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

Protein Networks02:26

Protein Networks

4.5K
An organism can have thousands of different proteins, and these proteins must cooperate to ensure the health of an organism. Proteins bind to other proteins and form complexes to carry out their functions. Many proteins interact with multiple other proteins creating a complex network of protein interactions.
These interactions can be represented through maps depicting protein-protein interaction networks, represented as nodes and edges. Nodes are circles that are representative of a protein,...
4.5K
Protein-protein Interfaces02:04

Protein-protein Interfaces

14.4K
Many proteins form complexes to carry out their functions, making protein-protein interactions (PPIs) essential for an organism's survival. Most PPIs are stabilized by numerous weak noncovalent chemical forces. The physical shape of the interfaces determines the way two proteins interact. Many globular proteins have closely-matching shapes on their surfaces, which form a large number of weak bonds. Additionally, many PPIs occur between two helices or between a surface cleft and a...
14.4K
Environmental Applications of Microorganisms01:30

Environmental Applications of Microorganisms

912
Microorganisms play a pivotal role in maintaining ecosystem balance by recycling essential elements such as carbon, nitrogen, and phosphorus, as well as supporting processes like bioremediation, wastewater treatment, and biofuel production.Microbes in Elemental CyclesIn the carbon cycle, microorganisms decompose organic matter, releasing carbon dioxide via aerobic respiration. This carbon dioxide is subsequently used by photosynthetic organisms to synthesize organic compounds, closing the...
912
Modern Molecular Taxonomy01:29

Modern Molecular Taxonomy

554
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...
554
Gene Regulation in Microbial Communities: Quorum Sensing01:28

Gene Regulation in Microbial Communities: Quorum Sensing

479
Quorum sensing is a mechanism of bacterial communication that enables coordinated gene expression in response to changes in population density. This facilitates collective behaviors that enhance survival, resource acquisition, and ecological adaptation. This process relies on small signaling molecules called autoinducers that accumulate as bacterial populations grow. When a critical threshold concentration of autoinducers is reached, bacterial cells collectively modify gene expression,...
479
Key Techniques in Microbiology01:19

Key Techniques in Microbiology

1.4K
Aseptic techniques prevent contamination, ensure experimental accuracy, and protect researchers and microbial cultures. These techniques are essential in clinical, industrial, and research settings where sterility is required.Maintaining Sterility in Laboratory PracticesScientists maintain sterility by sterilizing tools with heat or chemicals, disinfecting work surfaces, and handling cultures in controlled environments. Working near an open flame or within a laminar flow hood reduces the risk...
1.4K

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

Harnessing ecological niche modeling of Listeria monocytogenes for biopreservation system engineering.

Food microbiology·2025
Same author

Deciphering Rind Color Heterogeneity of Smear-Ripened Munster Cheese and Its Association with Microbiota.

Foods (Basel, Switzerland)·2024
Same author

Serial fermentation in milk generates functionally diverse community lineages with different degrees of structure stabilization.

mSystems·2024
Same author

A selection process based on the robustness of anti-Listeria monocytogenes activity reveals two strains of Carnobacterium maltaromaticum with biopreservation properties in cheese.

International journal of food microbiology·2024
Same author

Serial cultures in invert emulsion and monophase systems for microbial community shaping and propagation.

Microbial cell factories·2024
Same author

Comparison of Electrostatic Spray Drying, Spray Drying, and Freeze Drying for <i>Lacticaseibacillus rhamnosus GG</i> Dehydration.

Foods (Basel, Switzerland)·2023
Same journal

Poly(bromophenol blue)/CoSn(OH)<sub>6</sub> cubic particles modified pencil graphite electrode for electrochemical determination of diphenhydramine.

Scientific reports·2026
Same journal

Dietary Chlorella, Spirulina, and acidifier modulate jejunal cytokine-related gene expression in broiler chickens.

Scientific reports·2026
Same journal

Perceived physical activity barriers in university students: associations with fatigue and eating behaviours.

