小世界的大数据:对研究微生物群的数据库和资源的审查
Pratyay Sengupta1,2,3, Shobhan Karthick Muthamilselvi Sivabalan1, Amrita Mahesh1,2
1Department of Biotechnology, Bhupat and Jyoti Mehta School of Biosciences, Indian Institute of Technology (IIT) Madras, Chennai, Tamil Nadu 600036 India.
概括
本综述对微生物生物组数据库进行了目录,强调了由于各种方法而导致的比较元基因组学数据的挑战. 标准化生物群特定的注释对于未来的跨生物群研究和数据再利用至关重要.
科学领域:
- 微生物学 微生物学
- 生物信息学是一种生物信息学.
- 生态生态学 生态生态学
背景情况:
- 微生物形成复杂的社区,受环境因素的影响.
- 测序的快速进步使得各种微生物组的探索成为可能.
- 不一致的数据处理方法阻碍了跨研究的比较和数据的重用.
研究的目的:
- 编目系统特定微生物群的数据库.
- 讨论元基因组学数据分析和比较方面的挑战.
- 强调对标准化生物群特定注释的需要.
主要方法:
- 对公开可用的普通和专业微生物群数据库的文献评论.
- 对元基因组学数据预处理和注释当前挑战的分析.
- 讨论未来数据标准化的策略.
主要成果:
- 识别和分类各种微生物群数据库.
- 突出元基因组学数据处理管道中的异质性.
- 证明不一致的注释对数据可比性的影响.
结论:
- 标准化,生物组特定的注释对于强大的元基因组学数据分析至关重要.
- 改进数据标准化将促进跨生物群的研究和数据集成.
- 未来的数据集应该优先考虑全面的,生物体特定的元数据,以提高可用性.
相关概念视频
Applications of Molecular Taxonomy
42
Molecular taxonomy has revolutionized the understanding and classification of bacteria, providing precise insights into their diversity, evolutionary relationships, and ecological roles. By utilizing molecular techniques such as DNA sequencing and fingerprinting, researchers have made significant strides in various fields related to bacterial studies.Resolving Taxonomic AmbiguitiesMolecular taxonomy has been instrumental in distinguishing closely related bacterial species initially thought to...
42
Microbial Classification System
49
Classification is the process of organizing organisms into hierarchically inclusive groups based on their phenotypic similarities or evolutionary relationships. A species comprises one or more strains, and closely related species are grouped into genera. Genera are further classified into families, families into orders, orders into classes, and so forth, up to the domain level, which is the broadest taxonomic rank derived from a combination of phenotypic and genotypic data.The nomenclature of...
49
Microorganisms in Medicine and Therapeutics
68
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.
68
Modern Molecular Taxonomy
55
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...
55
The Roles of Bacteria and Fungi in Plant Nutrition
36.3K
Plants have the impressive ability to create their own food through photosynthesis. However, plants often require assistance from organisms in the soil to acquire the nutrients they need to function correctly. Both bacteria and fungi have evolved symbiotic relationships with plants that help the species to thrive in a wide variety of environments.
36.3K


