Modeling and simulation of the "IL-36 cytokine" and CAR-T cells interplay in cancer onset

K. Al-Utaibi, Alessandro Nutini, A. Sohail, Robia Arif, Sümeyye Tunç, S. M. Sait
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Abstract

Background: CAR-T cells are chimeric antigen receptor (CAR)-T cells; they are target-specific engineered cells on tumor cells and produce T cell-mediated antitumor responses. CAR-T cell therapy is the “first-line” therapy in immunotherapy for the treatment of highly clonal neoplasms such as lymphoma and leukemia. This adoptive therapy is currently being studied and tested even in the case of solid tumors such as osteosarcoma since, precisely for this type of tumor, the use of immune checkpoint inhibitors remained disappointing. Although CAR-T is a promising therapeutic technique, there are therapeutic limits linked to the persistence of these cells and to the tumor’s immune escape. CAR-T cell engineering techniques are allowed to express interleukin IL-36, and seem to be much more efficient in antitumoral action. IL-36 is involved in the long-term antitumor action, allowing CAR-T cells to be more efficient in their antitumor action due to a “cross-talk” action between the “IL-36/dendritic cells” axis and the adaptive immunity. Methods: This analysis makes the model useful for evaluating cell dynamics in the case of tumor relapses or specific understanding of the action of CAR-T cells in certain types of tumor. The model proposed here seeks to quantify the action and interaction between the three fundamental elements of this antitumor activity induced by this type of adoptive immunotherapy: IL-36, “armored” CAR-T cells (i.e., engineered to produce IL-36) and the tumor cell population, focusing exclusively on the action of this interleukin and on the antitumor consequences of the so modified CAR-T cells. Mathematical model was developed and numerical simulations were carried out during this research. The development of the model with stability analysis by conditions of Routh–Hurwitz shows how IL-36 makes CAR-T cells more efficient and persistent over time and more effective in the antitumoral treatment, making therapy more effective against the “solid tumor”. Findings: Primary malignant bone tumors are quite rare (about 3% of all tumors) and the vast majority consist of osteosarcomas and Ewing’s sarcoma and, approximately, the 20% of patients undergo metastasis situations that is the most likely cause of death. Interpretation: In bone tumor like osteosarcoma, there is a variation of the cellular mechanical characteristics that can influence the efficacy of chemotherapy and increase the metastatic capacity; an approach related to adoptive immunotherapy with CAR-T cells may be a possible solution because this type of therapy is not influenced by the biomechanics of cancer cells which show peculiar characteristics.
模拟和模拟“IL-36细胞因子”和CAR-T细胞在癌症发病中的相互作用
背景:CAR-T细胞是嵌合抗原受体(CAR)-T细胞;它们是肿瘤细胞上的靶向特异性工程细胞,并产生T细胞介导的抗肿瘤反应。CAR-T细胞疗法是免疫疗法治疗淋巴瘤和白血病等高度克隆性肿瘤的“一线”疗法。这种过继疗法目前正在研究和测试,甚至在实体肿瘤如骨肉瘤的情况下,因为正是对于这类肿瘤,免疫检查点抑制剂的使用仍然令人失望。尽管CAR-T是一种很有前途的治疗技术,但这些细胞的持久性和肿瘤的免疫逃逸都存在治疗限制。CAR-T细胞工程技术被允许表达白细胞介素IL-36,并且似乎在抗肿瘤作用中更有效。IL-36参与了长期的抗肿瘤作用,由于“IL-36/树突状细胞”轴与适应性免疫之间的“串话”作用,使得CAR-T细胞的抗肿瘤作用更有效。方法:这一分析使得该模型有助于在肿瘤复发的情况下评估细胞动力学或具体了解CAR-T细胞在某些类型肿瘤中的作用。本文提出的模型旨在量化这种过继免疫疗法诱导的抗肿瘤活性的三个基本要素之间的作用和相互作用:IL-36,“装甲”CAR-T细胞(即,设计以产生IL-36)和肿瘤细胞群,专注于这种白细胞介素的作用和如此修饰的CAR-T细胞的抗肿瘤后果。在研究过程中建立了数学模型并进行了数值模拟。通过Routh-Hurwitz条件下的稳定性分析,该模型的发展显示了IL-36如何使CAR-T细胞随着时间的推移更有效和持久,在抗肿瘤治疗中更有效,使治疗对“实体瘤”更有效。结果:原发性恶性骨肿瘤非常罕见(约占所有肿瘤的3%),绝大多数由骨肉瘤和尤文氏肉瘤组成,大约20%的患者发生转移,这是最可能导致死亡的原因。解释:在骨肿瘤如骨肉瘤中,存在细胞力学特性的变化,可影响化疗的疗效并增加转移能力;一种与CAR-T细胞过继免疫治疗相关的方法可能是一种解决方案,因为这种类型的治疗不受癌细胞生物力学的影响,而癌细胞表现出特殊的特征。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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