Scientific reports·2026
Same journal

Refuge limitation structures habitat use in agricultural landscapes: evidence from Sunda pangolins.

Scientific reports·2026
Same journal

Lightweight stateless transaction verification with outsourced witness updates for UTXO blockchains.

Scientific reports·2026
Same journal

Efficacy of historical context and exogenous features on deep learning for cooling load forecasting in chilled water plants.

Scientific reports·2026
查看所有相关文章

相关实验视频

Updated: Jan 10, 2026

A Knowledge Graph Approach to Elucidate the Role of Organellar Pathways in Disease via Biomedical Reports
07:35

A Knowledge Graph Approach to Elucidate the Role of Organellar Pathways in Disease via Biomedical Reports

Published on: October 13, 2023

2.1K

用于预测和分析微生物相互作用的知识图嵌入.

Mohammed Khatbane1,2, Cécile Mangavel2, Frédéric Borges2

  • 1Université de Lorraine, CNRS, LORIA, 54000, Nancy, France.

Scientific reports
|November 21, 2025
PubMed
概括
此摘要是机器生成的。

预测微生物相互作用对生态学至关重要. 一个新的知识图嵌入框架准确地预测微生物伙伴关系,减少了对广泛实验室实验的需求,并使微生物社区工程成为可能.

关键词:
知识图嵌入知识图.机器学习 机器学习微生物生态学 微生物生态学微生物相互作用

更多相关视频

Divergence of Root Microbiota in Different Habitats based on Weighted Correlation Networks
09:49

Divergence of Root Microbiota in Different Habitats based on Weighted Correlation Networks

Published on: September 25, 2021

4.8K
A Comparative Approach to Characterize the Landscape of Host-Pathogen Protein-Protein Interactions
13:56

A Comparative Approach to Characterize the Landscape of Host-Pathogen Protein-Protein Interactions

Published on: July 18, 2013

11.5K

相关实验视频

Last Updated: Jan 10, 2026

A Knowledge Graph Approach to Elucidate the Role of Organellar Pathways in Disease via Biomedical Reports
07:35

A Knowledge Graph Approach to Elucidate the Role of Organellar Pathways in Disease via Biomedical Reports

Published on: October 13, 2023

2.1K
Divergence of Root Microbiota in Different Habitats based on Weighted Correlation Networks
09:49

Divergence of Root Microbiota in Different Habitats based on Weighted Correlation Networks

Published on: September 25, 2021

4.8K
A Comparative Approach to Characterize the Landscape of Host-Pathogen Protein-Protein Interactions
13:56

A Comparative Approach to Characterize the Landscape of Host-Pathogen Protein-Protein Interactions

Published on: July 18, 2013

11.5K

科学领域:

  • 微生物生态学 微生物生态学
  • 计算生物学 计算生物学
  • 生物信息学是一种生物信息学.

背景情况:

  • 微生物相互作用是社区结构和功能的关键.
  • 预测这些相互作用是具有挑战性的.
  • 当前的机器学习方法需要大量的实验数据.

研究的目的:

  • 开发一种用于预测双对微生物相互作用的新框架.
  • 尽量减少体外实验的需要.
  • 为了利用知识图嵌入用于微生物相互作用预测.

主要方法:

  • 嵌入知识图表以表示微生物及其相互作用.
  • 利用40个碳源环境中的20种土壤细菌菌株的数据集.
  • 开发一个模型来预测对交互,包括那些缺少数据的交互.

主要成果:

  • 该框架准确地预测了一对一对的微生物相互作用.
  • 该模型成功地预测了带有不完整实验数据的菌株的相互作用.
  • 学习的嵌入揭示了碳源环境之间的相似性,使跨环境预测成为可能.
  • 该方法有助于为微生物社区工程设计推系统的设计.

结论:

  • 知识图嵌入是微生物生态学的强大而有前途的策略.
  • 拟议的框架减少了实验负担,提高了预测准确度.
  • 这种方法支持微生物社区工程和生态研究的进展.