Cross-biome metagenomic analyses of soil microbial communities and their functional attributes

被引:1030
作者
Fierer, Noah [1 ,2 ]
Leff, Jonathan W. [2 ]
Adams, Byron J. [3 ,4 ]
Nielsen, Uffe N. [5 ,6 ]
Bates, Scott Thomas [2 ]
Lauber, Christian L. [2 ]
Owens, Sarah [7 ,8 ]
Gilbert, Jack A. [7 ,9 ]
Wall, Diana H. [10 ,11 ]
Caporaso, J. Gregory [7 ,12 ]
机构
[1] Univ Colorado, Dept Ecol & Evolutionary Biol, Boulder, CO 80309 USA
[2] Univ Colorado, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USA
[3] Brigham Young Univ, Dept Biol, Provo, UT 84602 USA
[4] Brigham Young Univ, Evolutionary Ecol Labs, Provo, UT 84602 USA
[5] Univ Western Sydney, Hawkesbury Inst Environm, Penrith, NSW 2751, Australia
[6] Univ Western Sydney, Sch Sci & Hlth, Penrith, NSW 2751, Australia
[7] Argonne Natl Lab, Inst Genom & Syst Biol, Argonne, IL 60439 USA
[8] Univ Chicago, Computat Inst, Chicago, IL 60637 USA
[9] Univ Chicago, Dept Ecol & Evolut, Chicago, IL 60637 USA
[10] Colorado State Univ, Dept Biol, Ft Collins, CO 80523 USA
[11] Colorado State Univ, Sch Global Environm Sustainabil, Ft Collins, CO 80523 USA
[12] No Arizona Univ, Dept Comp Sci, Flagstaff, AZ 86011 USA
基金
美国国家科学基金会;
关键词
shotgun metagenomics; soil microbial ecology; 16S rRNA gene sequencing; biogeography; 16S RIBOSOMAL-RNA; GLOBAL PATTERNS; BACTERIAL COMMUNITIES; DIVERSITY; BIOGEOGRAPHY; ECOLOGY; BIODIVERSITY; DEPTH; PH;
D O I
10.1073/pnas.1215210110
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
For centuries ecologists have studied how the diversity and functional traits of plant and animal communities vary across biomes. In contrast, we have only just begun exploring similar questions for soil microbial communities despite soil microbes being the dominant engines of biogeochemical cycles and a major pool of living biomass in terrestrial ecosystems. We used metagenomic sequencing to compare the composition and functional attributes of 16 soil microbial communities collected from cold deserts, hot deserts, forests, grasslands, and tundra. Those communities found in plant-free cold desert soils typically had the lowest levels of functional diversity (diversity of protein-coding gene categories) and the lowest levels of phylogenetic and taxonomic diversity. Across all soils, functional beta diversity was strongly correlated with taxonomic and phylogenetic beta diversity; the desert microbial communities were clearly distinct from the nondesert communities regardless of the metric used. The desert communities had higher relative abundances of genes associated with osmoregulation and dormancy, but lower relative abundances of genes associated with nutrient cycling and the catabolism of plant-derived organic compounds. Antibiotic resistance genes were consistently threefold less abundant in the desert soils than in the nondesert soils, suggesting that abiotic conditions, not competitive interactions, are more important in shaping the desert microbial communities. As the most comprehensive survey of soil taxonomic, phylogenetic, and functional diversity to date, this study demonstrates that metagenomic approaches can be used to build a predictive understanding of how microbial diversity and function vary across terrestrial biomes.
引用
收藏
页码:21390 / 21395
页数:6
相关论文
共 59 条
[1]   Call of the wild: antibiotic resistance genes in natural environments [J].
Allen, Heather K. ;
Donato, Justin ;
Wang, Helena Huimi ;
Cloud-Hansen, Karen A. ;
Davies, Julian ;
Handelsman, Jo .
