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

Gene Conversion02:08

Gene Conversion

Other than maintaining genome stability via DNA repair, homologous recombination plays an important role in diversifying the genome. In fact, the recombination of sequences forms the molecular basis of genomic evolution. Random and non-random permutations of genomic sequences create a library of new amalgamated sequences. These newly formed genomes can determine the fitness and survival of cells. In bacteria, homologous and non-homologous types of recombination lead to the evolution of new...
Combinatorial Gene Control02:33

Combinatorial Gene Control

Combinatorial gene control is the synergistic action of several transcriptional factors to regulate the expression of a single gene. The absence of one or more of these factors may lead to a significant difference in the level of gene expression or repression.
The expression of more than 30,000 genes is controlled by approximately 2000-3000 transcription factors. This is possible because a single transcription factor can recognize more than one regulatory sequence. The specificity in gene...
Epistasis Analysis01:09

Epistasis Analysis

Although Mendel chose seven unrelated traits in peas to study gene segregation, most traits involve multiple gene interactions that create a spectrum of phenotypes. When the interaction of various genes or alleles at different locations influences a phenotype, this is called epistasis. Epistasis often involves one gene masking or interfering with the expression of another (antagonistic epistasis). Epistasis often occurs when different genes are part of the same biochemical pathway. The...
Gene Conversion02:08

Gene Conversion

Other than maintaining genome stability via DNA repair, homologous recombination plays an important role in diversifying the genome. In fact, the recombination of sequences forms the molecular basis of genomic evolution. Random and non-random permutations of genomic sequences create a library of new amalgamated sequences. These newly formed genomes can determine the fitness and survival of cells. In bacteria, homologous and non-homologous types of recombination lead to the evolution of new...
PD Controller: Design01:26

PD Controller: Design

In automotive engineering, car suspension systems often employ Proportional Derivative (PD) controllers to enhance performance. PD controllers are utilized to adjust the damping force in response to road conditions. A controller, acting as an amplifier with a constant gain, demonstrates proportional control, with output directly mirroring input.
Designing a continuous-data controller requires selecting and linking components like adders and integrators, which are fundamental in Proportional,...
Generator Voltage Control01:21

Generator Voltage Control

Generator voltage control is crucial for maintaining the stable operation of synchronous generators and wind turbines. In older models, a DC generator driven by the rotor delivers DC power to the rotor's field winding, and the power is transferred through slip rings and brushes. In the latest models, static or brushless exciters are used. Static exciters rectify AC power from the generator terminals and then transfer the DC power directly to the rotor. Brushless exciters, on the other hand, use...

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

Sadness regulation in daily life in remitted depression: Regulatory repertoire composition and affect-dependent effectiveness.

Journal of affective disorders·2026
Same author

Virologic insights from the phase 3 REDPINE trial: remdesivir in renally impaired and immunocompromised patients with COVID-19.

Antimicrobial agents and chemotherapy·2026
Same author

Atomic force microscopy for quantitative nanomechanical characterization of immune cells: techniques and applications in allergic responses.

Nanotechnology·2026
Same author

[Comparative study on the efficacy of endoscope ethmoid infundibulum expansion surgery versus full-house endoscopic sinus surgery combined with Stapokibart for type 2 chronic rhinosinusitis with nasal polyps].

Lin chuang er bi yan hou tou jing wai ke za zhi = Journal of clinical otorhinolaryngology head and neck surgery·2026
Same author

Protective effects of sodium hyaluronate nasal spray on murine nasal mucosa via preservation of airway surface liquid and mucociliary clearance.

Frontiers in allergy·2026
Same author

Meta-analysis and dose-response analysis of low-temperature stress effects on rice yield and physiological responses.

Frontiers in plant science·2026

相关实验视频

Updated: May 8, 2026

Reliably Engineering and Controlling Stable Optogenetic Gene Circuits in Mammalian Cells
09:20

Reliably Engineering and Controlling Stable Optogenetic Gene Circuits in Mammalian Cells

Published on: July 6, 2021

通过逆向调节的定向图形自编码器推断基因调节网络.

Kaifu Long1, Junchang Xin2, Luxuan Qu3

  • 1School of Computer Science and Engineering, Northeastern University, Shenyang, Liaoning, 110819, China.

Neural networks : the official journal of the International Neural Network Society
|March 3, 2026
PubMed
概括

我们开发了ARDGA,一种用于推断基因调节网络 (GRNs) 的新方法. ARDGA有效地捕获复杂的网络拓和基因表达数据属性,优于现有的方法.

关键词:
敌对的正规化对抗性的正规化基因监管网络 基因监管网络图表神经网络的神经网络链接预测链接预测

更多相关视频

Inherent Dynamics Visualizer, an Interactive Application for Evaluating and Visualizing Outputs from a Gene Regulatory Network Inference Pipeline
10:44

Inherent Dynamics Visualizer, an Interactive Application for Evaluating and Visualizing Outputs from a Gene Regulatory Network Inference Pipeline

Published on: December 7, 2021

Efficient Sampling of Genetically Encoded Biosensor Design Space Enabled with a Design of Experiments and Automation Workflow
08:58

Efficient Sampling of Genetically Encoded Biosensor Design Space Enabled with a Design of Experiments and Automation Workflow

Published on: October 17, 2025

相关实验视频

Last Updated: May 8, 2026

Reliably Engineering and Controlling Stable Optogenetic Gene Circuits in Mammalian Cells
09:20

Reliably Engineering and Controlling Stable Optogenetic Gene Circuits in Mammalian Cells

Published on: July 6, 2021

Inherent Dynamics Visualizer, an Interactive Application for Evaluating and Visualizing Outputs from a Gene Regulatory Network Inference Pipeline
10:44

Inherent Dynamics Visualizer, an Interactive Application for Evaluating and Visualizing Outputs from a Gene Regulatory Network Inference Pipeline

Published on: December 7, 2021

Efficient Sampling of Genetically Encoded Biosensor Design Space Enabled with a Design of Experiments and Automation Workflow
08:58

Efficient Sampling of Genetically Encoded Biosensor Design Space Enabled with a Design of Experiments and Automation Workflow

Published on: October 17, 2025

科学领域:

  • 计算生物学 计算生物学
  • 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:

  • 了解基因调节网络 (GRNs) 对于破译生物过程至关重要.
  • 现有的GRN推断方法往往无法捕捉复杂的网络拓和基因表达数据的非相同分布.

研究的目的:

  • 提出一种新的方法,即对抗性规则化定向图形自编码器 (ARDGA),用于准确的GRN推理.
  • 解决当前处理复杂GRN结构和数据属性的方法的局限性.

主要方法:

  • 计算了两个结构矩阵,以捕捉复杂拓的第一顺序和第二顺序近距离.
  • 开发了一个消息传递模块与源和目标编码器来学习节点表示.
  • 采用对抗性培训来规范目标载体到原始基因表达数据的先前分发.

主要成果:

  • 与DREAM5数据集的强大基线相比,ARDGA表现优越.
  • 在七个单细胞RNA测序 (scRNA-seq) 数据集上进行评估,ARDGA在不同基础真相网络中取得了具有竞争力的结果.
  • 该方法有效地整合了基因表达数据的拓和统计特性.

结论:

  • ARDGA为推断基因调节网络提供了一种强大而有效的方法.
  • 该方法通过解决网络复杂性和数据分布的关键挑战,推动了GRN推断领域的发展.
  • 公开可用的代码有助于进一步的研究和应用.