Department of Integrated Mathematical Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA.
Nalecz Institute of Biocybernetics and Biomedical Engineering, Polish Academy of Sciences, Warsaw, Poland.
Sci Rep. 2018 Jun 21;8(1):9474. doi: 10.1038/s41598-018-27718-1.
Complex interactions occur between tumor and host immune system at each site in the metastatic setting, the outcome of which can determine behavior ranging from dormancy to rapid growth. An additional layer of complexity arises from the understanding that cytotoxic T cells can traffic through the host circulatory system. Coupling mathematical models of local tumor-immune dynamics and systemic T cell trafficking allows us to simulate the evolution of tumor and immune cell populations in anatomically distant sites following local therapy and thus computationally evaluate immune interconnectivity. Results suggest that the presence of a secondary site may either inhibit or promote growth of the primary, depending on the capacity for immune recruitment of each tumor and the resulting systemic redistribution of T cells. Treatment such as surgical resection and radiotherapy can be simulated to estimate both the decrease in tumor volume at the local treatment-targeted site, and the change in overall tumor burden and tumor growth trajectories across all sites. Qualitatively similar responses of distant tumors to local therapy (positive and negative abscopal effects) to those reported in the clinical setting were observed. Such findings may facilitate an improved understanding of general disease kinetics in the metastatic setting: if metastatic sites are interconnected through the immune system, truly local therapy does not exist.
在转移环境的每个部位,肿瘤和宿主免疫系统之间都会发生复杂的相互作用,其结果可以决定从休眠到快速生长的行为。从理解细胞毒性 T 细胞可以通过宿主循环系统运输这一点出发,又增加了一层复杂性。局部肿瘤免疫动力学和系统 T 细胞运输的数学模型的结合,使我们能够模拟局部治疗后解剖学上不同部位的肿瘤和免疫细胞群体的演变,从而通过计算评估免疫连通性。结果表明,继发性肿瘤的存在可能会抑制或促进原发性肿瘤的生长,具体取决于每个肿瘤的免疫募集能力以及由此导致的 T 细胞的全身重新分布。可以模拟手术切除和放射治疗等治疗方法,以估计局部治疗靶向部位的肿瘤体积减少,以及所有部位的总肿瘤负担和肿瘤生长轨迹的变化。观察到远处肿瘤对局部治疗(阳性和阴性的远隔效应)的反应与临床报告中的反应定性相似。这些发现可能有助于更好地理解转移性环境中的一般疾病动力学:如果转移性部位通过免疫系统相互连接,那么真正的局部治疗就不存在。