Sergio Serrano, Roberto Barrio, Álvaro Martínez-Rubio, Juan Belmonte-Beitia, Víctor M Pérez-García
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引用次数: 0
摘要
嵌合抗原受体 T(CAR T)细胞疗法已被证明能成功治疗多种白血病和淋巴瘤。本文对描述 CAR T、白血病、肿瘤和 B 细胞竞争的数学模型进行了分析和数值研究。考虑到 B 细胞对维持抗 CD19 CAR T 细胞刺激的重要性,模型中加入了 B 细胞源项。通过稳定性和分岔分析,揭示了肿瘤根除的潜力取决于 B 细胞的持续流入,并在关键的 B 细胞输入处出现了跨临界分岔。此外,在平衡点之间还发现了一个几乎异质的循环,为理解疾病复发提供了理论基础。通过分析该系统的振荡行为,可以近似得出 CAR T 细胞和白血病细胞随时间变化的动态,从而揭示初始肿瘤负荷对治疗效果的影响。总之,这项研究为急性淋巴细胞白血病的 CAR T 细胞疗法动力学提供了见解,为临床观察提供了理论基础,并为未来的免疫疗法建模研究提供了途径。
Understanding the role of B cells in CAR T-cell therapy in leukemia through a mathematical model.
Chimeric antigen receptor T (CAR T) cell therapy has been proven to be successful against a variety of leukemias and lymphomas. This paper undertakes an analytical and numerical study of a mathematical model describing the competition of CAR T, leukemia, tumor, and B cells. Considering its significance in sustaining anti-CD19 CAR T-cell stimulation, a B-cell source term is integrated into the model. Through stability and bifurcation analyses, the potential for tumor eradication, contingent on the continuous influx of B cells, has been revealed, showing a transcritical bifurcation at a critical B-cell input. Additionally, an almost heteroclinic cycle between equilibrium points is identified, providing a theoretical basis for understanding disease relapse. Analyzing the oscillatory behavior of the system, the time-dependent dynamics of CAR T cells and leukemic cells can be approximated, shedding light on the impact of initial tumor burden on therapeutic outcomes. In conclusion, the study provides insights into CAR T-cell therapy dynamics for acute lymphoblastic leukemias, offering a theoretical foundation for clinical observations and suggesting avenues for future immunotherapy modeling research.