使用人类皮肤和口腔微生物群的地理来源可追溯性
Xin-Yu Dong1,2, Ru-Xin Zhu2, Yin-Lei Lei2,3
1School of Forensic Medicine, Shanxi Medical University, Taiyuan 030001, China.
Fa yi xue za zhi
|January 16, 2024
概括
人体皮肤和口腔微生物DNA可以估计地理来源. 测序16SrRNA基因揭示了上海和内蒙古的独特微生物群落,使得准确的起源预测成为可能.
科学领域:
- 微生物学 微生物学
- 遗传学 是一个遗传学.
- 生物信息学是一种生物信息学.
背景情况:
- 人体皮肤和口腔微生物组在地理位置上有所不同.
- 16S rRNA基因测序是微生物分析的强大工具.
研究的目的:
- 调查人类皮肤和口腔微生物群是否可以预测地理来源.
- 分析细菌16S rRNA基因序列以进行地理分析.
主要方法:
- 从上海和千峰的汉族人口的手掌和口腔样本中提取DNA.
- 全长16S rRNA基因测序用于微生物群分析.
- 使用差异物种构建地理位置预测模型.
主要成果:
- 上海和千峰之间手掌和口腔微生物组成的显著差异.
- 在千丰样本中,手掌皮肤微生物的丰度和均性更高.
- 贝塔多样性分析证实了统计学上显著的差异 (R2皮肤=0.129,口腔=0.102).
- 主坐标分析 (PCoA) 允许初步抽样歧视.
- 预测模型在皮肤样本中达到0.90的精度,在口腔样本中达到0.83的精度.
结论:
- 在上海和千峰的汉族人群之间存在着明显的手掌和口腔微生物组合.
- 随机森林模型可以根据它们的微生物群准确地追踪这两个位置的个体.
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