Mpekris Fotios, Angeli Stelios, Pirentis Athanassios P, Stylianopoulos Triantafyllos
Cancer Biophysics Laboratory, Department of Mechanical and Manufacturing Engineering, University of Cyprus, P.O. Box 20537, 1678, Nicosia, Cyprus.
Biomech Model Mechanobiol. 2015 Nov;14(6):1391-402. doi: 10.1007/s10237-015-0682-0. Epub 2015 May 13.
Oxygen supply plays a central role in cancer cell proliferation. While vascular density increases at the early stages of carcinogenesis, mechanical solid stresses developed during growth compress tumor blood vessels and, thus, drastically reduce not only the supply of oxygen, but also the delivery of drugs at inner tumor regions. Among other effects, hypoxia and reduced drug delivery compromise the efficacy of radiation and chemo/nanotherapy, respectively. In the present study, we developed a mathematical model of tumor growth to investigate the interconnections among tumor oxygenation that supports cancer cell proliferation, the heterogeneous accumulation of mechanical stresses owing to tumor growth, the non-uniform compression of intratumoral blood vessels due to the mechanical stresses, and the insufficient delivery of oxygen and therapeutic agents because of vessel compression. We found that the high vascular density and increased cancer cell proliferation often observed in the periphery compared to the interior of a tumor can be attributed to heterogeneous solid stress accumulation. Highly vascularized peripheral regions are also associated with greater oxygenation compared with the compressed, less vascularized inner regions. We also modeled the delivery of drugs of two distinct sizes, namely chemotherapy and nanomedicine. Model predictions suggest that drug delivery is affected negatively by vessel compression independently of the size of the therapeutic agent. Finally, we demonstrated the applicability of our model to actual geometries, employing a breast tumor model derived from MR images.
氧气供应在癌细胞增殖中起着核心作用。虽然血管密度在致癌作用的早期阶段会增加,但生长过程中产生的机械固体应力会压缩肿瘤血管,从而不仅大幅减少氧气供应,还会减少肿瘤内部区域的药物递送。除其他影响外,缺氧和药物递送减少分别会损害放射治疗和化学/纳米治疗的疗效。在本研究中,我们建立了一个肿瘤生长的数学模型,以研究支持癌细胞增殖的肿瘤氧合作用、肿瘤生长导致的机械应力的异质性积累、机械应力引起的肿瘤内血管的非均匀压缩以及血管压缩导致的氧气和治疗剂递送不足之间的相互联系。我们发现,与肿瘤内部相比,在肿瘤周边经常观察到的高血管密度和增加的癌细胞增殖可归因于异质性固体应力积累。与压缩的、血管化程度较低的内部区域相比,高度血管化的周边区域也具有更高的氧合作用。我们还对两种不同大小的药物(即化疗药物和纳米药物)的递送进行了建模。模型预测表明,血管压缩会对药物递送产生负面影响,而与治疗剂的大小无关。最后,我们通过使用从磁共振图像得出的乳腺肿瘤模型,证明了我们的模型对实际几何形状的适用性。