Šikić Hrvoje, Shi Yanrong, Lubura Snježana, Bassnett Steven
Department of Ophthalmology and Visual Sciences, Washington University, St Louis, MO 63130, USA; Department of Mathematics, University of Zagreb, Zagreb, Croatia.
Department of Ophthalmology and Visual Sciences , Washington University , St Louis, MO 63130 , USA.
R Soc Open Sci. 2017 Jan 18;4(1):160695. doi: 10.1098/rsos.160695. eCollection 2017 Jan.
The mathematical determinants of vertebrate organ growth have yet to be elucidated fully. Here, we utilized empirical measurements and a dynamic branching process-based model to examine the growth of a simple organ system, the mouse lens, from E14.5 until the end of life. Our stochastic model used difference equations to model immigration and emigration between zones of the lens epithelium and included some deterministic elements, such as cellular footprint area. We found that the epithelial cell cycle was shortened significantly in the embryo, facilitating the rapid growth that marks early lens development. As development progressed, epithelial cell division becomes non-uniform and four zones, each with a characteristic proliferation rate, could be discerned. Adjustment of two model parameters, proliferation rate and rate of change in cellular footprint area, was sufficient to specify all growth trajectories. Modelling suggested that the direction of cellular migration across zonal boundaries was sensitive to footprint area, a phenomenon that may isolate specific cell populations. Model runs consisted of more than 1000 iterations, in each of which the stochastic behaviour of thousands of cells was followed. Nevertheless, sequential runs were almost superimposable. This remarkable degree of precision was attributed, in part, to the presence of non-mitotic flanking regions, which constituted a path by which epithelial cells could escape the growth process. Spatial modelling suggested that clonal clusters of about 50 cells are produced during migration and that transit times lengthen significantly at later stages, findings with implications for the formation of certain types of cataract.
脊椎动物器官生长的数学决定因素尚未完全阐明。在此,我们利用实证测量和基于动态分支过程的模型,研究了一个简单器官系统——小鼠晶状体从胚胎第14.5天到生命结束时的生长情况。我们的随机模型使用差分方程来模拟晶状体上皮区域之间的细胞迁入和迁出,并包含一些确定性因素,如细胞足迹面积。我们发现,胚胎期上皮细胞周期显著缩短,这促进了标志着晶状体早期发育的快速生长。随着发育的进行,上皮细胞分裂变得不均匀,可以辨别出四个具有特征性增殖率的区域。调整两个模型参数,即增殖率和细胞足迹面积的变化率,足以确定所有的生长轨迹。建模表明,细胞跨区域边界迁移的方向对足迹面积敏感,这一现象可能会隔离特定的细胞群体。模型运行由超过1000次迭代组成,每次迭代都跟踪数千个细胞的随机行为。然而,连续运行几乎是可叠加的。这种显著的精度部分归因于非有丝分裂侧翼区域的存在,这些区域构成了上皮细胞逃离生长过程的途径。空间建模表明,迁移过程中会产生约50个细胞的克隆簇,且后期转运时间显著延长,这些发现对某些类型白内障的形成具有启示意义。