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      High-throughput sequencing analysis of microbial community diversity in response to indica and japonica bar-transgenic rice paddy soils

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          Abstract

          Potential environmental risks of genetically modified (GM) crops have raised concerns. To better understand the effect of transgenic rice on the bacterial community in paddy soil, a field experiment was carried out using pairs of rice varieties from two subspecies ( indica and japonica) containing bar transgene with herbicide resistance and their parental conventional rice. The 16S rRNA gene of soil genomic DNA from different soil layers at the maturity stage was sequenced using high-throughput sequencing on the Illumina MiSeq platform to explore the microbial community diversity among different rice soils. There were no significant differences in diversity indices between transgenic japonica rice and its sister conventional rice ( japonica pair) among different soil layers, but, significant differences was observed between transgenic indica rice and its conventional rice ( indica pair) in the topsoil layer around concentrated rice roots according to the ace diversity index. Though the japonica rice soil and indica rice soil were shared several key genera, including Rivibacter, Anaeromyxobacter, Roseomonas, Geobacter, Thiobacillus, Clostridium, and Desulfobulbus, the primary bacterial genera in indica rice soil were different from those in japonica rice. Synechococcus and Dechloromonas were present in japonica rice samples, while Chloronema, Flexibacter, and Blastocatella were observed in indica rice soil. Moreover, the abundance of genera between GM and non-GM varieties in japonica rice was significantly different from indica rice, and several bacterial communities influenced these differences. Anaerovorax was more abundant in transgenic japonica rice soil than conventional rice soil, while it was deficient in transgenic indica rice soil compared to conventional rice soil, and opposite responses to Deferrisoma were in that of indica rice. Thus, we concluded that transgenic indica and japonica rice had different effects on soil bacteria compared with their corresponding sister conventional rice. However, these composition and abundance difference only occurred for a few genera but had no effect on the primary genera and soil characteristics were mainly contributed to these differences. Thus, differences in bacterial community structure can be ignored when evaluating the impacts of transgenic rice in the complex soil microenvironment.

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          The diversity and biogeography of soil bacterial communities.

          For centuries, biologists have studied patterns of plant and animal diversity at continental scales. Until recently, similar studies were impossible for microorganisms, arguably the most diverse and abundant group of organisms on Earth. Here, we present a continental-scale description of soil bacterial communities and the environmental factors influencing their biodiversity. We collected 98 soil samples from across North and South America and used a ribosomal DNA-fingerprinting method to compare bacterial community composition and diversity quantitatively across sites. Bacterial diversity was unrelated to site temperature, latitude, and other variables that typically predict plant and animal diversity, and community composition was largely independent of geographic distance. The diversity and richness of soil bacterial communities differed by ecosystem type, and these differences could largely be explained by soil pH (r(2) = 0.70 and r(2) = 0.58, respectively; P < 0.0001 in both cases). Bacterial diversity was highest in neutral soils and lower in acidic soils, with soils from the Peruvian Amazon the most acidic and least diverse in our study. Our results suggest that microbial biogeography is controlled primarily by edaphic variables and differs fundamentally from the biogeography of "macro" organisms.
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            Effect of biochar additions to soil on nitrogen leaching, microbial biomass and bacterial community structure

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              Impact of root exudates and plant defense signaling on bacterial communities in the rhizosphere. A review

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                Author and article information

                Contributors
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: SoftwareRole: Writing – original draft
                Role: Data curationRole: Formal analysis
                Role: Data curationRole: Formal analysis
                Role: Methodology
                Role: Methodology
                Role: InvestigationRole: Software
                Role: Software
                Role: Investigation
                Role: Writing – review & editing
                Role: ConceptualizationRole: Funding acquisitionRole: SupervisionRole: Writing – review & editing
                Role: ConceptualizationRole: Funding acquisitionRole: SupervisionRole: Writing – review & editing
                Role: Editor
                Journal
                PLoS One
                PLoS ONE
                plos
                plosone
                PLoS ONE
                Public Library of Science (San Francisco, CA USA )
                1932-6203
                9 September 2019
                2019
                : 14
                : 9
                : e0222191
                Affiliations
                [1 ] Hainan Key Laboratory for Sustainable Utilization of Tropical Bio-resources, Institute of Tropical Agriculture and Forestry, Hainan University, Haikou, China
                [2 ] College of Food Science and Technology, Hainan University, Haikou, China
                [3 ] Institute of Tropical Bioscience and Biotechnology, Chinese Academy of Tropical Agriculture, Haikou, China
                [4 ] Ministry of Agriculture Key Laboratory on Safety Assessment (Molecular) of Agriculture Genetically Modified Organisms, Biotechnology Research Institute, Chinese Academy of Agriculture Sciences, Beijing, China
                Huazhong University of Science and Technology, CHINA
                Author notes

                Competing Interests: The authors have declared that no competing interests exist.

                Author information
                http://orcid.org/0000-0002-0443-1567
                Article
                PONE-D-18-33905
                10.1371/journal.pone.0222191
                6733487
                31498816
                04820748-1b22-40e9-a66c-e7c1cf3c55bd
                © 2019 He et al

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 26 November 2018
                : 25 August 2019
                Page count
                Figures: 7, Tables: 5, Pages: 26
                Funding
                Funded by: National Natural Science Foundation of China (CN)
                Award ID: 31260153
                Award Recipient :
                Funded by: funder-id http://dx.doi.org/10.13039/501100001809, National Natural Science Foundation of China;
                Award ID: 31560188
                Award Recipient :
                Funded by: funder-id http://dx.doi.org/10.13039/501100010042, Special Fund for Agro-scientific Research in the Public Interest;
                Award ID: 201403075
                Award Recipient :
                Funded by: Excellent Graduate Thesis Program of Hainan University of China
                Award ID: 01J1N10001003
                Award Recipient :
                This research was supported by the National Natural Science Foundation of China (31260153, 31560188) ( https://isisn.nsfc.gov.cn), the Special Fund for Agro-scientific Research in the Public Interest of China (201403075), and the Excellent Graduate Thesis Program of Hainan University of China (01J1N10001003). The funders are respectively Qianhua Yuan, Xinwu Pei, Qianhua Yuan and Meidan He,and they have played specify the roles.
                Categories
                Research Article
                Biology and Life Sciences
                Organisms
                Eukaryota
                Plants
                Grasses
                Rice
                Research and Analysis Methods
                Animal Studies
                Experimental Organism Systems
                Plant and Algal Models
                Rice
                Biology and Life Sciences
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                Genetically Modified Organisms
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                Engineering and Technology
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                Biotechnology
                Genetic Engineering
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                Biology and Life Sciences
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                Plant Biotechnology
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                Engineering and Technology
                Bioengineering
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                Plant Biotechnology
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                Custom metadata
                Sequencing data have been deposited to the NCBI Sequence Read Archive under accession number SRP188606 ( https://www.ncbi.nlm.nih.gov/sra/?term=SRP188606, Run numbers were from SRR8737695 to SRR8737704, SRR8737725 to SRR8737735, SRR8737750 to SRR8737761, SRR8737765 to SRR8737769, SRR8737780 to SRR8737789, and SRR8737833 to SRR8737839). All other relevant data are within the paper and its Supporting Information files.

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