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二维和三维培养的乳腺癌细胞中干细胞和上皮-间质转化标志物表达的可塑性取决于细胞生长的空间参数;与细胞外基质硬度相关的细胞培养中机械应力的数学建模。

Plasticity of Expression of Stem Cell and EMT Markers in Breast Cancer Cells in 2D and 3D Culture Depend on the Spatial Parameters of Cell Growth; Mathematical Modeling of Mechanical Stress in Cell Culture in Relation to ECM Stiffness.

作者信息

Szostakowska-Rodzoś Małgorzata, Chmielarczyk Mateusz, Zacharska Weronika, Fabisiewicz Anna, Kurzyk Agata, Myśliwy Izabella, Kozaryna Zofia, Postek Eligiusz, Grzybowska Ewa A

机构信息

Molecular and Translational Oncology Department, Maria Sklodowska-Curie National Research Institute of Oncology, Roentgena 5, 02-781 Warsaw, Poland.

Institute of Fundamental Technological Research, Polish Academy of Sciences, Pawińskiego St. 5B, 02-106 Warsaw, Poland.

出版信息

Bioengineering (Basel). 2025 Feb 4;12(2):147. doi: 10.3390/bioengineering12020147.

Abstract

The majority of the current cancer research is based on two-dimensional cell cultures and animal models. These methods have limitations, including different expressions of key factors involved in carcinogenesis and metastasis, depending on culture conditions. Addressing these differences is crucial in obtaining physiologically relevant models. In this manuscript we analyzed the plasticity of the expression of stem cell and epithelial/mesenchymal markers in breast cancer cells, depending on culture conditions. Significant differences in marker expression were observed in different growth models not only between 2D and 3D conditions but also between two different 3D models. Differences observed in the levels of adherent junction protein E-cadherin in two different 3D models suggest that spatial parameters of cell growth and physical stress in the culture may affect the expression of junction proteins. To provide an explanation of this phenomenon on the grounds of mechanobiology, these parameters were analyzed using a mathematical model of the 3D bioprinted cell culture. The finite element mechanical model generated in this study includes an extracellular matrix and a group of regularly placed cells. The single-cell model comprises an idealized cytoskeleton, cortex, cytoplasm, and nucleus. The analysis of the model revealed that the stress generated by external pressure is transferred between the cells, generating specific stress fields, depending on growth conditions. We have analyzed and compared stress fields in two different growth conditions, each corresponding to a different elasticity of extracellular matrix. We have demonstrated that soft matrix conditions produce more stress than a stiff matrix in the single cell as well as in cellular spheroids. The observed differences can explain the plasticity of E-cadherin expression in response to mechanical stress. These results should contribute to a better understanding of the differences between various growth models.

摘要

当前大多数癌症研究是基于二维细胞培养和动物模型。这些方法存在局限性,包括致癌作用和转移过程中关键因子的表达因培养条件而异。解决这些差异对于获得生理相关模型至关重要。在本论文中,我们分析了乳腺癌细胞中干细胞和上皮/间充质标志物表达的可塑性,这取决于培养条件。不仅在二维和三维条件之间,而且在两种不同的三维模型之间,在不同生长模型中均观察到标志物表达的显著差异。在两种不同的三维模型中观察到的黏附连接蛋白E-钙黏蛋白水平的差异表明,细胞生长的空间参数和培养中的物理应力可能会影响连接蛋白的表达。为了从力学生物学角度解释这一现象,我们使用三维生物打印细胞培养的数学模型对这些参数进行了分析。本研究中生成的有限元力学模型包括细胞外基质和一组规则排列的细胞。单细胞模型包括理想化的细胞骨架、皮质、细胞质和细胞核。模型分析表明,外部压力产生的应力在细胞之间传递,根据生长条件产生特定的应力场。我们分析并比较了两种不同生长条件下的应力场,每种条件对应于不同弹性的细胞外基质。我们已经证明,在单细胞以及细胞球状体中,软基质条件比硬基质产生更多的应力。观察到的差异可以解释E-钙黏蛋白表达对机械应力的可塑性。这些结果应有助于更好地理解各种生长模型之间的差异。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c29c/11852359/08945bf97a82/bioengineering-12-00147-g001.jpg

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