Reaction-diffusion equations

反应扩散方程
  • 文章类型: Journal Article
    活细胞的趋化过程是复杂的。细胞遵循外部信号的梯度,因为细胞的内部变得极化。为了方便实现整个过程的计算建模,对单元的外部和内部及其运动的描述是一个复杂的技术问题。这里,我们采用相场模型来表征细胞的内部,允许随机偏微分方程的积分,负责细胞内部的极化,同时,计算细胞的形状变形,包括它的运动。我们详细介绍了该过程的数学描述以及使用简单的反应扩散方程对单个浓度进行数值计算相场的过程。
    The process of chemotaxis of living cells is complex. Cells follow gradients of an external signal because the interior of the cells gets polarized. The description of the exterior and the interior of the cell together with its motion for the convenient realization of the computational modeling of the whole process is a complex technical problem. Here, we employ a phase field model to characterize the interior of the cell, permitting the integration of stochastic partial differential equations, responsible for the polarization in the interior of the cell, and simultaneously, the calculation of the shape deformations of the cell, including its locomotion. We detail the mathematical description of the process and the procedure to calculate numerically the phase field with a simple reaction-diffusion equation for a single concentration.
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  • 文章类型: Journal Article
    本文关注具有KPP反应项的一维二维补丁模型的过渡前沿的存在。在两个贴片之间的界面处施加密度和通量条件。我们首先通过充分利用两个KPP前沿的信息并通过界面条件进行粘合来构造一对合适的上解和子解。然后,由于限制性论证而获得的整个解决方案显示为从一个补丁到另一个补丁的过渡前沿。这种传播解允许渐近过去和未来的速度,它连接了两条不同的战线,每个都与两个补丁之一相关联。因此,本文提供了具有界面条件的KPP型两补丁模型的过渡前沿的第一个示例。
    This paper is concerned with the existence of transition fronts for a one-dimensional two patch model with KPP reaction terms. Density and flux conditions are imposed at the interface between the two patches. We first construct a pair of suitable super- and sub solutions by making full use of information of the leading edges of two KPP fronts and gluing them through the interface conditions. Then, an entire solution obtained thanks to a limiting argument is shown to be a transition front moving from one patch to the other one. This propagating solution admits asymptotic past and future speeds, and it connects two different fronts, each associated with one of the two patches. The paper thus provides the first example of a transition front for a KPP-type two-patch model with interface conditions.
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  • 文章类型: Journal Article
    通过计算研究最近的实验发现,例如由外源机械力引起的细胞外ATP释放促进伤口闭合,我们介绍一个数学模型,细胞波茨模型(CPM),这是一种流行的晶格离散模型,其中“细胞”的移动由蒙特卡洛程序确定。在实验中,观察到,存在来自面向伤口间隙的前导细胞的机械敏感性ATP释放和随后的细胞外Ca2+流入。为了模拟这些现象,采用细胞外ATP和细胞内Ca2+浓度的反应扩散方程,并与CPM相结合,其中我们还添加了极性术语,因为在ATP释放的情况下细胞迁移增强。从使用这种混合模型的数值模拟中,我们讨论了由于ATP释放和机械力引起的Ca2流入以及由此促进伤口闭合而引起的集体细胞迁移的影响。
    To computationally investigate the recent experimental finding such that extracellular ATP release caused by exogeneous mechanical forces promote wound closure, we introduce a mathematical model, the Cellular Potts Model (CPM), which is a popular discretized model on a lattice, where the movement of a \"cell\" is determined by a Monte Carlo procedure. In the experiment, it was observed that there is mechanosensitive ATP release from the leading cells facing the wound gap and the subsequent extracellular Ca2+ influx. To model these phenomena, the Reaction-Diffusion equations for extracellular ATP and intracellular Ca2+ concentrations are adopted and combined with CPM, where we also add a polarity term because the cell migration is enhanced in the case of ATP release. From the numerical simulations using this hybrid model, we discuss effects of the collective cell migration due to the ATP release and the Ca2+ influx caused by the mechanical forces and the consequent promotion of wound closure.
