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MetaDP: a comprehensive web server for disease prediction of 16S rRNA metagenomic datasets

机译:METADP:一个综合的Web服务器,用于16S rRNA Metagenomic数据集的疾病预测

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High-throughput sequencing-based metagenomics has garnered considerable interest in recent years. Numerous methods and tools have been developed for the analysis of metagenomic data. However, it is still a daunting task to install a large number of tools and complete a complicated analysis, especially for researchers with minimal bioinformatics backgrounds. To address this problem, we constructed an automated software named MetaDP for 16S rRNA sequencing data analysis, including data quality control, operational taxonomic unit clustering, diversity analysis, and disease risk prediction modeling. Furthermore, a support vector machine-based prediction model for intestinal bowel syndrome (IBS) was built by applying MetaDP to microbial 16S sequencing data from 108 children. The success of the IBS prediction model suggests that the platform may also be applied to other diseases related to gut microbes, such as obesity, metabolic syndrome, or intestinal cancer, among others ( http://metadp.cn:7001/ ).
机译:近年来,高通量测序的偏心神经科已经获得了相当大的兴趣。已经开发了许多方法和工具用于分析Metagenomic数据。但是,安装大量工具并完成复杂分析仍然是一个艰巨的任务,特别是对于具有最小生物信息学背景的研究人员。为了解决这个问题,我们构建了一个名为16S RRNA测序数据分析的自动化软件,包括数据质量控制,运营分类单位聚类,分集分析和疾病风险预测建模。此外,通过将MetadP应用于108名儿童的微生物16S测序数据来构建基于肠道综合征(IBS)的基于支持向量机的预测模型。 IBS预测模型的成功表明,该平台也可以应用于与肠道微生物相关的其他疾病,例如肥胖,代谢综合征或肠癌等(http://metadp.cn:7001)。

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