Soto-Ortiz Luis, Finley Stacey D
Department of Mathematics, East Los Angeles College, 1301 Avenida Cesar Chavez, Monterey Park, CA 91754, USA.
Department of Biomedical Engineering, University of Southern California, Los Angeles, CA 90089, USA.
J Theor Biol. 2016 Apr 7;394:197-211. doi: 10.1016/j.jtbi.2016.01.026. Epub 2016 Jan 27.
A mathematical model integrating tumor angiogenesis and tumor-targeted cytotoxicity by immune cells was developed to identify the therapeutic window of two distinct modes to treat cancer: (1) an anti-angiogenesis treatment based on the monoclonal antibody bevacizumab that targets tumor vasculature, and (2) immunotherapy involving the injection of unlicensed dendritic cells to boost the anti-tumor adaptive response. The angiogenic cytokine Vascular Endothelial Growth Factor (VEGF) contributes to the immunosuppressive tumor microenvironment, which is responsible for the short-lived therapeutic effect of cancer-targeted immunotherapy. The effect of immunosuppression on the width of the therapeutic window of each treatment was quantified. Experimental evidence has shown that neutralizing immunosuppressive cytokines results in an enhanced immune response against infections and chronic diseases. The model was used to determine treatment protocols involving the combination of anti-VEGF and unlicensed dendritic cell injections that enhance tumor regression. The model simulations predicted that the most effective method to treat tumors involves administering a series of biweekly anti-VEGF injections to disrupt angiogenic processes and limit tumor growth. The simulations also verified the hypothesis that reducing the concentration of the immunosuppressive factor VEGF prior to an injection of unlicensed dendritic cells enhances the cytotoxicity of CD8+ T cells and results in complete tumor elimination. Feasible treatment protocols for tumors that are diagnosed late and have grown to a relatively large size were identified.
建立了一个整合肿瘤血管生成和免疫细胞肿瘤靶向细胞毒性的数学模型,以确定两种不同癌症治疗模式的治疗窗口:(1)基于靶向肿瘤血管的单克隆抗体贝伐单抗的抗血管生成治疗,以及(2)涉及注射未经许可的树突状细胞以增强抗肿瘤适应性反应的免疫治疗。血管生成细胞因子血管内皮生长因子(VEGF)有助于形成免疫抑制性肿瘤微环境,这是导致癌症靶向免疫治疗短期治疗效果的原因。对免疫抑制对每种治疗方法治疗窗口宽度的影响进行了量化。实验证据表明,中和免疫抑制细胞因子可增强针对感染和慢性疾病的免疫反应。该模型用于确定涉及联合使用抗VEGF和未经许可的树突状细胞注射以增强肿瘤消退的治疗方案。模型模拟预测,治疗肿瘤最有效的方法是每隔一周进行一系列抗VEGF注射,以破坏血管生成过程并限制肿瘤生长。模拟还验证了以下假设:在注射未经许可的树突状细胞之前降低免疫抑制因子VEGF的浓度可增强CD8 + T细胞的细胞毒性并导致肿瘤完全消除。确定了针对晚期诊断且已生长到相对较大尺寸的肿瘤的可行治疗方案。