Impact of long-term N, P, K, and NPK fertilization on the composition and potential functions of the bacterial community in grassland soil

被引:190
作者
Pan, Yao [1 ]
Cassman, Noriko [1 ]
de Hollander, Mattias [1 ]
Mendes, Lucas W. [1 ,2 ]
Korevaar, Hein [3 ]
Geerts, Rob H. E. M. [3 ]
van Veen, Johannes A. [1 ,4 ]
Kuramae, Eiko E. [1 ]
机构
[1] Netherlands Inst Ecol NIOO KNAW, Dept Microbial Ecol, Wageningen, Netherlands
[2] Univ Sao Paulo, Ctr Nucl Energy Agr CENA, Cell & Mol Biol Lab, Piracicaba, Brazil
[3] Plant Int Res, Wageningen, Netherlands
[4] Leiden Univ, Inst Biol, Leiden, Netherlands
基金
巴西圣保罗研究基金会;
关键词
metagenomics; microbial ecology; microbial function redundancy; environmental factors; AMMONIA-OXIDIZING BACTERIA; MICROBIAL COMMUNITIES; GENOME SIZE; NITROGEN; DIVERSITY; VERRUCOMICROBIA; ABUNDANCE; RESPONSES; ARCHAEA;
D O I
10.1111/1574-6941.12384
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Soil abiotic and biotic interactions govern important ecosystem processes. However, the mechanisms behind these interactions are complex, and the links between specific environmental factors, microbial community structures, and functions are not well understood. Here, we applied DNA shotgun metagenomic techniques to investigate the effect of inorganic fertilizers N, P, K, and NPK on the bacterial community composition and potential functions in grassland soils in a 54-year experiment. Differences in total and available nutrients were found in the treatment soils; interestingly, Al, As, Mg, and Mn contents were variable in N, P, K, and NPK treatments. Bacterial community compositions shifted and Actinobacteria were overrepresented under the four fertilization treatments compared to the control. Redundancy analysis of the soil parameters and the bacterial community profiles showed that Mg, total N, Cd, and Al were linked to community variation. Using correlation analysis, Acidobacteria, Bacteroidetes, and Verrucomicrobia were linked similarly to soil parameters, and Actinobacteria and Proteobacteria were linked separately to different suites of parameters. Surprisingly, we found no fertilizers effect on microbial functional profiles which supports functional redundancy as a mechanism for stabilization of functions during changes in microbial composition. We suggest that functional profiles are more resistant to environmental changes than community compositions in the grassland ecosystem.
引用
收藏
页码:195 / 205
页数:11
相关论文
共 44 条
[21]   The phylogenetic composition and structure of soil microbial communities shifts in response to elevated carbon dioxide [J].
He, Zhili ;
Piceno, Yvette ;
Deng, Ye ;
Xu, Meiying ;
Lu, Zhenmei ;
DeSantis, Todd ;
Andersen, Gary ;
Hobbie, Sarah E. ;
Reich, Peter B. ;
Zhou, Jizhong .
ISME JOURNAL, 2012, 6 (02) :259-272
[22]   A comprehensive survey of soil acidobacterial diversity using pyrosequencing and clone library analyses [J].
Jones, Ryan T. ;
Robeson, Michael S. ;
Lauber, Christian L. ;
Hamady, Micah ;
Knight, Rob ;
Fierer, Noah .
ISME JOURNAL, 2009, 3 (04) :442-453
[23]   Bacterial Biodiversity-Ecosystem Functioning Relations Are Modified by Environmental Complexity [J].
Langenheder, Silke ;
Bulling, Mark T. ;
Solan, Martin ;
Prosser, James I. .
PLOS ONE, 2010, 5 (05)
[24]   The metagenomics RAST server - a public resource for the automatic phylogenetic and functional analysis of metagenomes [J].
Meyer, F. ;
Paarmann, D. ;
D'Souza, M. ;
Olson, R. ;
Glass, E. M. ;
Kubal, M. ;
Paczian, T. ;
Rodriguez, A. ;
Stevens, R. ;
Wilke, A. ;
Wilkening, J. ;
Edwards, R. A. .
BMC BIOINFORMATICS, 2008, 9 (1)
[25]   Acidobacterial community responses to agricultural management of soybean in Amazon forest soils [J].
Navarrete, Acacio A. ;
Kuramae, Eiko E. ;
de Hollander, Mattias ;
Pijl, Agata S. ;
van Veen, Johannes A. ;
Tsai, Siu M. .
FEMS MICROBIOLOGY ECOLOGY, 2013, 83 (03) :607-621
[26]   Global patterns in the biogeography of bacterial taxa [J].
Nemergut, Diana R. ;
Costello, Elizabeth K. ;
Hamady, Micah ;
Lozupone, Catherine ;
Jiang, Lin ;
Schmidt, Steven K. ;
Fierer, Noah ;
Townsend, Alan R. ;
Cleveland, Cory C. ;
Stanish, Lee ;
Knight, Rob .
ENVIRONMENTAL MICROBIOLOGY, 2011, 13 (01) :135-144
[27]   Relationships between soil biota, nitrogen and phosphorus availability, and pasture growth under organic and conventional management [J].
Parfitt, RL ;
Yeates, GW ;
Ross, DJ ;
Mackay, AD ;
Budding, PJ .
APPLIED SOIL ECOLOGY, 2005, 28 (01) :1-13
[28]   Identifying biologically relevant differences between metagenomic communities [J].
Parks, Donovan H. ;
Beiko, Robert G. .
BIOINFORMATICS, 2010, 26 (06) :715-721
[29]   Recovery of plant species richness during long-term fertilization of a species-rich grassland [J].
Pierik, Marleen ;
van Ruijven, Jasper ;
Bezemer, T. Martijn ;
Geerts, Rob H. E. M. ;
Berendse, Frank .
ECOLOGY, 2011, 92 (07) :1393-1398
[30]   Metagenomic insights into microbial metabolism affecting arsenic dispersion in Mediterranean marine sediments [J].
Plewniak, Frederic ;
Koechler, Sandrine ;
Navet, Benjamin ;
Dugat-Bony, Eric ;
Bouchez, Olivier ;
Peyret, Pierre ;
Seby, Fabienne ;
Battaglia-Brunet, Fabienne ;
Bertin, Philippe N. .
MOLECULAR ECOLOGY, 2013, 22 (19) :4870-4883