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  • 文章类型: Journal Article
    钙([Ca2])的生物能量系统,肌醇1,4,5-三磷酸(IP3)和一氧化氮(NO)调节神经元的多种机制。任何或所有钙的失调,IP3和一氧化氮动力学可能导致神经毒性和细胞死亡。文献中很少有关于神经元细胞中[Ca2]与IP3和[Ca2]与一氧化氮的两个系统相互作用的研究,这对神经元细胞的调节和失调过程提供了有限的见解。但是,没有关于三个系统[Ca2+]动力学中串扰的研究,神经元中的IP3和NO。因此,[Ca2+]系统动力学中的串扰,已使用数学模型研究了神经元中IP3和NO的调节过程。[Ca2]和IP3之间的双向反馈过程以及[Ca2]和NO之间通过环磷酸鸟苷(cGMP)和质膜[Ca2]-ATPase(PMCA)的双向反馈过程已纳入所提出的模型。这种耦合自动处理神经元细胞中IP3和一氧化氮之间的间接双向反馈过程。通过使用曲柄-尼科尔森方案(CNS)的有限元方法(FEM)获得了数值结果。结合钠钙交换剂(NCX)和电压门控钙通道(VGCC)的本模型提供了对由于缓冲液而引起的各种调节和失调过程的新颖见解。IP3受体,ryanodine受体,通过PMCA通道的cGMP动力学,等。及其对[Ca2+]交互式时空系统动力学的影响,神经元中的IP3和NO。结论是,对于[Ca2]和NO的两个系统的相互作用以及[Ca2]的三个系统的相互作用,不同关键机制的行为是完全不同的。IP3和一氧化氮在神经元细胞中由于相互调节调节。几种神经系统疾病与钙改变的关联,已经在神经元中探索了IP3和NO。
    The bioenergetic system of calcium ([Ca2+]), inositol 1, 4, 5-trisphophate (IP3) and nitric oxide (NO) regulate the diverse mechanisms in neurons. The dysregulation in any or all of the calcium, IP3 and nitric oxide dynamics may cause neurotoxicity and cell death. Few studies are noted in the literature on the interactions of two systems like [Ca2+] with IP3 and [Ca2+] with nitric oxide in neuron cells, which gives limited insights into regulatory and dysregulatory processes in neuron cells. But, no study is available on the cross talk in dynamics of three systems [Ca2+], IP3 and NO in neurons. Thus, the cross talk in the system dynamics of [Ca2+], IP3 and NO regulation processes in neurons have been studied using mathematical model. The two-way feedback process between [Ca2+] and IP3 and two-way feedback process between [Ca2+] and NO through cyclic guanosine monophosphate (cGMP) with plasmalemmal [Ca2+]-ATPase (PMCA) have been incorporated in the proposed model. This coupling handles the indirect two-way feedback process between IP3 and nitric oxide in neuronal cells automatically. The numerical outcomes were acquired by employing the finite element method (FEM) with the Crank-Nicholson scheme (CNS). The present model incorporating the sodium-calcium exchanger (NCX) and voltage-gated calcium channel (VGCC) provides novel insights into the various regulatory and dysregulatory processes due to buffer, IP3-receptor, ryanodine receptor, cGMP kinetics through PMCA channel, etc. and their impacts on the interactive spatiotemporal system dynamics of [Ca2+], IP3 and NO in neurons. It is concluded that the behavior of different crucial mechanisms is quite different for interactions of two systems of [Ca2+] and NO and the interactions of three systems of [Ca2+], IP3 and nitric oxide in neuronal cell due to mutual regulatory adjustments. The association of several neurological disorders with the alterations in calcium, IP3 and NO has been explored in neurons.
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  • 文章类型: Journal Article
    实体瘤的最关键和最致命的特征之一是癌细胞在所谓的转移性扩散期间迁移和侵入其他器官的能力增加。由于基质金属蛋白酶(MMPs)的产生,这是允许的。能够降解基底膜中丰富的一种胶原蛋白的酶,将上皮组织与结缔组织分开。在这项工作中,我们采用协同实验和数学建模方法来探索肿瘤细胞的侵袭过程。由反应扩散方程组成的数学模型,描述了明胶基质上肿瘤细胞密度的演变,提出了MMPs酶的浓度和明胶的降解。这通过校准策略来完成。我们对合成数据和实验数据进行敏感性分析并探索参数估计技术,以找到描述体外实验的最佳参数。数值和实验解决方案之间的比较结束了工作。
    One of the most crucial and lethal characteristics of solid tumors is represented by the increased ability of cancer cells to migrate and invade other organs during the so-called metastatic spread. This is allowed thanks to the production of matrix metalloproteinases (MMPs), enzymes capable of degrading a type of collagen abundant in the basal membrane separating the epithelial tissue from the connective one. In this work, we employ a synergistic experimental and mathematical modelling approach to explore the invasion process of tumor cells. A mathematical model composed of reaction-diffusion equations describing the evolution of the tumor cells density on a gelatin substrate, MMPs enzymes concentration and the degradation of the gelatin is proposed. This is completed with a calibration strategy. We perform a sensitivity analysis and explore a parameter estimation technique both on synthetic and experimental data in order to find the optimal parameters that describe the in vitro experiments. A comparison between numerical and experimental solutions ends the work.
