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相关实验视频

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High-Throughput Transcriptome Analysis for Investigating Host-Pathogen Interactions
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CTPAD:一个交互式网络应用程序,用于在过敏性疾病中进行全面的转录基因分析.

Suizi Zhou1,2, Wanqiao Huang3, Yitong Liu2

  • 1Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China.

Journal of translational medicine
|October 14, 2024
PubMed
概括
此摘要是机器生成的。

研究人员现在可以使用CTPAD,一个新的网络工具来探索过敏性疾病的转录数据. 这个平台简化了复杂的基因表达分析和可视化,以更好地了解过敏性疾病.

关键词:
过敏性疾病 过敏性疾病生物信息学是一种生物信息学.基因基因 基因基因 基因基因转录形状分析 (Transcriptomic Profiling) 是一种方法,可以进行转录形状分析.视觉化的可视化

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科学领域:

  • 生物医学研究的研究.
  • 生物信息学是一种生物信息学.
  • 免疫学 免疫学 免疫学

背景情况:

  • 过敏性疾病是复杂的系统性炎症状况,具有多器官损伤.
  • 基因表达异常与过敏性疾病的发展有关.
  • 缺少一个公共平台,用于对过敏性疾病的综合转录基因数据分析.

研究的目的:

  • 开发一个全面的网络工具,用于对过敏性疾病的多方面的分析.
  • 为研究人员提供一个可访问的平台来探索转录基因数据.

主要方法:

  • 从基因表达总 (GEO) 数据库下载和标准化人类和小鼠基因表达数据.
  • 利用MSigDB基因组进行途径丰富分析和免疫透算法用于免疫细胞比例估计.
  • 开发了一个交互式R Shiny网络应用程序,具有jQuery插件和用户反系统等功能.

主要成果:

  • 开发了CTPAD,这是一个交互式R Shiny应用程序,用于探索过敏性疾病的转录数据.
  • 集成的公共数据库和多种算法用于基因表达,通路丰富和免疫透分析.
  • CTPAD提供可定制模块,具有高分辨率可下载图像.

结论:

  • CTPAD有助于研究人员,特别是那些没有生物信息学专业知识的研究人员,探索过敏性疾病的转录特征.
  • 该工具增强了对过敏性疾病分子基础的理解.
  • 在https://smuonco.shinyapps.io/CTPAD/.上公开访问CTPAD.