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      De Novo Assembly of the Japanese Flounder ( Paralichthys olivaceus) Spleen Transcriptome to Identify Putative Genes Involved in Immunity

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          Abstract

          Background

          Japanese flounder ( Paralichthys olivaceus) is an economically important marine fish in Asia and has suffered from disease outbreaks caused by various pathogens, which requires more information for immune relevant genes on genome background. However, genomic and transcriptomic data for Japanese flounder remain scarce, which limits studies on the immune system of this species. In this study, we characterized the Japanese flounder spleen transcriptome using an Illumina paired-end sequencing platform to identify putative genes involved in immunity.

          Methodology/Principal Findings

          A cDNA library from the spleen of P. olivaceus was constructed and randomly sequenced using an Illumina technique. The removal of low quality reads generated 12,196,968 trimmed reads, which assembled into 96,627 unigenes. A total of 21,391 unigenes (22.14%) were annotated in the NCBI Nr database, and only 1.1% of the BLASTx top-hits matched P. olivaceus protein sequences. Approximately 12,503 (58.45%) unigenes were categorized into three Gene Ontology groups, 19,547 (91.38%) were classified into 26 Cluster of Orthologous Groups, and 10,649 (49.78%) were assigned to six Kyoto Encyclopedia of Genes and Genomes pathways. Furthermore, 40,928 putative simple sequence repeats and 47, 362 putative single nucleotide polymorphisms were identified. Importantly, we identified 1,563 putative immune-associated unigenes that mapped to 15 immune signaling pathways.

          Conclusions/Significance

          The P. olivaceus transciptome data provides a rich source to discover and identify new genes, and the immune-relevant sequences identified here will facilitate our understanding of the mechanisms involved in the immune response. Furthermore, the plentiful potential SSRs and SNPs found in this study are important resources with respect to future development of a linkage map or marker assisted breeding programs for the flounder.

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          Most cited references35

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          TGICL is a pipeline for analysis of large Expressed Sequence Tags (EST) and mRNA databases in which the sequences are first clustered based on pairwise sequence similarity, and then assembled by individual clusters (optionally with quality values) to produce longer, more complete consensus sequences. The system can run on multi-CPU architectures including SMP and PVM.
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            The Bioperl toolkit: Perl modules for the life sciences.

            The Bioperl project is an international open-source collaboration of biologists, bioinformaticians, and computer scientists that has evolved over the past 7 yr into the most comprehensive library of Perl modules available for managing and manipulating life-science information. Bioperl provides an easy-to-use, stable, and consistent programming interface for bioinformatics application programmers. The Bioperl modules have been successfully and repeatedly used to reduce otherwise complex tasks to only a few lines of code. The Bioperl object model has been proven to be flexible enough to support enterprise-level applications such as EnsEMBL, while maintaining an easy learning curve for novice Perl programmers. Bioperl is capable of executing analyses and processing results from programs such as BLAST, ClustalW, or the EMBOSS suite. Interoperation with modules written in Python and Java is supported through the evolving BioCORBA bridge. Bioperl provides access to data stores such as GenBank and SwissProt via a flexible series of sequence input/output modules, and to the emerging common sequence data storage format of the Open Bioinformatics Database Access project. This study describes the overall architecture of the toolkit, the problem domains that it addresses, and gives specific examples of how the toolkit can be used to solve common life-sciences problems. We conclude with a discussion of how the open-source nature of the project has contributed to the development effort.
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                Author and article information

                Contributors
                Role: Academic Editor
                Journal
                PLoS One
                PLoS ONE
                plos
                plosone
                PLoS ONE
                Public Library of Science (San Francisco, CA USA )
                1932-6203
                27 February 2015
                2015
                : 10
                : 2
                : e0117642
                Affiliations
                [1 ]Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, China
                [2 ]Key Laboratory of Sustainable Development of Marine Fisheries, The Ministry of Agriculture, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao, China
                [3 ]National Laboratory for Marine Science and Technology, Qingdao, China
                [4 ]University of Chinese Academy of Sciences, Beijing, China
                [5 ]College of Life Science, Qingdao University, Qingdao, China
                The National Orchid Conservation Center of China; The Orchid Conservation & Research Center of Shenzhen, CHINA
                Author notes

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

                Conceived and designed the experiments: ZLM GYL LH PX. Performed the experiments: LH GYL JL. Analyzed the data: LH GYL. Contributed reagents/materials/analysis tools: LH GYL PX JL. Wrote the paper: LH ZLM JH.

                ‡ These authors contributed equally to this work.

                Article
                PONE-D-14-33327
                10.1371/journal.pone.0117642
                4344349
                25723398
                4ac3940d-aaa6-4b6e-a5f4-3a59b92c3ccd
                Copyright @ 2015

                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
                : 25 July 2014
                : 30 December 2014
                Page count
                Figures: 6, Tables: 2, Pages: 19
                Funding
                This research was supported by the Hi-tech Research and Development Program of China (Grant No. 2012AA092203), the National Natural Sciences Foundation of China (Grant No. 31072245 and 31372567), the special foundation under the Construction Programme for ‘Taishan Scholarship’ of Shandong Province of China, and Special Scientific Research Funds for Central Non-profit Institute, Yellow Sea Fisheries Research Institute (20603022013010). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
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                Research Article
                Custom metadata
                All relevant data are within the paper and its Supporting Information files.

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