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在基于3D模型的纤维化中,纤维化细胞外基质优先诱导部分上皮-间质转化表型。

Fibrotic extracellular matrix preferentially induces a partial Epithelial-Mesenchymal Transition phenotype in a 3-D agent based model of fibrosis.

作者信息

Kim Kristin P, Lemmon Christopher A

机构信息

Department of Biomedical Engineering, Virginia Commonwealth University, 410 West Main St., Richmond, VA, 23284, USA.

出版信息

Math Biosci. 2025 Mar;381:109375. doi: 10.1016/j.mbs.2025.109375. Epub 2025 Jan 18.

Abstract

One of the main drivers of fibrotic diseases is epithelial-mesenchymal transition (EMT): a transdifferentiation process in which cells undergo a phenotypic change from an epithelial state to a pro-migratory state. The cytokine transforming growth factor-β1 (TGF-β1) has been previously shown to regulate EMT. TGF-β1 binds to fibronectin (FN) fibrils, which are the primary extracellular matrix (ECM) component in renal fibrosis. We have previously demonstrated experimentally that inhibition of FN fibrillogenesis and/or TGF-β1 tethering to FN inhibits EMT. However, these studies have only been conducted on 2-D cell monolayers, and the role of TGF-β1-FN tethering in 3-D cellular environments is not clear. As such, we sought to develop a 3-D computational model of epithelial spheroids that captured both EMT signaling dynamics and TGF-β1-FN tethering dynamics. We have incorporated the bi-stable EMT switch model developed by Tian et al. (2013) into a 3-D multicellular model to capture both temporal and spatial TGF-β1 signaling dynamics. We showed that the addition of increasing concentrations of exogeneous TGF-β1 led to faster EMT progression, indicated by increased expression of mesenchymal markers, decreased cell proliferation and increased migration. We then incorporated TGF-β1-FN fibril tethering by locally reducing the TGF-β1 diffusion coefficient as a function of EMT to simulate the reduced movement of TGF-β1 when tethered to FN fibrils during fibrosis. We showed that incorporation of TGF-β1 tethering to FN fibrils promoted a partial EMT state, independent of exogenous TGF-β1 concentration, indicating a mechanism by which fibrotic ECM can promote a partial EMT state.

摘要

纤维化疾病的主要驱动因素之一是上皮-间质转化(EMT):这是一个转分化过程,细胞在此过程中经历从上皮状态到促迁移状态的表型变化。细胞因子转化生长因子-β1(TGF-β1)先前已被证明可调节EMT。TGF-β1与纤连蛋白(FN)原纤维结合,纤连蛋白是肾纤维化中主要的细胞外基质(ECM)成分。我们之前通过实验证明,抑制FN原纤维形成和/或TGF-β1与FN的结合可抑制EMT。然而,这些研究仅在二维细胞单层上进行,TGF-β1-FN结合在三维细胞环境中的作用尚不清楚。因此,我们试图开发一种上皮球体的三维计算模型,该模型既能捕捉EMT信号动力学,又能捕捉TGF-β1-FN结合动力学。我们将Tian等人(2013年)开发的双稳态EMT开关模型纳入三维多细胞模型,以捕捉TGF-β1信号的时空动力学。我们发现,添加浓度不断增加的外源性TGF-β1会导致EMT进展加快,表现为间充质标志物表达增加、细胞增殖减少和迁移增加。然后,我们通过根据EMT局部降低TGF-β1扩散系数来纳入TGF-β1-FN原纤维结合,以模拟纤维化过程中TGF-β1与FN原纤维结合时其运动的减少。我们发现,将TGF-β1与FN原纤维结合纳入模型可促进部分EMT状态,且与外源性TGF-β1浓度无关,这表明纤维化ECM促进部分EMT状态的一种机制。

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