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  • 文章类型: Journal Article
    Ca2+在人体器官功能如肌肉收缩中的重要参与,心跳,大脑功能,骨骼活动,etc,促使科学家彻底研究不同人类细胞中钙(Ca2+)信号传导的机制。Ca2+,三磷酸肌醇(IP3),三磷酸腺苷(ATP)在细胞信号传导和生理过程中起着重要作用。假设ATP及其衍生物在导致纤维化疾病如纤维化的致病过程中是重要的。成纤维细胞中Ca2和IP3的波动影响ATP的产生。迄今为止,在纤维化疾病期间,没有发现Ca2+和IP3耦合机制调节成纤维细胞ATP生成的证据。目前的工作表明了在成纤维细胞中调节ATP生成的Ca2和IP3动力学的整合机制。已使用有限元方法进行了仿真。相互依赖的系统发现的机制与基本的独立系统机制的结果有很大的不同,并提供有关两个系统活动的新信息。数值结果为扰动对源流入的影响提供了新的见解,Serca泵,以及成纤维细胞中相互依赖的Ca2和IP3动力学和ATP合成的缓冲液。根据这项研究的结果,纤维化疾病不能仅归因于钙信号传导机制过程的破坏,也可以归因于IP3调节机制的破坏,从而影响成纤维细胞中钙的调节和ATP释放。
    The vital participation of Ca2+ in human organ functions such as muscular contractions, heartbeat, brain functionality, skeletal activity, etc, motivated the scientists to thoroughly research the mechanisms of calcium (Ca2+) signalling in distinct human cells. Ca2+, inositol triphosphate (IP3), and adenosine triphosphate (ATP) play important roles in cell signaling and physiological processes. ATP and its derivatives are hypothesized to be important in the pathogenic process that leads to fibrotic illnesses like fibrosis. Fluctuations in Ca2+ and IP3 in a fibroblast cell influence ATP production. To date, no evidence of coupled Ca2+ and IP3 mechanics regulating ATP generation in a fibroblast cell during fibrotic disease has been found. The current work suggests an integrated mechanism for Ca2+ and IP3 dynamics in a fibroblast cell that regulates ATP generation. Simulation has been carried out using the finite element approach. The mechanics of interdependent systems findings vary dramatically from the results of basic independent system mechanics and give fresh information about the two systems\' activities. The numerical results provide new insights into the impacts of disturbances in source influx, the serca pump, and buffers on interdependent Ca2+ and IP3 dynamics and ATP synthesis in a fibroblast cell. According to the findings of this study, fibrotic disorders cannot be attributed solely to disruptions in the processes of calcium signaling mechanics but also to disruptions in IP3 regulation mechanisms affecting the regulation of calcium in the fibroblast cell and ATP release.
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  • 文章类型: Journal Article
    炎症阶段是皮肤伤口愈合过程中的重要事件。随着炎症的减少,伤口床中肉芽组织的沉积和血管网络的重建发生。肉芽组织形成中的血管生成成分是血管内皮生长因子的分泌,有助于趋化性,扩散,和成纤维细胞的复制。在本文中,我们建立了一个基于炎症细胞(巨噬细胞和中性粒细胞)和介质(白细胞介素6和白细胞介素10)的皮肤伤口愈合血管生成因子的数学模型。我们强调了这一过程在血管内皮生长因子释放和新毛细血管尖端形成中的重要性。我们使用了基于反应扩散对流方程的偏微分方程数学模型。为了校准参数,我们考虑了由四种处理组成的体内模型:10%浓度的Copaiferalangsdorffii的水醇提取物和油树脂,胶原酶,还有Lanette奶油.使用伤口边缘的实验室数据,我们的数学模型估计了血管内皮生长因子浓度的值,伤口中心的尖端密度最大误差为2.9%,并预测每种治疗所需的愈合时间。参数的生存能力区域,在提出的模型中,通过白细胞介素6和10失调的数值模拟发现,在分析的参数中,系统动态中最大的影响者是,它代表吞噬作用过程中白细胞介素10的产生。
    The inflammatory phase is an important event in the skin wound healing process. The deposition of granulation tissue in the wound bed and the rebuilding of the vascular network occur as inflammation diminishes. An angiogenic component in the formation of granulation tissue is the secretion of vascular endothelial growth factor, which assists in the chemotaxis, proliferation, and replication of fibroblasts. In this paper, we develop a mathematical model of skin wound healing angiogenic factors based on inflammatory cells (macrophages and neutrophils) and mediators (interleukin 6 and interleukin 10). We highlight the importance of this process in vascular endothelial growth factor release and in the formation of new capillary tips. We used a mathematical model of partial differential equations based on the reaction-diffusion-advection equations. In order to calibrate the parameters, we considered an in vivo model composed by four treatments: hydroalcoholic extract and oil-resin of Copaifera langsdorffii at 10% concentration, collagenase, and Lanette cream. Using the laboratory data for the wound edge, our mathematical model estimated the values of vascular endothelial growth factor concentration, and tips density in the center of the wound with a maximum error of 2.9%, and predicted healing time required for each treatment. The region of viability for the parameters, in the proposed model, was found through numerical simulations from the Interleukin 6 and 10 dysregulation and we obtained that, among the parameters analyzed, the greatest influencer in the dynamics of the system is the one, which represents the production of Interleukin 10 during phagocytosis.
