Zhao Chen, Isenberg Jeffrey S, Popel Aleksander S
Department of Biomedical Engineering, School of Medicine, Johns Hopkins University, Baltimore, Maryland, United States of America.
Vascular Medicine Institute, Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America.
PLoS Comput Biol. 2017 Jan 3;13(1):e1005272. doi: 10.1371/journal.pcbi.1005272. eCollection 2017 Jan.
Hypoxia is an important physiological stress signal that drives angiogenesis, the formation of new blood vessels. Besides an increase in the production of pro-angiogenic signals such as vascular endothelial growth factor (VEGF), hypoxia also stimulates the production of anti-angiogenic signals. Thrombospondin-1 (TSP-1) is one of the anti-angiogenic factors whose synthesis is driven by hypoxia. Cellular synthesis of TSP-1 is tightly regulated by different intermediate biomolecules including proteins that interact with hypoxia-inducible factors (HIFs), transcription factors that are activated by receptor and intracellular signaling, and microRNAs which are small non-coding RNA molecules that function in post-transcriptional modification of gene expression. Here we present a computational model that describes the mechanistic interactions between intracellular biomolecules and cooperation between signaling pathways that together make up the complex network of TSP-1 regulation both at the transcriptional and post-transcriptional level. Assisted by the model, we conduct in silico experiments to compare the efficacy of different therapeutic strategies designed to modulate TSP-1 synthesis in conditions that simulate tumor and peripheral arterial disease microenvironment. We conclude that TSP-1 production in endothelial cells depends on not only the availability of certain growth factors but also the fine-tuned signaling cascades that are initiated by hypoxia.
缺氧是一种重要的生理应激信号,可驱动血管生成,即新血管的形成。除了增加促血管生成信号(如血管内皮生长因子(VEGF))的产生外,缺氧还刺激抗血管生成信号的产生。血小板反应蛋白-1(TSP-1)是由缺氧驱动合成的抗血管生成因子之一。TSP-1的细胞合成受到不同中间生物分子的严格调控,这些生物分子包括与缺氧诱导因子(HIFs)相互作用的蛋白质、由受体和细胞内信号激活的转录因子,以及微小RNA(它们是在基因表达的转录后修饰中起作用的小非编码RNA分子)。在此,我们提出一种计算模型,该模型描述了细胞内生物分子之间的机制相互作用以及信号通路之间的协同作用,这些共同构成了转录和转录后水平上TSP-1调控的复杂网络。在该模型的辅助下,我们进行了计算机模拟实验,以比较在模拟肿瘤和外周动脉疾病微环境的条件下,旨在调节TSP-1合成的不同治疗策略的疗效。我们得出结论,内皮细胞中TSP-1的产生不仅取决于某些生长因子的可用性,还取决于由缺氧引发的精细调节的信号级联反应。