NATURE REVIEWS MICROBIOLOGY, 2010, 8 (04) :251-259
[2]   Examining the global distribution of dominant archaeal populations in soil [J].
Bates, Scott T. ;
Berg-Lyons, Donna ;
Caporaso, J. Gregory ;
Walters, William A. ;
Knight, Rob ;
Fierer, Noah .
ISME JOURNAL, 2011, 5 (05) :908-917
[3]   Determinants of the distribution of nitrogen-cycling microbial communities at the landscape scale [J].
Bru, D. ;
Ramette, A. ;
Saby, N. P. A. ;
Dequiedt, S. ;
Ranjard, L. ;
Jolivet, C. ;
Arrouays, D. ;
Philippot, L. .
ISME JOURNAL, 2011, 5 (03) :532-542
[4]   Microbial community phylogenetic and trait diversity declines with depth in a marine oxygen minimum zone [J].
Bryant, Jessica A. ;
Stewart, Frank J. ;
Eppley, John M. ;
DeLong, Edward F. .
ECOLOGY, 2012, 93 (07) :1659-1673
[5]   Ultra-high-throughput microbial community analysis on the Illumina HiSeq and MiSeq platforms [J].
Caporaso, J. Gregory ;
Lauber, Christian L. ;
Walters, William A. ;
Berg-Lyons, Donna ;
Huntley, James ;
Fierer, Noah ;
Owens, Sarah M. ;
Betley, Jason ;
Fraser, Louise ;
Bauer, Markus ;
Gormley, Niall ;
Gilbert, Jack A. ;
Smith, Geoff ;
Knight, Rob .
ISME JOURNAL, 2012, 6 (08) :1621-1624
[6]   Global patterns of 16S rRNA diversity at a depth of millions of sequences per sample [J].
Caporaso, J. Gregory ;
Lauber, Christian L. ;
Walters, William A. ;
Berg-Lyons, Donna ;
Lozupone, Catherine A. ;
Turnbaugh, Peter J. ;
Fierer, Noah ;
Knight, Rob .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2011, 108 :4516-4522
[7]   QIIME allows analysis of high-throughput community sequencing data [J].
Caporaso, J. Gregory ;
Kuczynski, Justin ;
Stombaugh, Jesse ;
Bittinger, Kyle ;
Bushman, Frederic D. ;
Costello, Elizabeth K. ;
Fierer, Noah ;
Pena, Antonio Gonzalez ;
Goodrich, Julia K. ;
Gordon, Jeffrey I. ;
Huttley, Gavin A. ;
Kelley, Scott T. ;
Knights, Dan ;
Koenig, Jeremy E. ;
Ley, Ruth E. ;
Lozupone, Catherine A. ;
McDonald, Daniel ;
Muegge, Brian D. ;
Pirrung, Meg ;
Reeder, Jens ;
Sevinsky, Joel R. ;
Tumbaugh, Peter J. ;
Walters, William A. ;
Widmann, Jeremy ;
Yatsunenko, Tanya ;
Zaneveld, Jesse ;
Knight, Rob .
NATURE METHODS, 2010, 7 (05) :335-336
[8]   On the rocks: the microbiology of Antarctic Dry Valley soils [J].
Cary, S. Craig ;
McDonald, Ian R. ;
Barrett, John E. ;
Cowan, Don A. .
NATURE REVIEWS MICROBIOLOGY, 2010, 8 (02) :129-138
[9]   The roles of harsh and fluctuating conditions in the dynamics of ecological communities [J].
Chesson, P ;
Huntly, N .
AMERICAN NATURALIST, 1997, 150 (05) :519-553
[10]   Soil bacterial diversity in the Arctic is not fundamentally different from that found in other biomes [J].
Chu, Haiyan ;
Fierer, Noah ;
Lauber, Christian L. ;
Caporaso, J. G. ;
Knight, Rob ;
Grogan, Paul .
ENVIRONMENTAL MICROBIOLOGY, 2010, 12 (11) :2998-3006