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      Pumpkin powdery mildew disease severity influences the fungal diversity of the phyllosphere

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          Abstract

          Phyllosphere microbiota play a crucial role in plant-environment interactions and their microbial community and function are influenced by biotic and abiotic factors. However, there is little research on how pathogens affect the microbial community of phyllosphere fungi. In this study, we collected 16 pumpkin ( Cucurbita moschata) leaf samples which exhibited powdery mildew disease, with a severity ranging from L1 (least severe) to L4 (most severe). The fungal community structure and diversity was examined by Illumina MiSeq sequencing of the internal transcribed spacer (ITS) region of ribosomal RNA genes. The results showed that the fungal communities were dominated by members of the Basidiomycota and Ascomycota. The Podosphaera was the most dominant genus on these infected leaves, which was the key pathogen responsible for the pumpkin powdery mildew. The abundance of Ascomycota and Podosphaera increased as disease severity increased from L1 to L4, and was significantly higher at disease severity L4 ( P < 0.05). The richness and diversity of the fungal community increased from L1 to L2, and then declined from L2 to L4, likely due to the biotic pressure (i.e., symbiotic and competitive stresses among microbial species) at disease severity L4. Our results could give new perspectives on the changes of the leaf microbiome at different pumpkin powdery mildew disease severity.

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          Most cited references42

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          FLASH: fast length adjustment of short reads to improve genome assemblies.

          Next-generation sequencing technologies generate very large numbers of short reads. Even with very deep genome coverage, short read lengths cause problems in de novo assemblies. The use of paired-end libraries with a fragment size shorter than twice the read length provides an opportunity to generate much longer reads by overlapping and merging read pairs before assembling a genome. We present FLASH, a fast computational tool to extend the length of short reads by overlapping paired-end reads from fragment libraries that are sufficiently short. We tested the correctness of the tool on one million simulated read pairs, and we then applied it as a pre-processor for genome assemblies of Illumina reads from the bacterium Staphylococcus aureus and human chromosome 14. FLASH correctly extended and merged reads >99% of the time on simulated reads with an error rate of <1%. With adequately set parameters, FLASH correctly merged reads over 90% of the time even when the reads contained up to 5% errors. When FLASH was used to extend reads prior to assembly, the resulting assemblies had substantially greater N50 lengths for both contigs and scaffolds. The FLASH system is implemented in C and is freely available as open-source code at http://www.cbcb.umd.edu/software/flash. t.magoc@gmail.com.
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            Microbiology of the Phyllosphere

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              The ecology of the phyllosphere: geographic and phylogenetic variability in the distribution of bacteria on tree leaves.

              Large populations of bacteria live on leaf surfaces and these phyllosphere bacteria can have important effects on plant health. However, we currently have a limited understanding of bacterial diversity on tree leaves and the inter- and intra-specific variability in phyllosphere community structure. We used a barcoded pyrosequencing technique to characterize the bacterial communities from leaves of 56 tree species in Boulder, Colorado, USA, quantifying the intra- and inter-individual variability in the bacterial communities from 10 of these species. We also examined the geographic variability in phyllosphere communities on Pinus ponderosa from several locations across the globe. Individual tree species harboured high levels of bacterial diversity and there was considerable variability in community composition between trees. The bacterial communities were organized in patterns predictable from the relatedness of the trees as there was significant correspondence between tree phylogeny and bacterial community phylogeny. Inter-specific variability in bacterial community composition exceeded intra-specific variability, a pattern that held even across continents where we observed minimal geographic differentiation in the bacterial communities on P. ponderosa needles. © 2010 Society for Applied Microbiology and Blackwell Publishing Ltd.
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                Author and article information

                Contributors
                Journal
                PeerJ
                PeerJ
                peerj
                peerj
                PeerJ
                PeerJ Inc. (San Francisco, USA )
                2167-8359
                2 April 2018
                2018
                : 6
                : e4559
                Affiliations
                [1 ]Hunan Academy of Agricultural Sciences, Hunan Plant Protection Institute , Changsha, Hunan, China
                [2 ]College of Bioscience & Biotechnology, Hunan Agricultural University , Changsha, Hunan, China
                [3 ]Chinese Academy of Sciences Key Laboratory of Environmental Biotechnology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences , Beijing, China
                [4 ]Vegetable Research Institute, Hunan Academy of Agricultural Science , Changsha, Hunan, China
                Article
                4559
                10.7717/peerj.4559
                5885987
                29629242
                db400175-28de-42a1-a9b1-f36a108c67a5
                ©2018 Zhang et al.

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited.

                History
                : 19 September 2017
                : 9 March 2018
                Funding
                Funded by: National Science and Technology Pillar Program
                Award ID: 2014BAD05B04-4
                Funded by: National Natural Science Foundation of China
                Award ID: 31501696
                Award ID: 31471831
                Funded by: Agriculture Research System of China
                Award ID: CARS-25-B-05
                Funded by: Innovation Platform and Talent Plan
                Award ID: 2016RS2019
                This work was supported by the National Science and Technology Pillar Program during the 12th Five-year Plan Period (2014BAD05B04-4), the National Natural Science Foundation of China (31501696 and 31471831), the Agriculture Research System of China (CARS-25-B-05) and the Innovation Platform and Talent Plan (2016RS2019). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
                Categories
                Agricultural Science
                Mycology

                disease severity,powdery mildew,illumina miseq,phyllosphere microbiota,fungal community

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