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三维结构环境中细胞形状的建模:与实验的定量比较。

Modelling cell shape in 3D structured environments: A quantitative comparison with experiments.

机构信息

Institute for Theoretical Physics, Heidelberg University, Heidelberg, Germany.

BioQuant, Heidelberg University, Heidelberg, Germany.

出版信息

PLoS Comput Biol. 2024 Apr 4;20(4):e1011412. doi: 10.1371/journal.pcbi.1011412. eCollection 2024 Apr.

Abstract

Cell shape plays a fundamental role in many biological processes, including adhesion, migration, division and development, but it is not clear which shape model best predicts three-dimensional cell shape in structured environments. Here, we compare different modelling approaches with experimental data. The shapes of single mesenchymal cells cultured in custom-made 3D scaffolds were compared by a Fourier method with surfaces that minimize area under the given adhesion and volume constraints. For the minimized surface model, we found marked differences to the experimentally observed cell shapes, which necessitated the use of more advanced shape models. We used different variants of the cellular Potts model, which effectively includes both surface and bulk contributions. The simulations revealed that the Hamiltonian with linear area energy outperformed the elastic area constraint in accurately modelling the 3D shapes of cells in structured environments. Explicit modelling the nucleus did not improve the accuracy of the simulated cell shapes. Overall, our work identifies effective methods for accurately modelling cellular shapes in complex environments.

摘要

细胞形状在许多生物学过程中起着根本作用,包括黏附、迁移、分裂和发育,但目前尚不清楚哪种形状模型最能预测结构环境中的三维细胞形状。在这里,我们将不同的建模方法与实验数据进行了比较。通过傅里叶方法和在给定黏附力和体积约束下最小化面积的曲面,比较了在定制的 3D 支架中培养的单个间充质细胞的形状。对于最小化面积模型,我们发现与实验观察到的细胞形状有明显差异,这需要使用更先进的形状模型。我们使用了细胞 Potts 模型的不同变体,该模型有效地包含了表面和体贡献。模拟结果表明,具有线性面积能量的哈密顿量在准确模拟结构环境中细胞的 3D 形状方面优于弹性面积约束。显式地对细胞核进行建模并不能提高模拟细胞形状的准确性。总的来说,我们的工作确定了在复杂环境中准确建模细胞形状的有效方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d774/11020930/74cb45e387e9/pcbi.1011412.g001.jpg

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