一个图形理论的框架,用于定量分析的血管性网络
Goodluck Okoro1,2, Pawel Wityk2,3, Michael B Nelappana1,2
1Department of Bioengineering, University of Illinois at Urbana-Champaign, Urbana, IL, USA.
BioData mining
|October 2, 2025
概括
一个新的图形理论框架量化了管形成试验中的血管生成,捕捉了网络结构和动态. 这种方法可以准确地区分稀疏和密集的网络,并跟踪它们的时间演变.
科学领域:
- 生物医学工程 生物医学工程
- 细胞生物学 细胞生物学
- 计算生物学 计算生物学
背景情况:
- 内皮管形成试验是研究血管生成的标准体外模型.
- 目前对血管性行为的量化方法缺乏空间,拓和结构上下文.
- 需要定量框架来分析复杂的血管生成网络.
研究的目的:
- 开发和验证一个图形理论框架,用于量化体外血管生成.
- 在管形成试验中分析网络形态,时间动态和空间异质性.
- 为评估血管新生过程提供一种敏感和可扩展的方法.
主要方法:
- 在不同的密度下使用人静脉内皮细胞 (HUVEC) 模拟了不同的血管性网络形态.
- 在播种后的2,4小时和18小时对网络进行成像.
- 将骨架化图像转换为数学图表,并提取了11个基于图表的指标.
主要成果:
- 该框架成功地捕捉了网络的形态差异和时间进展.
- 稀疏网络显示出更高的平均节点度,集群系数和扭曲度.
- 密集的网络表现出更大的节点和边缘数量,而网络随着时间的推移而集成.
- 图表指标有效地区分了稀疏和密集的形态和基于时间点的分离网络.
结论:
- 图形理论框架提供了一个可靠的方法来量化血管生成动态.
- 这种方法提供了对治疗疗效和与疾病相关的血管改造的见解.
- 该方法通过结合结构和时间信息来增强体外血管生成模型的分析.
更多相关视频
相关概念视频
Mechanism of Angiogenesis
6.7K
Blood vessel formation starts early during embryonic development, around day 7. In the extraembryonic yolk sac, mesodermal precursor cells called hemangioblast proliferate and differentiate into angioblast. Angioblasts express vascular endothelial growth factor receptor 2 or VEGFR2, which binds VEGF-A, a proangiogenic factor, guiding blood vessel formation. VEGF signaling promotes angioblasts to form a blood island in the developing embryo. Angioblasts further differentiate, giving rise to...
6.7K
Regulation of Angiogenesis and Blood Supply
3.3K
Rapidly dividing tumors, embryos, and wounded tissues require more oxygen than usual, lowering the oxygen concentration in the blood. At low oxygen or hypoxic conditions, an oxygen-sensitive transcription factor called the hypoxia-inducible factor 1 or HIF1 is activated. HIF1 is a dimeric protein of alpha (ɑ) and beta (β) subunits. Under optimal oxygen conditions, HIF1β is present in the nucleus while HIF1ɑ remains in the cytosol. HIF1ɑ is hydroxylated by prolyl...
3.3K
Overview of Cell-Matrix Interactions
8.9K
The extracellular matrix or ECM holds cells together to form a tissue and allows the cells within the tissue to communicate. ECM comprises proteins such as fibronectin, collagen, laminin, etc. The most abundant protein in this space is collagen. Collagen fibers are interwoven with carbohydrate-containing protein molecules called proteoglycans. ECM allows cell migration and provides a structural scaffold at cell adhesion that anchors the cell when the extracellular matrix proteins interact with...
8.9K
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,...
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


