Lee Donggu, Oh Sunju, Lawler Sean, Kim Yangjin
Department of Mathematics, Konkuk University, Seoul 05029, Republic of Korea.
Department of Biological Sciences, Konkuk University, Seoul 05029, Republic of Korea.
Math Biosci Eng. 2025 Mar 4;22(4):744-809. doi: 10.3934/mbe.2025028.
Neutrophils play a crucial role in the innate immune response as a first line of defense in many diseases, including cancer. Tumor-associated neutrophils (TANs) can either promote or inhibit tumor growth in various steps of cancer progression via mutual interactions with cancer cells in a complex tumor microenvironment (TME). In this study, we developed and analyzed mathematical models to investigate the role of natural killer cells (NK cells) and the dynamic transition between N1 and N2 TAN phenotypes in killing cancer cells through key signaling networks and how adjuvant therapy with radiation can be used in combination to increase anti-tumor efficacy. We examined the complex immune-tumor dynamics among N1/N2 TANs, NK cells, and tumor cells, communicating through key extracellular mediators (Transforming growth factor (TGF-$ \beta $), Interferon gamma (IFN-$ \gamma $)) and intracellular regulation in the apoptosis signaling network. We developed several tumor prevention strategies to eradicate tumors, including combination (IFN-$ \gamma $, exogenous NK, TGF-$ \beta $ inhibitor) therapy and optimally-controlled ionizing radiation in a complex TME. Using this model, we investigated the fundamental mechanism of radiation-induced changes in the TME and the impact of internal and external immune composition on the tumor cell fate and their response to different treatment schedules.
中性粒细胞在先天性免疫反应中起着关键作用,是包括癌症在内的许多疾病的第一道防线。肿瘤相关中性粒细胞(TANs)在复杂的肿瘤微环境(TME)中通过与癌细胞的相互作用,在癌症进展的各个阶段既可以促进也可以抑制肿瘤生长。在本研究中,我们开发并分析了数学模型,以研究自然杀伤细胞(NK细胞)的作用以及N1和N2 TAN表型之间的动态转变如何通过关键信号网络杀死癌细胞,以及如何联合使用放射辅助治疗来提高抗肿瘤疗效。我们研究了N1/N2 TANs、NK细胞和肿瘤细胞之间复杂的免疫-肿瘤动态关系,它们通过关键的细胞外介质(转化生长因子(TGF-β)、干扰素γ(IFN-γ))以及凋亡信号网络中的细胞内调节进行通讯。我们制定了几种根除肿瘤的肿瘤预防策略,包括联合(IFN-γ、外源性NK、TGF-β抑制剂)治疗以及在复杂TME中进行最佳控制的电离辐射。利用该模型,我们研究了TME中辐射诱导变化的基本机制以及内部和外部免疫组成对肿瘤细胞命运的影响及其对不同治疗方案的反应。