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模型准确预测头颈癌中 IL6 阻断的反应。

Models Accurately Predict Response for IL6 Blockade in Head and Neck Cancer.

机构信息

Department of Medicine, Section of Hematology/Oncology, The University of Chicago, Chicago, Illinois.

Departments of Cariology, Restorative Sciences, and Endodontics, University of Michigan, Ann Arbor, Michigan.

出版信息

Cancer Res. 2020 Apr 1;80(7):1451-1460. doi: 10.1158/0008-5472.CAN-19-1846. Epub 2020 Feb 10.

Abstract

Malignant features of head and neck squamous cell carcinoma (HNSCC) may be derived from the presence of stem-like cells that are characterized by uniquely high tumorigenic potential. These cancer stem cells (CSC) function as putative drivers of tumor initiation, therapeutic evasion, metastasis, and recurrence. Although they are an appealing conceptual target, CSC-directed cancer therapies remain scarce. One promising CSC target is the IL6 pathway, which is strongly correlated with poor patient survival. In this study we created and validated a multiscale mathematical model to investigate the impact of cross-talk between tumor cell- and endothelial cell (EC)-secreted IL6 on HNSCC growth and the CSC fraction. We then predicted and analyzed the responses of HNSCC to tocilizumab (TCZ) and cisplatin combination therapy. The model was validated with experiments involving human ECs coimplanted with HNSCC cell line xenografts. Without artificial tuning to the laboratory data, the model showed excellent predictive agreement with the decrease in tumor volumes observed in TCZ-treated mice, as well as a decrease in the CSC fraction. This computational platform provides a framework for preclinical cisplatin and TCZ dose and frequency evaluation to be tested in future clinical studies. SIGNIFICANCE: A mathematical model is used to rapidly evaluate dosing strategies for IL6 pathway modulation. These results may lead to nonintuitive dosing or timing treatment schedules to optimize synergism between drugs.

摘要

头颈部鳞状细胞癌 (HNSCC) 的恶性特征可能源自具有独特高肿瘤形成潜力的类干细胞的存在。这些癌症干细胞 (CSC) 作为肿瘤起始、治疗逃逸、转移和复发的潜在驱动因素发挥作用。尽管它们是一个有吸引力的概念性靶点,但针对 CSC 的癌症治疗方法仍然很少。IL6 通路是一个有前途的 CSC 靶点,与患者生存不良密切相关。在这项研究中,我们创建并验证了一个多尺度数学模型,以研究肿瘤细胞和内皮细胞 (EC) 分泌的 IL6 之间的串扰对 HNSCC 生长和 CSC 分数的影响。然后,我们预测并分析了 HNSCC 对托珠单抗 (TCZ) 和顺铂联合治疗的反应。该模型通过涉及与人 EC 共植入 HNSCC 细胞系异种移植物的实验进行了验证。在没有对实验室数据进行人工调整的情况下,该模型与 TCZ 治疗小鼠中观察到的肿瘤体积减少以及 CSC 分数减少具有出色的预测一致性。该计算平台为临床前顺铂和 TCZ 剂量和频率评估提供了框架,以在未来的临床研究中进行测试。意义:使用数学模型快速评估 IL6 通路调节的给药策略。这些结果可能导致非直觉的剂量或定时治疗方案,以优化药物之间的协同作用。

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