Paquin Dana, Gross Lizzy, Stewart Avery, Thai Giovani
Department of Mathematics, California Polytechnic State University, 1 Grand Ave, San Luis Obispo, CA 93407, USA.
Math Biosci Eng. 2025 May 15;22(6):1551-1571. doi: 10.3934/mbe.2025057.
Chronic myelogenous leukemia (CML) is a cancer of the white blood cells that results from uncontrolled growth of myeloid cells in the bone marrow and the accumulation of these cells in the blood. The most common form of treatment for CML is imatinib, a tyrosine kinase inhibitor. Although imatinib is an effective treatment for CML and most patients treated with imatinib do attain some form of remission, imatinib does not completely eradicate all leukemia cells, and if treatment is stopped, all patients eventually relapse. Kim et al. constructed a system of delay differential equations to mathematically model the dynamics of anti-leukemia T-cell responses to CML during imatinib treatment, and demonstrated the usefulness of the mathematical model for studying novel treatment regimes to enhance imatinib therapy. Paquin et al. demonstrated numerically using this DDE model that strategic treatment interruptions (STIs) may have the potential to completely eradicate CML in certain cases. We conducted a comprehensive numerical study of the model parameters to identify the mathematical and numerical significance of the individual parameter values on the efficacy of imatinib treatment of CML. In particular, we analyzed the effects of the numerical values of the model parameters on the behavior of the system, revealing critical threshold values that impact the ability of imatinib treatment to achieve remission and/or elimination. We also showed that STIs provide improvements to these critical values, categorizing this change as it relates to parameters inherent to either CML growth or immune response.
慢性粒细胞白血病(CML)是一种白细胞癌症,它源于骨髓中髓系细胞的不受控制生长以及这些细胞在血液中的积累。CML最常见的治疗形式是伊马替尼,一种酪氨酸激酶抑制剂。尽管伊马替尼是CML的有效治疗方法,并且大多数接受伊马替尼治疗的患者确实能达到某种形式的缓解,但伊马替尼并不能完全根除所有白血病细胞,而且如果停止治疗,所有患者最终都会复发。Kim等人构建了一个延迟微分方程系统,以数学方式模拟伊马替尼治疗期间抗白血病T细胞对CML反应的动态变化,并证明了该数学模型在研究增强伊马替尼治疗效果的新治疗方案方面的有用性。Paquin等人使用这个DDE模型通过数值模拟证明,在某些情况下,策略性治疗中断(STIs)可能有潜力完全根除CML。我们对模型参数进行了全面的数值研究,以确定各个参数值对伊马替尼治疗CML疗效的数学和数值意义。特别是,我们分析了模型参数数值对系统行为的影响,揭示了影响伊马替尼治疗实现缓解和/或消除能力的临界阈值。我们还表明,策略性治疗中断改善了这些临界值,并将这种变化按照与CML生长或免疫反应固有参数的关系进行了分类。