Elevated CO2 and nitrate levels increase wheat root-associated bacterial abundance and impact rhizosphere microbial community composition and function

被引:42
作者
Usyskin-Tonne, Alla [1 ,2 ]
Hadar, Yitzhak [2 ]
Yermiyahu, Uri [3 ]
Minz, Dror [1 ]
机构
[1] Agr Res Org, Soil Water & Environm Sci, Volcani Ctr, Rishon Leziyyon, Israel
[2] Hebrew Univ Jerusalem, Robert H Smith Fac Agr Food & Environm, Rehovot, Israel
[3] Agr Res Org, Gilat Res Ctr, Soil Water & Environm Sci, Negev, Israel
基金
以色列科学基金会;
关键词
ATMOSPHERIC CO2; CARBON FLOW; NITROGEN; RHIZODEPOSITION; GENERATION; GROWTH; PLANTS; FACE;
D O I
10.1038/s41396-020-00831-8
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
Elevated CO2 stimulates plant growth and affects quantity and composition of root exudates, followed by response of its microbiome. Three scenarios representing nitrate fertilization regimes: limited (30 ppm), moderate (70 ppm) and excess nitrate (100 ppm) were compared under ambient and elevated CO2 (eCO(2), 850 ppm) to elucidate their combined effects on root-surface-associated bacterial community abundance, structure and function. Wheat root-surface-associated microbiome structure and function, as well as soil and plant properties, were highly influenced by interactions between CO2 and nitrate levels. Relative abundance of total bacteria per plant increased at eCO(2) under excess nitrate. Elevated CO2 significantly influenced the abundance of genes encoding enzymes, transporters and secretion systems. Proteobacteria, the largest taxonomic group in wheat roots (similar to 75%), is the most influenced group by eCO(2) under all nitrate levels. Rhizobiales, Burkholderiales and Pseudomonadales are responsible for most of these functional changes. A correlation was observed among the five gene-groups whose abundance was significantly changed (secretion systems, particularly type VI secretion system, biofilm formation, pyruvate, fructose and mannose metabolism). These changes in bacterial abundance and gene functions may be the result of alteration in root exudation at eCO(2), leading to changes in bacteria colonization patterns and influencing their fitness and proliferation.
引用
收藏
页码:1073 / 1084
页数:12
相关论文
共 51 条
[1]   What have we learned from 15 years of free-air CO2 enrichment (FACE)?: A meta-analytic review of the responses of photosynthesis, canopy [J].
Ainsworth, EA ;
Long, SP .
NEW PHYTOLOGIST, 2005, 165 (02) :351-371
[2]   A new method for non-parametric multivariate analysis of variance [J].
Anderson, MJ .
AUSTRAL ECOLOGY, 2001, 26 (01) :32-46
[3]   SPAdes: A New Genome Assembly Algorithm and Its Applications to Single-Cell Sequencing [J].
Bankevich, Anton ;
Nurk, Sergey ;
Antipov, Dmitry ;
Gurevich, Alexey A. ;
Dvorkin, Mikhail ;
Kulikov, Alexander S. ;
Lesin, Valery M. ;
Nikolenko, Sergey I. ;
Son Pham ;
Prjibelski, Andrey D. ;
Pyshkin, Alexey V. ;
Sirotkin, Alexander V. ;
Vyahhi, Nikolay ;
Tesler, Glenn ;
Alekseyev, Max A. ;
Pevzner, Pavel A. .
JOURNAL OF COMPUTATIONAL BIOLOGY, 2012, 19 (05) :455-477
[4]   High temperature reduces the positive effect of elevated CO2 on wheat root system growth [J].
Benlloch-Gonzalez, Maria ;
Bochicchio, Rocco ;
Berger, Jens ;
Bramley, Helen ;
Palta, Jairo A. .
FIELD CROPS RESEARCH, 2014, 165 :71-79
[5]   Type VI secretion systems in plant-associated bacteria [J].
Bernal, Patricia ;
Llamas, Maria A. ;
Filloux, Alain .
ENVIRONMENTAL MICROBIOLOGY, 2018, 20 (01) :1-15
[6]   Nitrogen assimilation and growth of wheat under elevated carbon dioxide [J].
Bloom, AJ ;
Smart, DR ;
Nguyen, DT ;
Searles, PS .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2002, 99 (03) :1730-1735
[7]  
Bloom AJ, 2014, NAT CLIM CHANGE, V4, P477, DOI [10.1038/nclimate2183, 10.1038/NCLIMATE2183]
[8]   Trimmomatic: a flexible trimmer for Illumina sequence data [J].
Bolger, Anthony M. ;
Lohse, Marc ;
Usadel, Bjoern .
BIOINFORMATICS, 2014, 30 (15) :2114-2120
[9]   Fast and sensitive protein alignment using DIAMOND [J].
Buchfink, Benjamin ;
Xie, Chao ;
Huson, Daniel H. .
NATURE METHODS, 2015, 12 (01) :59-60
[10]   Root-associated microbiomes of wheat under the combined effect of plant development and nitrogen fertilization [J].
Chen, Shuaimin ;
Waghmode, Tatoba R. ;
Sun, Ruibo ;
Kuramae, Eiko E. ;
Hu, Chunsheng ;
Liu, Binbin .
MICROBIOME, 2019, 7 (01)