Hendrata Melisa, Sudiono Janti
Department of Mathematics, California StateUniversity, Los Angeles, CA, USA.
Department of Oral Pathology, Faculty of Dentistry, Trisakti University, Jakarta, Indonesia.
In Silico Biol. 2019;13(1-2):1-20. doi: 10.3233/ISB-170469.
Angiogenesis, a formation of blood vessels from an existing vasculature, plays a key role in tumor growth and its progression into cancer. The lining of blood vessels consists of endothelial cells (ECs) which proliferate and migrate, allowing the capillaries to sprout towards the tumor to deliver the needed oxygen. Various treatments aiming to suppress or even inhibit angiogenesis have been explored. Mesenchymal stem cells (MSCs) have recently been undergoing development in cell-based therapy for cancer due to their ability to migrate towards the capillaries and induce the apoptosis of the ECs, causing capillary degeneration. However, further investigations in this direction are needed as it is usually difficult to preclinically assess the efficacy of such therapy. We develop a hybrid multiscale model that integrates molecular, cellular, tissue and extracellular components of tumor system to investigate angiogenesis and tumor growth under MSC-mediated therapy. Our simulations produce angiogenesis and vascular tumor growth profiles as observed in the experiments. Furthermore, the simulations show that the effectiveness of MSCs in inducing EC apoptosis is density dependent and its full effect is reached within several days after MSCs application. Quantitative agreements with experimental data indicate the predictive potential of our model for evaluating the efficacy of cell-based therapies targeting angiogenesis.
血管生成是指从现有脉管系统形成血管的过程,在肿瘤生长及其向癌症的进展中起着关键作用。血管内壁由内皮细胞(ECs)组成,这些细胞会增殖和迁移,使毛细血管向肿瘤方向生长以输送所需的氧气。人们已经探索了各种旨在抑制甚至阻止血管生成的治疗方法。间充质干细胞(MSCs)由于能够向毛细血管迁移并诱导内皮细胞凋亡,导致毛细血管退化,最近在癌症的细胞治疗中得到了发展。然而,由于通常很难在临床前评估这种治疗的效果,因此需要在这个方向上进行进一步的研究。我们开发了一种混合多尺度模型,该模型整合了肿瘤系统的分子、细胞、组织和细胞外成分,以研究间充质干细胞介导的治疗下的血管生成和肿瘤生长。我们的模拟产生了如实验中观察到的血管生成和血管性肿瘤生长曲线。此外,模拟结果表明,间充质干细胞诱导内皮细胞凋亡的有效性取决于密度,并且在应用间充质干细胞后的几天内就能达到其全部效果。与实验数据的定量一致性表明了我们的模型在评估针对血管生成的细胞治疗效果方面的预测潜力。