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肾脏器官发生过程中肾祖细胞运动和聚集的计算模型

Computational modelling of nephron progenitor cell movement and aggregation during kidney organogenesis.

作者信息

Tikka Pauli, Mercker Moritz, Skovorodkin Ilya, Saarela Ulla, Vainio Seppo, Ronkainen Veli-Pekka, Sluka James P, Glazier James A, Marciniak-Czochra Anna, Schaefer Franz

机构信息

Division of Pediatric Nephrology. Heidelberg University Center for Pediatrics and Adolescent Medicine, Heidelberg, Germany.

Institute of Applied Mathematics (IAM) and Interdisciplinary Center of Scientific Computing (IWR), Mathematikon, Heidelberg University, Germany.

出版信息

Math Biosci. 2022 Feb;344:108759. doi: 10.1016/j.mbs.2021.108759. Epub 2021 Dec 7.

Abstract

During early kidney organogenesis, nephron progenitor (NP) cells move from the tip to the corner region of the ureteric bud (UB) branches in order to form the pretubular aggregate, the early structure giving rise to nephron formation. NP cells derive from metanephric mesenchymal cells and physically interact with them during the movement. Chemotaxis and cell-cell adhesion differences are believed to drive the cell patterning during this critical period of organogenesis. However, the effect of these forces to the cell patterns and their respective movements are known in limited details. We applied a Cellular Potts Model to explore how these forces and organizations contribute to directed cell movement and aggregation. Model parameters were estimated based on fitting to experimental data obtained in ex vivo kidney explant and dissociation-reaggregation organoid culture studies. Our simulations indicated that optimal enrichment and aggregation of NP cells in the UB corner niche requires chemoattractant secretion from both the UB epithelial cells and the NP cells themselves, as well as differences in cell-cell adhesion energies. Furthermore, NP cells were observed, both experimentally and by modelling, to move at higher speed in the UB corner as compared to the tip region where they originated. The existence of different cell speed domains along the UB was confirmed using self-organizing map analysis. In summary, we saw faster NP cell movements near aggregation. The applicability of Cellular Potts Model approach to simulate cell movement and patterning was found to be good during for this early nephrogenesis process. Further refinement of the model should allow us to recapitulate the effects of developmental changes of cell phenotypes and molecular crosstalk during further organ development.

摘要

在早期肾脏器官发生过程中,肾单位祖细胞(NP)从输尿管芽(UB)分支的顶端迁移至角落区域,以形成前肾小管聚集物,这是产生肾单位形成的早期结构。NP细胞源自后肾间充质细胞,并在迁移过程中与它们发生物理相互作用。据信趋化性和细胞间黏附差异在这一关键的器官发生期驱动细胞模式形成。然而,这些力对细胞模式及其各自运动的影响所知有限。我们应用细胞Potts模型来探究这些力和组织如何促成定向细胞运动和聚集。基于对体外肾脏外植体及解离-重聚集类器官培养研究中获得的实验数据进行拟合,估计了模型参数。我们的模拟表明,UB角落生态位中NP细胞的最佳富集和聚集需要UB上皮细胞和NP细胞自身分泌趋化因子,以及细胞间黏附能的差异。此外,通过实验和建模均观察到,与NP细胞起源的顶端区域相比,它们在UB角落移动速度更快。使用自组织映射分析证实了沿UB存在不同的细胞速度域。总之,我们发现聚集附近的NP细胞运动更快。结果表明,细胞Potts模型方法在模拟这一早期肾发生过程中的细胞运动和模式形成方面适用性良好。对该模型的进一步完善应能使我们在进一步的器官发育过程中重现细胞表型发育变化和分子串扰的影响。

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