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Protein Networks02:26

Protein Networks

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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.
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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...
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Signaling cascades usually lack linearity. Multiple pathways interact and regulate one another, allowing cells to integrate and respond to diverse environmental stimuli.
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Schemas are cognitive structures that provide a framework for interpreting and organizing social information. They help individuals navigate complex environments by offering expectations about people, events, and behaviors. Schemas influence attention, encoding, and retrieval processes, thereby shaping the entire trajectory of information processing in social contexts.Attention and Cognitive LoadDuring initial attention, schemas function as filters that prioritize schema-consistent information,...
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相关实验视频

Updated: Jan 6, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
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为存储在知识图数据库中的网络创建交互式Web接口

John Erol Evangelista1, Andrew D Lutsky1, Anna I Byrd1

  • 1Department of Pharmacological Sciences, Mount Sinai Center for Bioinformatics, Icahn School of Medicine at Mount Sinai, New York, New York.

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|September 16, 2025
PubMed
概括
此摘要是机器生成的。

我们开发了一个开源的知识图用户界面 (KG-UI),用生物医学数据创建交互式网站. 该工具允许研究人员轻松查询和可视化复杂的生物网络,提高数据可访问性和研究合作.

关键词:
数据统一和数据协调.数据整合数据集成.数据可视化数据可视化知识图是知识图.转录因子是一种转录因子.

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科学领域:

  • 生物信息学是一种生物信息学.
  • 计算生物学 计算生物学
  • 数据可视化 数据可视化

背景情况:

  • 知识图 (KG) 将生物医学数据组织成相互连接的网络.
  • 现有的KG数据库往往缺乏免费的,可定制的基于Web的用户界面 (UI).
  • 这种限制阻碍了交互式数据探索和KG利用.

研究的目的:

  • 为知识图数据库开发一个开源的,可定制的基于Web的UI.
  • 促进创建交互式网站,用于查询和可视化KG数据.
  • 展示KG-UI在生物信息项目中的应用.

主要方法:

  • 开发了一个开源的知识图用户界面 (KG-UI).
  • 将KG-UI应用于八个不同的生物信息学项目.
  • 使用PubMed和赠款数据创建了一个主要研究员 (PI) 网络的演示KG.
  • 为安装和定制提供了一步一步的用户指南.

主要成果:

  • KG-UI成功地为八个生物信息学项目创建了交互式网站.
  • 一个展示PI网络关系的KG演示成功构建并可用.
  • 为KG-UI实现提供了详细的说明和源代码.
  • 该KG-UI允许定制,以满足特定的研究需求.

结论:

  • 开源的KG-UI为研究人员提供了有价值的,可访问的工具.
  • 它提高了生物医学知识图的可用性和互动性.
  • 该KG-UI促进数据共享和生物信息学领域的合作研究.