Cell-Extracellular Matrix Feedback Results in Spontaneous Cell Polarization and Heterogeneous Remodeling in 3D Isotropic and Aligned Discrete-Fiber Models of Cell-Mediated Remodeling.

IF 3.5 4区 医学 Q3 BIOPHYSICS
Cellular and molecular bioengineering Pub Date : 2026-06-20 eCollection Date: 2026-06-01 DOI:10.1007/s12195-026-00922-0
Adam W Y Ley, Lauren M Bersie-Larson, Sabin Adhikari, Paolo P Provenzano, Kevin D Dorfman, Victor H Barocas
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引用次数: 0

Abstract

Purpose: The extracellular matrix (ECM) is a dynamic fiber environment containing structural information that significantly impacts cell behavior. Recent experimental work has demonstrated that cells also have significant capacity to remodel their microenvironment, often resulting in ECM heterogeneity. We present an open-source molecular dynamics platform that simulates cell-mediated remodeling wherein cells plasticly remodel their microenvironment and respond to induced structural heterogeneity over multiple retraction cycles.

Methods: The model applies a coarse-grained discrete fiber approach to cell-mediated remodeling. The ECM, represented by a bead-spring polymer, allows proximity-mediated fiber-fiber interactions, representing fiber crosslinking and entanglement. A simulated cell interprets the heterogeneity of its local microenvironment with variable sensitivity and exhibits anisotropic behavior informed by its microenvironment. The cells generate tractors, representing pseudopods, that bind to the ECM and retract towards the cell surface, causing ECM displacement. The cell detaches from the ECM by deleting tractors and allowing the ECM to relax before re-interpreting its surroundings and repeating this process. Metrics of ECM remodeling (fiber densification, orientation, bond strain) and cell morphology were recorded throughout the simulation. The model was extended to a cell remodeling fiber networks with different levels of pre-existing alignment.

Results: The addition of plasticity in the model enables measurable remodeling: increasing fiber density close to the cell, reorienting fibers radially, and increasing residual fiber bond strain over time. These patterns of remodeling were consistent with previously published experimental results. In initially unaligned fiber networks, cell remodeling resulted in ECM heterogeneity that depended on distance from the cell surface and alignment with the cell's primary axis. In aligned networks, pre-alignment and sensitivity synergized to increase the heterogeneity of the remodeled networks at further distances from the cell surface.

Conclusions: These findings suggest that cell-ECM feedback mechanisms contribute to heterogeneous remodeling patterns and illustrate that pre-existing alignment impacts remodeling patterns far from the cell. Further, the model presented herein provides a novel modular platform for further investigations into cell-ECM sensing and ECM remodeling heterogeneity.

Supplementary information: The online version contains supplementary material available at 10.1007/s12195-026-00922-0.

细胞-细胞外基质反馈导致细胞自发极化和非均匀重构在三维各向同性和排列离散纤维模型细胞介导的重构。
目的:细胞外基质(ECM)是一个动态的纤维环境,它包含着显著影响细胞行为的结构信息。最近的实验工作表明,细胞也具有重塑其微环境的显著能力,通常导致ECM异质性。我们提出了一个开源的分子动力学平台,模拟细胞介导的重塑,其中细胞可塑性地重塑其微环境,并在多个缩回周期中响应诱导的结构异质性。方法:该模型采用粗粒度离散纤维方法进行细胞介导的重塑。ECM以珠状弹簧聚合物为代表,允许近距离介导的光纤相互作用,代表光纤交联和纠缠。模拟细胞以可变灵敏度解释其局部微环境的异质性,并表现出受微环境影响的各向异性行为。细胞产生牵引器,代表假足,与ECM结合并向细胞表面缩回,导致ECM位移。细胞通过删除牵引器与ECM分离,并允许ECM放松,然后重新解释周围环境并重复这一过程。在整个模拟过程中记录了ECM重塑(纤维致密化、取向、键应变)和细胞形态的指标。将该模型扩展到具有不同预先存在排列水平的细胞重构纤维网络。结果:在模型中添加可塑性可以实现可测量的重塑:随着时间的推移,增加靠近细胞的纤维密度,径向重新定向纤维,增加残余纤维结合应变。这些重塑模式与先前发表的实验结果一致。在最初未排列的纤维网络中,细胞重塑导致ECM异质性,这取决于与细胞表面的距离和与细胞主轴的对齐。在对齐网络中,预对齐和灵敏度协同作用,增加了距离细胞表面更远的重构网络的异质性。结论:这些发现表明细胞- ecm反馈机制有助于异质重塑模式,并说明预先存在的排列影响远离细胞的重塑模式。此外,本文提出的模型为进一步研究细胞-ECM传感和ECM重塑异质性提供了一个新的模块化平台。补充信息:在线版本包含补充资料,提供地址为10.1007/s12195-026-00922-0。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
5.60
自引率
3.60%
发文量
30
审稿时长
>12 weeks
期刊介绍: The field of cellular and molecular bioengineering seeks to understand, so that we may ultimately control, the mechanical, chemical, and electrical processes of the cell. A key challenge in improving human health is to understand how cellular behavior arises from molecular-level interactions. CMBE, an official journal of the Biomedical Engineering Society, publishes original research and review papers in the following seven general areas: Molecular: DNA-protein/RNA-protein interactions, protein folding and function, protein-protein and receptor-ligand interactions, lipids, polysaccharides, molecular motors, and the biophysics of macromolecules that function as therapeutics or engineered matrices, for example. Cellular: Studies of how cells sense physicochemical events surrounding and within cells, and how cells transduce these events into biological responses. Specific cell processes of interest include cell growth, differentiation, migration, signal transduction, protein secretion and transport, gene expression and regulation, and cell-matrix interactions. Mechanobiology: The mechanical properties of cells and biomolecules, cellular/molecular force generation and adhesion, the response of cells to their mechanical microenvironment, and mechanotransduction in response to various physical forces such as fluid shear stress. Nanomedicine: The engineering of nanoparticles for advanced drug delivery and molecular imaging applications, with particular focus on the interaction of such particles with living cells. Also, the application of nanostructured materials to control the behavior of cells and biomolecules.
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