整合机器学习来识别肠道的关键微生物群 社区在Dahe黑猪的不同阶段发生变化
Lanlan Yi1, Wenjie Cheng1, Guangyao Song1
1College of Animal Science and Technology, Yunnan Agricultural University, Kunming 650201, China.
Microorganisms
|September 27, 2025
概括
在整个猪生长阶段,猪肠道微生物群的组成发生了显著的变化. 特定的细菌系如Escherichia shigella和Lactobacillus表现出动态的丰度转移,为生长调节提供了目标.
科学领域:
- 动物科学动物科学
- 微生物学 微生物学
- 基因组学就是基因组学.
背景情况:
- 猪肠道微生物群的组成对猪的健康和生长至关重要.
- 了解中国本土猪种的特定阶段的微生物转变是有限的.
研究的目的:
- 为了阐明猪肠道微生物群在Dahe黑猪的不同生长阶段的发育动态.
- 确定与不同生长阶段相关的关键微生物种群.
主要方法:
- 来自不同生长阶段的猪的便样本的16S rRNA测序 (哺乳母猪,哺乳母猪,断奶母猪,50-100公斤,120-150公斤,>200公斤).
- 生物信息分析以确定微生物群落的组成,并识别差异丰富的属.
主要成果:
- 在整个生长阶段观察到肠道微生物群组成的显著变化.
- 像Escherichia shigella和Lactobacillus这样的主导品种显示出充足的动态变化.
- 特定的微生物种群被确定为哺乳,断奶和种植猪之间的关键歧视因素.
结论:
- 猪肠道微生物群经历了显著的发育变化,受生长阶段的影响.
- 已识别的微生物种群可以作为调节猪生长和发育的潜在目标.
- 这项研究提供了对中国土著猪品种肠道微生物组的见解.
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