通过元基因组学研究人类肠道微生物组:临床实施的最新进展和挑战
Cristina Jiménez-Arroyo1, Natalia Molinero1, Rosa Del Campo2
1Grupo Microbioma, Alimentación y Salud, Instituto de Investigación en Ciencias de la Alimentación (CIAL), CSIC-UAM, Madrid, Spain.
Enfermedades infecciosas y microbiologia clinica (English ed.)
|October 8, 2025
概括
甲基因组学为人类健康推进肠道微生物组研究. 本综述为标准化方法,数据分析和人工智能工具提供了一个框架,以将功能微生物组分析纳入临床实践.
科学领域:
- 微生物学 微生物学
- 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:
- 甲基因组学显著增强了对肠道微生物组及其在人类健康中的作用的研究.
- 甲基 taxonomics (16S rRNA基因测序) 提供了原生生物的分类概况.
- 枪式转基因组学提供了全面的DNA表征,增加了分类学分辨率到菌株水平,并揭示了微生物的功能潜力.
研究的目的:
- 为元基因组学方法提出一个实用和最新的框架.
- 概述数据分析和应用人工智能 (AI) 工具的最佳实践.
- 促进功能性微生物组分析在临床实践中的整合.
主要方法:
- 审查当前的元基因组学方法.
- 对数据分析策略的讨论.
- 在微生物组研究中探索人工智能应用.
主要成果:
- 在样本采集,处理,测序和数据管理方面确定了标准化的局限性.
- 强调需要采用标准化的方法来提高结果的可比性.
- 强调了人工智能提高微生物组数据解释的潜力.
结论:
- 标准化对于临床实施转基因组发现至关重要.
- 整合功能微生物组分析需要解决当前的方法和数据挑战.
- 人工智能的进步为克服这些挑战和推进临床应用提供了有希望的途径.
关键词:
大规模数据分析.人工智能和机器学习临床微生物学 临床微生物学我们的肠道微生物组.人工智能和自动学习大规模的数据分析.转基因学是关于生物遗传学的.甲基因组学的猎枪.临床微生物学肠道微生物群肠道微生物群遗传学上的元基因组学.一把枪的元基因组学.更多相关视频
06:23Applying Advanced In Vitro Culturing Technology to Study the Human Gut Microbiota
Published on: February 15, 2019
14.8K
09:52A Clinical Metaproteomics Workflow Implemented within Galaxy Bioinformatics Platform to Analyze Host-Microbiome Interactions Underlying Human Disease
Published on: January 10, 2025
1.2K
相关概念视频
Microorganisms in Medicine and Therapeutics
960
Microorganisms play a fundamental role in vaccine development, gene therapy, and therapeutic production. Their biological properties are harnessed to advance medicine and public health. Beyond immunization, microorganisms contribute to gut health, antibiotic synthesis, and genetic disease treatment.Live Attenuated and Inactivated VaccinesLive attenuated vaccines, such as the measles, mumps, and rubella (MMR) vaccine, utilize weakened forms of pathogens to closely resemble natural infections.
960
What is Monogastric Digestion?
74.9K
The human body contains a monogastric digestive system. In a monogastric digestive system, the stomach only contains one chamber in which it digests food. Several other animal species also have monogastric digestive systems, including pigs, horses, dogs, and birds. This chapter, however, focuses on the human digestive system.
74.9K
Modern Molecular Taxonomy
585
Advancements in molecular biology have revolutionized the identification and characterization of bacteria, with multiple methods leveraging DNA sequencing for enhanced precision. As sequencing technologies improve and costs decline, these approaches are increasingly used in clinical, environmental, and evolutionary studies.Multilocus Sequence Typing (MLST) examines several housekeeping genes, essential chromosomal genes encoding cellular functions, to distinguish strains. Approximately...
585
