Jove
Visualize
联系我们
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关概念视频

Applications of Molecular Taxonomy01:20

Applications of Molecular Taxonomy

24
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...
24
Modern Molecular Taxonomy01:29

Modern Molecular Taxonomy

22
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...
22
Methods of Classification and Identification01:28

Methods of Classification and Identification

19
Bacterial identification relies on a diverse array of techniques to classify and understand microorganisms, each tailored to uncover specific characteristics. Traditional morphological approaches, while still valuable, are limited for closely related or structurally simple organisms. Modern methods integrate biochemical, serological, genetic, and advanced molecular tools to achieve greater accuracy.Morphological and Biochemical TechniquesMorphological characteristics, such as cell shape and...
19
MALDI-TOF Mass Spectrometry01:19

MALDI-TOF Mass Spectrometry

4.8K
Mass spectrometry is a powerful characterization technique that can identify and separate a wide variety of compounds ranging from chemical to biological entities, based on their mass-to-charge ratio (m/z). The instruments that allow this detection, known as mass spectrometers, have three components: an ion source, a mass analyzer, and a detector. These spectrometers differ based on the nature of their ion source and analyzers.
Matrix-assisted laser desorption ionization (MALDI) is a commonly...
4.8K
Microorganisms in Medicine and Therapeutics01:29

Microorganisms in Medicine and Therapeutics

35
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.
35
Biological Methods for Microbial Control01:28

Biological Methods for Microbial Control

33
Biological agents offer an effective means of controlling microbial growth by leveraging natural processes like predation, competition, and the secretion of antimicrobial substances.Predatory bacteria such as Bdellovibrio species target and kill pathogens like Salmonella and E. coli. They are widely used in poultry farms to control infections. Myxococcus species help combat plant-pathogenic fungi. These naturally occurring predators serve as eco-friendly alternatives to chemical pesticides and...
33

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

Metabolic determinants of cancer immunotherapy outcomes identified by plasma profiling.

Nature medicine·2026
Same author

Large-scale manual curation and harmonization of metadata from metagenomic and cancer genomic repositories: challenges and solutions.

Database : the journal of biological databases and curation·2026
Same author

Genome-wide sweeps create ecological units in the human gut microbiome.

Nature·2026
Same author

Mining of food metagenomes reveals an unexplored diversity of dsDNA bacteriophages.

NPJ biofilms and microbiomes·2026
Same author

Fecal microbiota transplantation plus pembrolizumab and axitinib in metastatic renal cell carcinoma: the randomized phase 2 TACITO trial.

Nature medicine·2026
Same author

Fecal microbiota transplantation plus immunotherapy in non-small cell lung cancer and melanoma: the phase 2 FMT-LUMINate trial.

Nature medicine·2026
Same journal

Reframing risk assessment for malaria elimination in a changing climate.

Nature reviews. Microbiology·2026
Same journal

Bacterial vesicles protect the membrane during polymyxin stress.

Nature reviews. Microbiology·2026
Same journal

Fermented food microbiome: influence on oral and gut microbiota, and human health.

Nature reviews. Microbiology·2026
Same journal

Klebsiella genus as driver of human disease: from infections to non-communicable disorders.

Nature reviews. Microbiology·2026
Same journal

Coupling experiments and macroecological models to resolve multi-stressor effects in vector-pathogen systems.

Nature reviews. Microbiology·2026
Same journal

A new antibiotic scaffold hits a new target.

Nature reviews. Microbiology·2026
查看所有相关文章

相关实验视频

Updated: Jul 11, 2025

A Virtual Machine Platform for Non-Computer Professionals for Using Deep Learning to Classify Biological Sequences of Metagenomic Data
09:34

A Virtual Machine Platform for Non-Computer Professionals for Using Deep Learning to Classify Biological Sequences of Metagenomic Data

Published on: September 25, 2021

4.0K

微生物学家的机器学习

Francesco Asnicar1, Andrew Maltez Thomas1, Andrea Passerini2

  • 1Department of Cellular, Computational and Integrative Biology, University of Trento, Trento, Italy.

Nature reviews. Microbiology
|November 15, 2023
PubMed
概括
此摘要是机器生成的。

机器学习 (ML) 在微生物学中对于预测抗生素耐药性和理解宿主-微生物组联系至关重要. 本综述为研究人员提供了必要的ML工具,以便他们在实验和临床工作中应用.

更多相关视频

Author Spotlight: AI-Driven Trypanosome Species Detection from Microscopic Images
08:20

Author Spotlight: AI-Driven Trypanosome Species Detection from Microscopic Images

Published on: October 27, 2023

1.5K
Identification of Rare Bacterial Pathogens by 16S rRNA Gene Sequencing and MALDI-TOF MS
06:34

Identification of Rare Bacterial Pathogens by 16S rRNA Gene Sequencing and MALDI-TOF MS

Published on: July 11, 2016

18.3K

相关实验视频

Last Updated: Jul 11, 2025

A Virtual Machine Platform for Non-Computer Professionals for Using Deep Learning to Classify Biological Sequences of Metagenomic Data
09:34

A Virtual Machine Platform for Non-Computer Professionals for Using Deep Learning to Classify Biological Sequences of Metagenomic Data

Published on: September 25, 2021

4.0K
Author Spotlight: AI-Driven Trypanosome Species Detection from Microscopic Images
08:20

Author Spotlight: AI-Driven Trypanosome Species Detection from Microscopic Images

Published on: October 27, 2023

1.5K
Identification of Rare Bacterial Pathogens by 16S rRNA Gene Sequencing and MALDI-TOF MS
06:34

Identification of Rare Bacterial Pathogens by 16S rRNA Gene Sequencing and MALDI-TOF MS

Published on: July 11, 2016

18.3K

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.
  • 计算生物学 计算生物学

背景情况:

  • 机器学习 (ML) 在微生物学中越来越突出.
  • ML有助于预测抗生素耐药性,并将微生物组特征与宿主疾病联系起来.
  • 目前的ML应用包括分类,回归,聚类和缩小维度.

研究的目的:

  • 审查与微生物学家相关的关键机器学习概念,任务和应用.
  • 为实验和临床微生物学家提供ML的基础理解.
  • 在微生物学研究中指导ML的解释和应用.

主要方法:

  • 审查机器学习概念及其与微生物学相关性的研究.
  • 检查常见的ML任务 (分类,回归,聚类,缩小维度).
  • 讨论实验和转化微生物学中的实际应用.

主要成果:

  • 确定适用于微生物学的核心ML概念.
  • 适用于微生物学数据分析的ML任务概述.
  • 在抗生素耐药性预测和微生物群与宿主疾病关联中使用ML的例子.

结论:

  • 机器学习为推进微生物学研究提供了强大的工具.
  • 一个基本的ML工具包使微生物学家能够利用这些技术.
  • 机器学习的整合可以提高微生物学中的实验设计和翻译结果.