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首页> 外文期刊>Genomics, proteomics & bioinformatics >PlaD: A Transcriptomics Database for Plant Defense Responses to Pathogens, Providing New Insights into Plant Immune System
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PlaD: A Transcriptomics Database for Plant Defense Responses to Pathogens, Providing New Insights into Plant Immune System

机译:PlaD:转录组学数据库,用于植物防御对病原体的反应,为植物免疫系统提供新见解

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High-throughput transcriptomics technologies have been widely used to study plant transcriptional reprogramming during the process of plant defense responses , and a large quantity of gene expression data have been accumulated in public repositories. However, utilization of these data is often hampered by the lack of standard metadata annotation. In this study, we curated 2444 public pathogenesis-related gene expression samples from the model plant Arabidopsis and three major crops (maize, rice, and wheat). We organized the data into a user-friendly database termed as PlaD . Currently, PlaD contains three key features. First, it provides large-scale curated data related to plant defense responses, including gene expression and gene functional annotation data. Second, it provides the visualization of condition-specific expression profiles. Third, it allows users to search co-regulated genes under the infections of various pathogens. Using PlaD, we conducted a large-scale transcriptome analysis to explore the global landscape of gene expression in the curated data. We found that only a small fraction of genes were differentially expressed under multiple conditions, which might be explained by their tendency of having more network connections and shorter network distances in gene networks. Collectively, we hope that PlaD can serve as an important and comprehensive knowledgebase to the community of plant sciences, providing insightful clues to better understand the molecular mechanisms underlying plant immune responses. PlaD is freely available at http://systbio.cau.edu.cn/plad/index.php or http://zzdlab.com/plad/index.php .
机译:高通量转录组学技术已广泛用于研究植物防御反应过程中的植物转录重编程,并且在公共存储库中积累了大量基因表达数据。但是,由于缺乏标准的元数据注释,这些数据的使用常常受到阻碍。在这项研究中,我们从模型植物拟南芥和三种主要农作物(玉米,水稻和小麦)中选择了2444种与公共发病相关的基因表达样本。我们将数据整理到一个名为PlaD的用户友好型数据库中。当前,PlaD包含三个关键功能。首先,它提供了与植物防御反应相关的大规模精选数据,包括基因表达和基因功能注释数据。其次,它提供了条件特定的表达谱的可视化。第三,它允许用户搜索各种病原体感染下共同调控的基因。使用PlaD,我们进行了大规模的转录组分析,以探索策展数据中基因表达的全球格局。我们发现,只有一小部分基因在多种条件下差异表达,这可能是由于它们在基因网络中具有更多网络连接和更短网络距离的趋势所致。总的来说,我们希望PlaD可以作为植物科学界的重要而全面的知识库,为深入了解植物免疫反应的分子机制提供有启发性的线索。可从http://systbio.cau.edu.cn/plad/index.php或http://zzdlab.com/plad/index.php免费获得PlaD。

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