type. Surprisingly, soil, which has high species-level diversity, has below-average phylogenetic diversity. This work provides a framework for understanding the impact of environmental factors on bacterial evolution and for the direction of future sequencing efforts to discover new lineages.
MeSH Terms
Adaptation, Biological/genetics
Bacteria/genetics
Biodiversity
Demography
Ecology
Genetic Variation
Phylogeny
RNA, Bacterial/analysis,genetics
RNA, Ribosomal, 16S/analysis,genetics
Soil Microbiology
Chemicals
RNA, Bacterial
RNA, Ribosomal, 16S
Authors & Affiliations
2 authors, click to expand affiliations / ORCID
Lozupone Catherine A
Department of Molecular, Cellular, and Developmental Biology, University of Colorado, Boulder, CO 80309, USA.
Knight Rob
References (21)
21 references, click to expand
-
Comparative phylogenetic assignment of environmental sequences of genes encoding 16S rRNA and numerically abundant culturable bacteria from an anoxic rice paddy soil.
Appl Environ Microbiol. 1999 Nov;65(11):5050-8
PMID: 10543822
-
The RDP-II (Ribosomal Database Project).
Nucleic Acids Res. 2001 Jan 1;29(1):173-4
PMID: 11125082
-
Prokaryotic diversity--magnitude, dynamics, and controlling factors.
Science. 2002 May 10;296(5570):1064-6
PMID: 12004116
-
Chimeric 16S rDNA sequences of diverse origin are accumulating in the public databases.
Int J Syst Evol Microbiol. 2003 Jan;53(Pt 1):289-93
PMID: 12656186
-
Filamentous "Epsilonproteobacteria" dominate microbial mats from sulfidic cave springs.
Appl Environ Microbiol. 2003 Sep;69(9):5503-11
PMID: 12957939
-
The uncultured microbial majority.
Annu Rev Microbiol. 2003;57:369-94
PMID: 14527284
-
Diversity and structure of bacterial communities in Arctic versus Antarctic pack ice.
Appl Environ Microbiol. 2003 Nov;69(11):6610-9
PMID: 14602620
-
ARB: a software environment for sequence data.
Nucleic Acids Res. 2004;32(4):1363-71
PMID: 14985472
-
Environmental genome shotgun sequencing of the Sargasso Sea.
Science. 2004 Apr 2;304(5667):66-74
PMID: 15001713
-
A molecular view of microbial diversity and the biosphere.
Science. 1997 May 2;276(5313):734-40
PMID: 9115194
-
Impact of culture-independent studies on the emerging phylogenetic view of bacterial diversity.
J Bacteriol. 1998 Sep;180(18):4765-74
PMID: 9733676
-
Phylogenetic analysis of particle-attached and free-living bacterial communities in the Columbia river, its estuary, and the adjacent coastal ocean.
Appl Environ Microbiol. 1999 Jul;65(7):3192-204
PMID: 10388721
-
Status of the microbial census.
Microbiol Mol Biol Rev. 2004 Dec;68(4):686-91
PMID: 15590780
-
Comparative metagenomics of microbial communities.
Science. 2005 Apr 22;308(5721):554-7
PMID: 15845853
-
Computational improvements reveal great bacterial diversity and high metal toxicity in soil.
Science. 2005 Aug 26;309(5739):1387-90
PMID: 16123304
-
UniFrac: a new phylogenetic method for comparing microbial communities.
Appl Environ Microbiol. 2005 Dec;71(12):8228-35
PMID: 16332807
-
Unexpected diversity and complexity of the Guerrero Negro hypersaline microbial mat.
Appl Environ Microbiol. 2006 May;72(5):3685-95
PMID: 16672518
-
NAST: a multiple sequence alignment server for comparative analysis of 16S rRNA genes.
Nucleic Acids Res. 2006 Jul 1;34(Web Server issue):W394-9
PMID: 16845035
-
DivergentSet, a tool for picking non-redundant sequences from large sequence collections.
Mol Cell Proteomics. 2006 Aug;5(8):1520-32
PMID: 16769708
-
UniFrac--an online tool for comparing microbial community diversity in a phylogenetic context.
BMC Bioinformatics. 2006;7:371
PMID: 16893466
-
Quantitative and qualitative beta diversity measures lead to different insights into factors that structure microbial communities.
Appl Environ Microbiol. 2007 Mar;73(5):1576-85
PMID: 17220268