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      Inorganic Nitrogen Application Affects Both Taxonomical and Predicted Functional Structure of Wheat Rhizosphere Bacterial Communities

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          Abstract

          The effects of fertilizer regime on bulk soil microbial communities have been well studied, but this is not the case for the rhizosphere microbiome. The aim of this work was to assess the impact of fertilization regime on wheat rhizosphere microbiome assembly and 16S rRNA gene-predicted functions with soil from the long term Broadbalk experiment at Rothamsted Research. Soil from four N fertilization regimes (organic N, zero N, medium inorganic N and high inorganic N) was sown with seeds of Triticum aestivum cv. Cadenza. 16S rRNA gene amplicon sequencing was performed with the Illumina platform on bulk soil and rhizosphere samples of 4-week-old and flowering plants (10 weeks). Phylogenetic and 16S rRNA gene-predicted functional analyses were performed. Fertilization regime affected the structure and composition of wheat rhizosphere bacterial communities. Acidobacteria and Planctomycetes were significantly depleted in treatments receiving inorganic N, whereas the addition of high levels of inorganic N enriched members of the phylum Bacteroidetes, especially after 10 weeks. Bacterial richness and diversity decreased with inorganic nitrogen inputs and was highest after organic treatment (FYM). In general, high levels of inorganic nitrogen fertilizers negatively affect bacterial richness and diversity, leading to a less stable bacterial community structure over time, whereas, more stable bacterial communities are provided by organic amendments. 16S rRNA gene-predicted functional structure was more affected by growth stage than by fertilizer treatment, although, some functions related to energy metabolism and metabolism of terpenoids and polyketides were enriched in samples not receiving any inorganic N, whereas inorganic N addition enriched predicted functions related to metabolism of other amino acids and carbohydrates. Understanding the impact of different fertilizers on the structure and dynamics of the rhizosphere microbiome is an important step toward developing strategies for production of crops in a sustainable way.

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          Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing

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            Global patterns of 16S rRNA diversity at a depth of millions of sequences per sample.

            The ongoing revolution in high-throughput sequencing continues to democratize the ability of small groups of investigators to map the microbial component of the biosphere. In particular, the coevolution of new sequencing platforms and new software tools allows data acquisition and analysis on an unprecedented scale. Here we report the next stage in this coevolutionary arms race, using the Illumina GAIIx platform to sequence a diverse array of 25 environmental samples and three known "mock communities" at a depth averaging 3.1 million reads per sample. We demonstrate excellent consistency in taxonomic recovery and recapture diversity patterns that were previously reported on the basis of metaanalysis of many studies from the literature (notably, the saline/nonsaline split in environmental samples and the split between host-associated and free-living communities). We also demonstrate that 2,000 Illumina single-end reads are sufficient to recapture the same relationships among samples that we observe with the full dataset. The results thus open up the possibility of conducting large-scale studies analyzing thousands of samples simultaneously to survey microbial communities at an unprecedented spatial and temporal resolution.
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              Soil fertility and biodiversity in organic farming.

              An understanding of agroecosystems is key to determining effective farming systems. Here we report results from a 21-year study of agronomic and ecological performance of biodynamic, bioorganic, and conventional farming systems in Central Europe. We found crop yields to be 20% lower in the organic systems, although input of fertilizer and energy was reduced by 34 to 53% and pesticide input by 97%. Enhanced soil fertility and higher biodiversity found in organic plots may render these systems less dependent on external inputs.
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                Author and article information

                Contributors
                Journal
                Front Microbiol
                Front Microbiol
                Front. Microbiol.
                Frontiers in Microbiology
                Frontiers Media S.A.
                1664-302X
                29 May 2018
                2018
                : 9
                : 1074
                Affiliations
                [1] 1Sustainable Agriculture Sciences, Rothamsted Research , Harpenden, United Kingdom
                [2] 2PMAS Arid Agriculture University , Rawalpindi, Pakistan
                [3] 3Laboratory of Environmental Microbiology, Embrapa Meio Ambiente , Jaguariúna, Brazil
                Author notes

                Edited by: Stéphane Hacquard, Max-Planck-Institut für Pflanzenzüchtungsforschung, Germany

                Reviewed by: Andrzej Tkacz, University of Oxford, United Kingdom; Yun Kit Yeoh, The Chinese University of Hong Kong, Hong Kong

                *Correspondence: Tim H. Mauchline, tim.mauchline@ 123456rothamsted.ac.uk

                This article was submitted to Plant Microbe Interactions, a section of the journal Frontiers in Microbiology

                Article
                10.3389/fmicb.2018.01074
                5986887
                29896167
                7b2e66b9-7045-4017-a69d-6ee81d658628
                Copyright © 2018 Kavamura, Hayat, Clark, Rossmann, Mendes, Hirsch and Mauchline.

                This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

                History
                : 28 March 2018
                : 04 May 2018
                Page count
                Figures: 7, Tables: 5, Equations: 0, References: 85, Pages: 15, Words: 0
                Funding
                Funded by: Biotechnology and Biological Sciences Research Council 10.13039/501100000268
                Award ID: BB/N016246/1
                Funded by: Biotechnology and Biological Sciences Research Council 10.13039/501100000268
                Award ID: BBS/E/C/00005196
                Funded by: Biotechnology and Biological Sciences Research Council 10.13039/501100000268
                Award ID: BBS/E/C/000I0310
                Funded by: Natural Environment Research Council 10.13039/501100000270
                Award ID: NE/N018125/1
                Categories
                Microbiology
                Original Research

                Microbiology & Virology
                wheat,rhizosphere,bacterial communities,fertilizer,functional diversity,sustainable intensification

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