COMPASS:一个基于Web的复合活动评分系统,通过确定性数字生物标志物导航健康和疾病
bioRxiv : the preprint server for biology
|January 23, 2026
概括
COMPASS 是一种用于测量通路激活的新框架. 它为系统生物学和精密医学应用提供可重复的,数据定的指标.
科学领域:
- 系统生物学 系统生物学
- 计算生物学是一种计算生物学.
- 精准医学是一门精准的医学.
背景情况:
- 准确量化路径激活对于系统生物学和精密医学至关重要.
- 现有的方法可能缺乏可重现性和可扩展性.
研究的目的:
- 引入COMPASS (复合活动评分系统),这是一个用于量化路径激活的新型框架.
- 为生成可复制的数字生物标志物提供一种确定性,无本体论的方法.
主要方法:
- COMPASS定义了基因特定的值.
- 它将标准偏差汇总成复合数字生物标志物.
- 原始表达数据被转化为可解释的,数据定的指标.
主要成果:
- COMPASS提供了一种透明和可重复的途径激活量化方法.
- 它可以在各种模型系统中实现集成,对齐和基准测试.
- 该框架为生物研究带来了计算严谨性和实验相关性.
结论:
- COMPASS为测量通路激活提供了一个可扩展和可重复的解决方案.
- 它增强了在不同实验和数字系统中比较结果的能力.
- 该系统通过提供可解释和数据固的生物标志物来支持精准医学倡议.
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