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相关概念视频

Genome-wide Association Studies-GWAS01:11

Genome-wide Association Studies-GWAS

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Genome-wide association studies or GWAS are used to identify whether common SNPs are associated with certain diseases. Suppose specific SNPs are more frequently observed in individuals with a particular disease than those without the disease. In that case, those SNPs are said to be associated with the disease. Chi-square analysis is performed to check the probability of the allele likely to be associated with the disease.
GWAS does not require the identification of the target gene involved in...
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相关实验视频

Updated: Jun 24, 2025

A Clinical Metaproteomics Workflow Implemented within Galaxy Bioinformatics Platform to Analyze Host-Microbiome Interactions Underlying Human Disease
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MicroEXPERT:微生物组分析平台,具有交叉研究元基因组范围的关联分析功能.

Pengshuo Yang1,2, Jialiang Yang3,4,5, Haixia Long6

  • 1Key Laboratory of Molecular Biophysics of the Ministry of Education, Hubei Key Laboratory of Bioinformatics and Molecular-imaging, Center of AI Biology, Department of Bioinformatics and Systems Biology College of Life Science and Technology, Huazhong University of Science and Technology Wuhan Hubei China.

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|June 13, 2024
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概括

MicroEXPERT是一个由五个模块组成的平台,用于分析微生物社区数据. 它促进数据管理,处理,全基因组关联研究 (MWAS),序列搜索和结果可视化,以获得全面的微生物群洞察力.

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科学领域:

  • 微生物学 微生物学
  • 生物信息学是一种生物信息学.
  • 计算生物学 计算生物学

背景情况:

  • 微生物组研究产生了庞大的数据集,需要复杂的分析工具.
  • 集成数据管理,处理和分析对于高效的微生物组研究至关重要.

研究的目的:

  • 引入MicroEXPERT平台,这是一个用于微生物组数据分析的综合系统.
  • 概述MicroEXPERT平台中的五个集成模块的功能.

主要方法:

  • 数据管理:用于上传原始数据和元数据的指导工作流.
  • 数据处理:生成分类学和功能资料.
  • 全元基因组关联研究 (MWAS):生物标志物分析,PCA,网络分析和分类.
  • 数据搜索:与MicroEXPERT数据库对核酸序列进行查询.
  • 数据可视化:用于呈现元基因组分析结果的工具.

主要成果:

  • 该平台为整个微生物组分析管道提供了一个统一的环境.
  • 用户可以执行复杂的分析,从数据输入到结果解释.
  • 综合方法提高了微生物组研究的效率和可访问性.

结论:

  • MicroEXPERT为微生物组数据分析提供了一个强大的框架.
  • 该平台支持各种分析方法,包括MWAS和序列搜索.
  • 它为研究人员提供了全面微生物组调查的工具.