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用计算方法评估肿瘤对缺氧靶向前药的治疗反应。

Assessing the therapeutic response of tumors to hypoxia-targeted prodrugs with an in silico approach.

机构信息

Department of Physics, Bogazici University, Istanbul 34342, Turkey.

Center for Life Sciences and Technologies, Bogazici University, Istanbul 34342, Turkey.

出版信息

Math Biosci Eng. 2022 Aug 1;19(11):10941-10962. doi: 10.3934/mbe.2022511.

DOI:10.3934/mbe.2022511
PMID:36124576
Abstract

Tumor hypoxia is commonly recognized as a condition stimulating the progress of the aggressive phenotype of tumor cells. Hypoxic tumor cells inhibit the delivery of cytotoxic drugs, causing hypoxic areas to receive insufficient amounts of anticancer agents, which results in adverse treatment responses. Being such an obstruction to conventional therapies for cancer, hypoxia might be considered a target to facilitate the efficacy of treatments in the resistive environment of tumor sites. In this regard, benefiting from prodrugs that selectively target hypoxic regions remains an effective approach. Additionally, combining hypoxia-activated prodrugs (HAPs) with conventional chemotherapeutic drugs has been used as a promising strategy to eradicate hypoxic cells. However, determining the appropriate sequencing and scheduling of the combination therapy is also of great importance in obtaining favorable results in anticancer therapy. Here, benefiting from a modeling approach, we study the efficacy of HAPs in combination with chemotherapeutic drugs on tumor growth and the treatment response. Different treatment schedules have been investigated to see the importance of determining the optimal schedule in combination therapy. The effectiveness of HAPs in varying hypoxic conditions has also been explored in the study. The model provides qualitative conclusions about the treatment response, as the maximal benefit is obtained from combination therapy with greater cell death for highly hypoxic tumors. It has also been observed that the antitumor effects of HAPs show a hypoxia-dependent profile.

摘要

肿瘤缺氧通常被认为是刺激肿瘤细胞侵袭表型进展的条件。缺氧肿瘤细胞抑制细胞毒性药物的传递,导致缺氧区域接受的抗癌药物不足,从而导致治疗反应不佳。由于缺氧是癌症常规治疗的障碍,因此可以将其视为一个靶点,以提高肿瘤部位耐药环境中治疗的效果。在这方面,受益于专门针对缺氧区域的前药仍然是一种有效的方法。此外,将缺氧激活前药 (HAP) 与传统化疗药物联合使用已被用作消除缺氧细胞的有前途的策略。然而,确定联合治疗的适当顺序和方案对于获得癌症治疗的良好效果也非常重要。在这里,我们受益于建模方法,研究 HAP 与化疗药物联合治疗对肿瘤生长和治疗反应的疗效。研究了不同的治疗方案,以了解在联合治疗中确定最佳方案的重要性。该研究还探讨了 HAP 在不同缺氧条件下的有效性。该模型提供了关于治疗反应的定性结论,因为对于高度缺氧的肿瘤,联合治疗可获得更大的细胞死亡,从而获得最大的益处。还观察到 HAP 的抗肿瘤作用呈现出依赖于缺氧的特征。

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