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具有化疗的肿瘤 - 免疫系统的分岔研究

Bifurcation study of a tumor-immune system with chemotherapy.

作者信息

Ajbar Abdelhamid, Alqahtani Rubayyi T, Alhumaizi Khalid

机构信息

Department of Chemical Engineering Department, College of Engineering, King Saud University, Riyadh, Saudi Arabia.

Department of Mathematics and Statistics, College of Science, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh, Saudi Arabia.

出版信息

PLoS One. 2025 Jul 3;20(7):e0327304. doi: 10.1371/journal.pone.0327304. eCollection 2025.

Abstract

Understanding the dynamics of cancer cell growth, the interplay between tumor and immune cells, and the efficacy of chemotherapy are pivotal areas of focus in cancer research. In this regard, mathematical modeling can provide significant insights. This study re-examines a classical two-dimensional model of tumor-immune cell interactions where the tumor's growth rate is assumed to adhere to von Bertalanffy's model instead of the logistic model. We investigate the model both without chemotherapy and with treatment. The equilibrium points are identified, classified, and their stability analyzed. Our results reveal that the model can demonstrate a broad spectrum of behaviors, including bi-stability and multi-stability as well as regions of stable periodic behavior. We establish analytical conditions for the existence of Hopf points. Furthermore, we assess the impact of model parameters on the various behavior predicted by the model. This mathematical investigation can provide general guidance on treatment strategies.

摘要

了解癌细胞生长的动态过程、肿瘤细胞与免疫细胞之间的相互作用以及化疗的疗效是癌症研究的关键重点领域。在这方面,数学建模可以提供重要的见解。本研究重新审视了一个经典的肿瘤 - 免疫细胞相互作用二维模型,其中假设肿瘤的生长速率遵循冯·贝塔朗菲模型而非逻辑斯蒂模型。我们对该模型在无化疗和有治疗的情况下都进行了研究。确定了平衡点,对其进行了分类,并分析了它们的稳定性。我们的结果表明,该模型可以展示出广泛的行为,包括双稳态和多稳态以及稳定周期行为区域。我们建立了霍普夫点存在的分析条件。此外,我们评估了模型参数对模型预测的各种行为的影响。这项数学研究可为治疗策略提供一般性指导。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fc84/12225868/abe767dad460/pone.0327304.g001.jpg

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