A two-phase thin-film model for cell-induced gel contraction incorporating osmotic effects

IF 2.2 4区 数学 Q2 BIOLOGY Journal of Mathematical Biology Pub Date : 2024-04-12 DOI:10.1007/s00285-024-02072-1
J. R. Reoch, Y. M. Stokes, J. E. F. Green
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Abstract

We present a mathematical model of an experiment in which cells are cultured within a gel, which in turn floats freely within a liquid nutrient medium. Traction forces exerted by the cells on the gel cause it to contract over time, giving a measure of the strength of these forces. Building upon our previous work (Reoch et al. in J Math Biol 84(5):31, 2022), we exploit the fact that the gels used frequently have a thin geometry to obtain a reduced model for the behaviour of a thin, two-dimensional cell-seeded gel. We find that steady-state solutions of the reduced model require the cell density and volume fraction of polymer in the gel to be spatially uniform, while the gel height may vary spatially. If we further assume that all three of these variables are initially spatially uniform, this continues for all time and the thin film model can be further reduced to solving a single, non-linear ODE for gel height as a function of time. The thin film model is further investigated for both spatially-uniform and varying initial conditions, using a combination of analytical techniques and numerical simulations. We show that a number of qualitatively different behaviours are possible, depending on the composition of the gel (i.e., the chemical potentials) and the strength of the cell traction forces. However, unlike in the earlier one-dimensional model, we do not observe cases where the gel oscillates between swelling and contraction. For the case of initially uniform cell and gel density, our model predicts that the relative change in the gels’ height and length are equal, which justifies an assumption previously used in the work of Stevenson et al. (Biophys J 99(1):19–28, 2010). Conversely, however, even for non-uniform initial conditions, we do not observe cases where the length of the gel changes whilst its height remains constant, which have been reported in another model of osmotic swelling by Trinschek et al. (AIMS Mater Sci 3(3):1138–1159, 2016; Phys Rev Lett 119:078003, 2017).

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包含渗透效应的细胞诱导凝胶收缩两相薄膜模型
我们提出了一个实验的数学模型,在这个实验中,细胞在凝胶中培养,而凝胶又在液体营养培养基中自由漂浮。细胞对凝胶施加的牵引力会使凝胶随时间收缩,从而得出这些力的强度。基于我们之前的工作(Reoch 等人,发表于《数学生物学杂志》84(5):31, 2022 年),我们利用经常使用的凝胶具有较薄的几何形状这一事实,获得了二维薄细胞种子凝胶行为的简化模型。我们发现,简化模型的稳态解要求凝胶中的细胞密度和聚合物体积分数在空间上均匀一致,而凝胶高度则可能在空间上变化。如果我们进一步假设这三个变量最初在空间上都是均匀的,那么这种情况就会一直持续下去,薄膜模型就可以进一步简化为求解凝胶高度随时间变化的单一非线性 ODE。我们结合分析技术和数值模拟,进一步研究了空间均匀和变化初始条件下的薄膜模型。我们发现,根据凝胶的成分(即化学势)和细胞牵引力的强弱,可能会出现一些本质上不同的行为。然而,与之前的一维模型不同,我们没有观察到凝胶在膨胀和收缩之间摆动的情况。对于细胞和凝胶密度最初一致的情况,我们的模型预测凝胶高度和长度的相对变化相等,这证明了之前 Stevenson 等人的研究(Biophys J 99(1):19-28, 2010)中使用的假设是正确的。然而相反,即使初始条件不均匀,我们也没有观察到凝胶长度变化而高度不变的情况,Trinschek 等人在另一个渗透溶胀模型中报道了这种情况(AIMS Mater Sci 3(3):1138-1159, 2016; Phys Rev Lett 119:078003, 2017)。
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来源期刊
CiteScore
3.30
自引率
5.30%
发文量
120
审稿时长
6 months
期刊介绍: The Journal of Mathematical Biology focuses on mathematical biology - work that uses mathematical approaches to gain biological understanding or explain biological phenomena. Areas of biology covered include, but are not restricted to, cell biology, physiology, development, neurobiology, genetics and population genetics, population biology, ecology, behavioural biology, evolution, epidemiology, immunology, molecular biology, biofluids, DNA and protein structure and function. All mathematical approaches including computational and visualization approaches are appropriate.
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