免疫细胞-细胞结合动力学的整合改变了免疫控制癌症的时间尺度
Qianci Yang1, Arne Traulsen2, Philipp M Altrock2
1Department of Theoretical Biology, Max Planck Institute for Evolutionary Biology, August-Thienemann-Strasse 2, 24306, Ploen, Germany. qyang@evolbio.mpg.de.
Bulletin of mathematical biology
|January 3, 2025
概括
建模癌症与免疫相互作用需要明确包括细胞结合动力学. 这种方法影响瘤的灭绝,控制和进展,改善了我们对癌症免疫监测和免疫治疗有效性的理解.
科学领域:
- 免疫学 免疫学 免疫学
- 数学生物学 数学生物学
- 计算瘤学计算瘤学
背景情况:
- 人类的免疫系统可以消除癌细胞,但癌症往往逃避免疫监测.
- 生态捕食者-猎物模型可以模拟癌症-免疫力学,包括T细胞相互作用.
- 在这些动态中,瘤细胞效应因子T细胞结合体的显式建模的作用尚未完全理解.
研究的目的:
- 分析明确建模癌症效应T细胞系统中的合区的影响.
- 研究结合力学如何影响瘤免疫相互作用和整体系统稳定性.
- 为了比较决定性和随机模型,以了解细胞结合动态的作用.
主要方法:
- 为癌症效应细胞T细胞动态制定一个决定性的数学模型.
- 分析模型平衡 (瘤灭绝,共存,逃脱) 和它们的稳定性.
- 开发一种随机类比,以解释小细胞群体的人口波动.
主要成果:
- 显式建模结合区会改变长期稳定状态和达到平衡的时间.
- 结合动态的包含显著影响瘤逃逸的概率.
- 随机建模揭示了不同的灭绝时间分布,当结合动态被认为.
结论:
- 显式建模结合区对于准确捕捉瘤效应细胞T细胞相互作用至关重要.
- 对过渡性细胞相互作用区的计算提高了对瘤控制和进展动态的理解.
- 这种建模方法为癌症免疫治疗策略提供了关键的见解.
相关概念视频
Tumor Immunotherapy
472
Immunotherapy is a treatment that boosts or manipulates the immune system to fight diseases, including cancer. For instance, by stimulating an immune response through vaccinations against viruses that cause cancers, like hepatitis B virus and human papillomavirus, these diseases can be prevented. Nonetheless, some cancer cells can avoid the immune system due to their rapid mutation and division. The immune response to many cancers involves three phases: elimination, equilibrium, and escape.
472
Adaptive Mechanisms in Cancer Cells
5.7K
Cancer cells accumulate genetic changes at an abnormally rapid rate due to the defects in the DNA repair mechanisms. From an evolutionary perspective, such genetic instability is advantageous for cancer development. Mutant cell lines accumulate a series of beneficial mutations that contribute to their progression into cancer.
Some of the advantages that cancer cells have on normal cells include - enhanced ability to divide without terminally differentiating, induce new blood vessel formation,...
Some of the advantages that cancer cells have on normal cells include - enhanced ability to divide without terminally differentiating, induce new blood vessel formation,...
5.7K
Cytotoxic T Cells-mediated Immune Response
841
Cytotoxic T cells are a vital component of the immune system. They have the remarkable ability to identify and target antigens on infected or abnormal cells. These antigens often originate from intracellular pathogens such as viruses or abnormal proteins cancer cells produce.
Immunological surveillance is the ability of immune cells to monitor and eliminate infected cells with intracellular pathogens, neoplastically transformed cells, and cells with non-self antigens. Cytotoxic T cells and NK...
Immunological surveillance is the ability of immune cells to monitor and eliminate infected cells with intracellular pathogens, neoplastically transformed cells, and cells with non-self antigens. Cytotoxic T cells and NK...
841
Cancer Stem Cells and Tumor Maintenance
4.7K
Early diagnosis and treatment can often cure cancer. However, even with treatment, residual cells called cancer stem cells (CSC) might remain, often causing tumor recurrence. These cancer stem cells possess the potential for self-renewal and multi-lineage differentiation and are often responsible for the therapeutic resistance displayed in most cancers.
Cancer stem cells are thought to originate from tissue-specific normal stem cells or progenitor cells. The normal stem cells usually reside in...
Cancer stem cells are thought to originate from tissue-specific normal stem cells or progenitor cells. The normal stem cells usually reside in...
4.7K
T Cell Activation and Clonal Selection
651
T cells are integral to our adaptive immune system, recognizing and effectively responding to foreign antigens. T cell activation and clonal selection are pivotal in orchestrating this immune response. This article elucidates these mechanisms, detailing the roles of cluster of differentiation (CD) markers, major histocompatibility complex (MHC) molecules, costimulatory signals, and the process of clonal selection.
Naive T cells that have not yet encountered an antigen express two primary CD...
Naive T cells that have not yet encountered an antigen express two primary CD...
651
The Tumor Microenvironment
6.5K
Every normal cell or tissue is embedded in a complex local environment called stroma, consisting of different cell types, a basal membrane, and blood vessels. As normal cells mutate and develop into cancer cells, their local environment also changes to allow cancer progression. The tumor microenvironment (TME) consists of a complex cellular matrix of stromal cells and the developing tumor. The cross-talk between cancer cells and surrounding stromal cells is critical to disrupt normal tissue...
6.5K


