年龄效应探索器:一个闪亮的应用程序来浏览和可视化特定组织的与年龄相关的基因表达变化
Menghui Chen1, Mingrui Li1, Ronnie Y Li2
1Department of Biostatistics and Bioinformatics, Emory University, 1518 Clifton RD NE, Atlanta, GA 30322, United States.
Bioinformatics advances
|February 12, 2026
概括
年龄效应探索器是一个新的工具,它分析了人类组织中与年龄相关的基因表达变化. 这种可访问的应用程序有助于研究人员探索衰老的转录组学和发现组织特异性的衰老机制,而无需编码.
科学领域:
- 基因组学就是基因组学.
- 衰老研究研究 衰老研究
- 生物信息学是一种生物信息学.
背景情况:
- 了解与年龄相关的转录变化是衰老和疾病研究的关键.
- 当前的基因组分析工具往往需要先进的编程技能,限制了可访问性.
- 对于全面的衰老研究,需要一个用户友好的工具.
研究的目的:
- 开发一种交互式R Shiny应用程序,用于分析与年龄和性别相关的基因表达模式.
- 在多个人体组织中提供无代码的衰老转录组学的探索.
- 促进发现特定组织的衰老机制.
主要方法:
- 使用的基因型-组织表达 (GTEx) v10数据为54个人类组织.
- 分析了981个个体的基因水平表达特征.
- 使用普通最小平方线性模型与年龄,性别和技术共变量,包括FDR校正.
主要成果:
- 开发了一个交互互动的Web应用程序,Age Effect Explorer.
- 预先计算的结果存储在云数据库中,以便快速,无代码的探索.
- 已知已验证的衰老标志物,如与年龄相关的EDA2R.
结论:
- 时代效应探索器使老化转录组学数据的访问变得民主化.
- 该应用程序有助于系统分析与年龄和性别相关的基因表达.
- 使研究人员能够发现特定于组织的衰老分子机制.
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