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一种基于多智能体的三维管腔形态发生模型:细胞外基质生物物理特性的作用。

A 3D multi-agent-based model for lumen morphogenesis: the role of the biophysical properties of the extracellular matrix.

作者信息

Camacho-Gómez Daniel, García-Aznar José Manuel, Gómez-Benito María José

机构信息

Department of Mechanical Engineering, Multiscale in Mechanical and Biological Engineering (M2BE), Aragon Institute of Engineering Research (I3A), University of Zaragoza, Zaragoza, Spain.

出版信息

Eng Comput. 2022;38(5):4135-4149. doi: 10.1007/s00366-022-01654-1. Epub 2022 May 6.

Abstract

UNLABELLED

The correct function of many organs depends on proper lumen morphogenesis, which requires the orchestration of both biological and mechanical aspects. However, how these factors coordinate is not yet fully understood. Here, we focus on the development of a mechanistic model for computationally simulating lumen morphogenesis. In particular, we consider the hydrostatic pressure generated by the cells' fluid secretion as the driving force and the density of the extracellular matrix as regulators of the process. For this purpose, we develop a 3D agent-based-model for lumen morphogenesis that includes cells' fluid secretion and the density of the extracellular matrix. Moreover, this computer-based model considers the variation in the biological behavior of cells in response to the mechanical forces that they sense. Then, we study the formation of the lumen under different-mechanical scenarios and conclude that an increase in the matrix density reduces the lumen volume and hinders lumen morphogenesis. Finally, we show that the model successfully predicts normal lumen morphogenesis when the matrix density is physiological and aberrant multilumen formation when the matrix density is excessive.

SUPPLEMENTARY INFORMATION

The online version contains supplementary material available at 10.1007/s00366-022-01654-1.

摘要

未标注

许多器官的正常功能取决于管腔的正确形态发生,这需要生物和机械方面的协同作用。然而,这些因素如何协调尚未完全了解。在这里,我们专注于开发一个用于计算模拟管腔形态发生的机械模型。具体而言,我们将细胞分泌液体产生的静水压力视为驱动力,并将细胞外基质的密度视为该过程的调节因子。为此,我们开发了一个基于代理的三维管腔形态发生模型,该模型包括细胞的液体分泌和细胞外基质的密度。此外,这个基于计算机的模型考虑了细胞对其所感知的机械力作出反应时生物行为的变化。然后,我们研究了在不同机械场景下管腔的形成,并得出结论:基质密度的增加会减小管腔体积并阻碍管腔形态发生。最后,我们表明该模型成功预测了基质密度为生理值时的正常管腔形态发生以及基质密度过高时的异常多管腔形成。

补充信息

在线版本包含可在10.1007/s00366-022-01654-1获取的补充材料。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0e76/9653332/239877df4cfe/366_2022_1654_Fig1_HTML.jpg

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