模拟表型异质性对细胞迁移的影响:从基于个体的原则衍生的连续框架
Rebecca M Crossley1, Philip K Maini2, Ruth E Baker2
1Mathematical Institute, University of Oxford, Woodstock Road, Oxford, OX2 6GG, United Kingdom. crossley@maths.ox.ac.uk.
Bulletin of mathematical biology
|August 8, 2025
概括
本研究引入了一个数学框架来建模集体细胞迁移,考虑多种细胞表型. 该模型简化了复杂的细胞动态,以便更好地分析入侵和治疗策略.
科学领域:
- 数学生物学 数学生物学
- 细胞生物学 细胞生物学
- 生物物理学的生物物理.
背景情况:
- 集体细胞迁移对于瘤生长,伤口愈合和免疫反应至关重要.
- 迁移的细胞群通常表现出多样化的表型,使建模复杂化.
- 了解表型异质性是解决涉及细胞迁移的疾病的关键.
研究的目的:
- 开发一个一般的数学框架来建模具有表型异质性的集体细胞迁移.
- 为大量的表型提供基于个人模型的计算效率高的替代方案.
- 在各种生物环境中分析表型变异对细胞入侵动态的影响.
主要方法:
- 将一个以个人为基础的模型粗制成一个连续性的宏观模型.
- 代表细胞表现型作为连续变量.
- 将框架应用于模型范围扩展,细胞外矩阵入侵和T细胞枯竭.
主要成果:
- 一般化框架有效地捕捉了细胞表型对迁移动态的影响.
- 表型结构显著影响细胞群的空间和时间动态.
- 环境压力和表型转变被证明对迁移模式产生重大影响.
结论:
- 开发的框架是研究集体细胞迁移中的表型异质性的通用工具.
- 这种方法为探索复杂的生物场景提供了计算优势.
- 这些发现在优化细胞迁移为特征的疾病的治疗策略方面具有潜在的应用.
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