Bressloff Paul C, Kim Hyunjoong
Department of Mathematics, University of Utah, 155 South 1400 East, Salt Lake City, Utah 84112, USA.
Phys Rev E. 2019 May;99(5-1):052401. doi: 10.1103/PhysRevE.99.052401.
Morphogen protein gradients play an essential role in the spatial regulation of patterning during embryonic development. The most commonly accepted mechanism of protein gradient formation involves the diffusion and degradation of morphogens from a localized source. Recently, an alternative mechanism has been proposed, which is based on cell-to-cell transport via thin actin-rich cellular extensions known as cytonemes. Very little is currently known about the precise nature of the contacts between cytonemes and their target cells. Important unresolved issues include how cytoneme tips find their targets, how they are stabilized at their contact sites, and how vesicles are transferred to a receiving cell and subsequently internalized. It has been hypothesized that cytonemes find their targets via a random search process based on alternating periods of retraction and growth, perhaps mediated by some chemoattractant. This is an actin-based analog of the search-and-capture model of microtubules of the mitotic spindle searching for cytochrome binding sites (kinetochores) prior to separation of cytochrome pairs. In this paper we develop a search-and-capture model of cytoneme-based morphogenesis, in which nucleating cytonemes from a source cell dynamically grow and shrink along the surface of a one-dimensional array of target cells until making contact with one of the target cells. We analyze the first-passage-time problem for making contact and then use this to explore the formation of morphogen gradients under the mechanism proposed for Wnt in vertebrates. That is, we assume that morphogen is localized at the tip of a growing cytoneme, which is delivered as a "morphogen burst" to a target cell when the cytoneme makes temporary contact with a target cell before subsequently retracting. We show how multiple rounds of search-and-capture, morphogen delivery, cytoneme retraction, and nucleation events lead to the formation of a morphogen gradient. We proceed by formulating the morphogen bursting model as a queuing process, analogous to the study of translational bursting in gene networks. In order to analyze the expected times for cytoneme contact, we introduce an efficient method for solving first-passage-time problems in the presence of sticky boundaries, which exploits some classical concepts from probability theory, namely, stopping times and the strong Markov property. We end the paper by demonstrating how this method simplifies previous analyses of a well-studied problem in cell biology, namely, the search-and-capture model of microtubule-kinetochore attachment. Although the latter is completely unrelated to cytoneme-based morphogenesis from a biological perspective, it shares many of the same mathematical elements.
形态发生素蛋白梯度在胚胎发育过程中图案形成的空间调控中起着至关重要的作用。最被广泛接受的蛋白梯度形成机制涉及形态发生素从局部来源的扩散和降解。最近,一种基于细胞间通过富含肌动蛋白的细细胞延伸结构(称为丝状伪足)进行运输的替代机制被提出。目前对于丝状伪足与其靶细胞之间接触的精确性质了解甚少。重要的未解决问题包括丝状伪足尖端如何找到其靶标,它们如何在接触位点稳定下来,以及囊泡如何转移到接收细胞并随后被内化。有人推测丝状伪足通过基于收缩和生长交替周期的随机搜索过程找到其靶标,这可能由某种化学引诱剂介导。这是有丝分裂纺锤体微管在细胞色素对分离之前寻找细胞色素结合位点(动粒)的搜索与捕获模型的基于肌动蛋白的类似物。在本文中,我们建立了一个基于丝状伪足的形态发生的搜索与捕获模型,其中来自源细胞的起始丝状伪足沿着一维靶细胞阵列表面动态生长和收缩,直到与其中一个靶细胞接触。我们分析了接触的首次通过时间问题,然后利用此来探索脊椎动物中Wnt所提出机制下形态发生素梯度的形成。也就是说,我们假设形态发生素定位于生长中的丝状伪足尖端,并在丝状伪足随后缩回之前与靶细胞进行临时接触时作为“形态发生素爆发”传递给靶细胞。我们展示了多轮搜索与捕获、形态发生素传递、丝状伪足缩回和成核事件如何导致形态发生素梯度的形成。我们通过将形态发生素爆发模型表述为一个排队过程来进行研究,这类似于基因网络中翻译爆发的研究。为了分析丝状伪足接触的预期时间,我们引入了一种在存在粘性边界情况下求解首次通过时间问题 的有效方法,该方法利用了概率论中的一些经典概念即停止时间和强马尔可夫性质。我们通过展示该方法如何简化细胞生物学中一个经过充分研究问题(即微管 - 动粒附着的搜索与捕获模型)的先前分析来结束本文。尽管从生物学角度来看,后者与基于丝状伪足的形态发生完全无关,但它具有许多相同的数学元素。