模拟去分化对结直肠癌生长和化学免疫治疗反应的影响。

IF 2.2 4区 数学 Q2 BIOLOGY
Yuman Wang, Mengfan Tan, Da Zhou
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引用次数: 0

摘要

肿瘤细胞异质性对结直肠癌的治疗提出了重大挑战,而去分化是这种异质性产生和维持的关键因素。去分化一定会促进结直肠癌的生长吗?它在治疗反应中的调节机制是什么?这些关键问题仍然没有得到充分的理解。为了研究这个问题,我们建立了一个癌细胞种群动力学模型。我们的研究结果表明,去分化以复杂多样的模式影响癌症的生长。具体来说,去分化可以促进或阻碍肿瘤的生长,其结果取决于不同类型肿瘤细胞的去分化概率和生长速率。随后,我们考虑去分化对各种治疗策略的影响。化疗,同时促进细胞死亡和诱导去分化,表现出不同的疗效,可能导致肿瘤缩小或生长。相比之下,化疗与高强度免疫治疗联合可显著提高治疗效果,实现更稳定的肿瘤控制。这些发现强调了将去分化动力学纳入结直肠癌生长模型和治疗设计的重要性,强调了联合治疗在克服单一治疗局限性方面的优势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modeling the Impact of Dedifferentiation on Colorectal Cancer Growth and Chemo-Immunotherapy Response.

Tumor cell heterogeneity poses a significant challenge in the treatment of colorectal cancer, with dedifferentiation being a key factor in the emergence and maintenance of such heterogeneity. Does dedifferentiation necessarily promote colorectal cancer growth? What are its regulatory mechanisms in treatment response? These critical questions remain insufficiently understood. To investigate this issue, we develop a cancer cell population dynamics model. Our findings reveal that dedifferentiation impacts cancer growth in complex and varied patterns. Specifically, dedifferentiation can either facilitate or hinder cancer growth, with the outcomes depending on the dedifferentiation probability and the growth rates of different types of tumor cells. Subsequently, we consider the implications of dedifferentiation for various treatment strategies. Chemotherapy, which simultaneously promotes cell death and induces dedifferentiation, shows variable efficacy, potentially leading to tumor shrinkage or growth. In contrast, the combination of chemotherapy and high-intensity immunotherapy significantly enhances therapeutic outcomes, achieving more stable tumor control. These findings underscore the importance of incorporating dedifferentiation dynamics into colorectal cancer growth models and treatment designs, highlighting the advantages of combination therapy in overcoming the limitations of monotherapy.

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来源期刊
CiteScore
3.90
自引率
8.60%
发文量
123
审稿时长
7.5 months
期刊介绍: The Bulletin of Mathematical Biology, the official journal of the Society for Mathematical Biology, disseminates original research findings and other information relevant to the interface of biology and the mathematical sciences. Contributions should have relevance to both fields. In order to accommodate the broad scope of new developments, the journal accepts a variety of contributions, including: Original research articles focused on new biological insights gained with the help of tools from the mathematical sciences or new mathematical tools and methods with demonstrated applicability to biological investigations Research in mathematical biology education Reviews Commentaries Perspectives, and contributions that discuss issues important to the profession All contributions are peer-reviewed.
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