支气管洗液元基因组数据集:一个多维的临床生物分子资源
Hui Tang1, Huifang Liu2, Lingjun Yuan2
1Department of Pathology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310003, P. R. China.
Scientific data
|December 5, 2025
概括
这项研究引入了标准化的管道,用于分析来自支气管支气管洗液的元基因组下一代测序 (mNGS) 数据. 这些方法可以为先进的诊断研究提供全面的微生物和宿主反应概况.
科学领域:
- 临床诊断 临床诊断 临床诊断
- 基因组学就是基因组学.
- 生物信息学是一种生物信息学.
背景情况:
- 下一代元基因组测序 (mNGS) 允许同时分析微生物和宿主核酸.
- 缺乏公开的分析方法阻碍了使用mNGS数据的多式联运运运输研究.
研究的目的:
- 开发和标准化用于解释复杂的mNGS数据集的分析管道.
- 为了实现微生物与宿主组合的元基因组诊断方法.
主要方法:
- 处理402个高质量的支气管支气管洗液mNGSDNA和RNA测序数据集.
- 微生物特征采矿的方法,工具和管道的详细描述 (组成,细菌丰度).
- 对宿主反应特征的分析,包括基因表达,可转移元素,细胞类型和副本数量的变化.
主要成果:
- 针对微生物和宿主特征建立了全面的数据处理管道.
- 该研究提供了一个标准化的框架,用于分析来自临床样本的多式联络数据.
- 从已存储的数据集中读取微生物序列 (非宿主).
结论:
- 开发的管道为未来的多式联络诊断研究设定了标准.
- 在整合临床数据的基于OMIC的研究中促进标准化实践至关重要.
- 这项工作促进了通过mNGS了解宿主微生物相互作用的进步.
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