解读肠道微生物组中个性化的功能冗余层次结构
Yiqi Jiang1,2, Lijia Che1,2, Shuai Cheng Li3,4,5
1City University of Hong Kong Shenzhen Research Institute, 8 Yue Xing Yi Road, 518057, Shenzhen, China.
Microbiome
|December 5, 2025
概括
我们开发了一种新方法来分析肠道微生物群中的功能冗余 (FR),揭示其层次结构. 这种方法识别了与疾病和治疗结果相关的功能冗余集群 (FRC).
科学领域:
- 微生物组研究的研究.
- 系统生物学 系统生物学
- 网络分析 网络分析
背景情况:
- 功能冗余 (FR) 对肠道微生物群的稳定性和弹性至关重要.
- 测量FR等级的现有方法是有限的.
- 需要一种全面的方法来描述个性化的微生物组FR层次结构.
研究的目的:
- 开发一种新的方法,以全面描述个性化微生物组中功能冗余的层次组织.
- 阐明FR等级在健康和疾病中的功能影响.
主要方法:
- 代表FR作为一个网络,并开发了一个基于结构 (SE) 的方法.
- 分析了28个疾病队列中的4912个肠道转基因组.
- 利用受控模拟和交叉队列分析.
主要成果:
- 基于SE的方法揭示了功能冗余集群 (FRCs) 执行特定代谢途径的物种群.
- 在健康个体 (多中心) 和非酒精性脂肪肝炎患者 (单中心) 之间,FRC结构有所不同.
- 特定的FRC与微生物群移植效率,免疫治疗反应和患者存活率相关.
结论:
- 与传统指标相比,基于SE的方法为分析微生物组功能组织提供了更高的灵敏度.
- 个性化FR网络为微生物组稳定提供了新的视角.
- 作为微生物组相关疾病的诊断标记物和治疗点,FRCs显示出前景.
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