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  • 文章类型: Journal Article
    在干旱或半干旱的环境中,降水对植被生长起着至关重要的作用。最近的研究表明,植被生长对降水的响应具有滞后效应。为了探索滞后现象背后的机制,我们提出并研究了具有时空非局部效应的水植被模型。结果表明,时间核函数不影响图灵分叉。为了更好地理解滞后效应和非本地竞争对植被格局形成的影响,我们选择了一些特殊的核函数,并获得了一些有见地的结果:(i)时间延迟不会触发植被格局的形成,但是可以推迟植被的进化。此外,在没有扩散的情况下,时间延迟会导致稳定性开关的发生,而在扩散的存在下,可能会出现空间非均匀时间周期解,但没有稳定性开关;(Ii)空间非局部相互作用可能触发水和植被小扩散率的模式开始,并且可以改变孤立植被斑块的数量和大小,以获得较大的扩散率。(iii)时间延迟和空间非局部竞争之间的相互作用可能会导致行波模式的出现,所以植被在太空中保持周期性,而是在时间上振荡。这些结果表明,降水可以显着影响植被的生长和空间分布。
    In an arid or semi-arid environment, precipitation plays a vital role in vegetation growth. Recent researches reveal that the response of vegetation growth to precipitation has a lag effect. To explore the mechanism behind the lag phenomenon, we propose and investigate a water-vegetation model with spatiotemporal nonlocal effects. It is shown that the temporal kernel function does not affect Turing bifurcation. For better understanding the influences of lag effect and nonlocal competition on the vegetation pattern formation, we choose some special kernel functions and obtain some insightful results: (i) Time delay does not trigger the vegetation pattern formation, but can postpone the evolution of vegetation. In addition, in the absence of diffusion, time delay can induce the occurrence of stability switches, while in the presence of diffusion, spatially nonhomogeneous time-periodic solutions may emerge, but there are no stability switches; (ii) The spatial nonlocal interaction may trigger the pattern onset for small diffusion ratio of water and vegetation, and can change the number and size of isolated vegetation patches for large diffusion ratio. (iii) The interaction between time delay and spatial nonlocal competition may induce the emergence of traveling wave patterns, so that the vegetation remains periodic in space, but is oscillating in time. These results demonstrate that precipitation can significantly affect the growth and spatial distribution of vegetation.
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  • 文章类型: Journal Article
    SARS-CoV-2感染的新的关注变体(VOCs)的出现是流行进展的主要因素之一。它们的发展可以通过三个关键阶段来表征:导致新的可行变体出现的病毒突变;导致产生足够大量拷贝的不同变体的竞争;以及个体之间的感染传播及其在群体中的传播。前两个阶段发生在个体水平(感染个体),而第三个发生在人口水平,不同变体之间可能存在竞争。这项工作致力于该过程的前两个阶段的数学建模:新变体的出现及其在上皮组织中的进展,它们之间可能存在竞争。新病毒变体的出现使用非局部反应扩散方程建模,该方程描述了基因型空间中的病毒进化和免疫逃逸。新病毒变种出现的条件由突变率决定,免疫反应的交叉反应,以及病毒复制和死亡率。一旦不同的变体出现,它们以一定的速度和病毒载量在感染组织中传播,这可以通过模型的参数来确定。不同变体对未感染细胞的竞争导致单个显性变体的出现和由于竞争性排斥而消除其他变体。主要变体是具有最大个体扩散速度的变体。因此,个体水平上新变异的出现取决于免疫逃逸和病毒在感染组织中的传播速度。
    The emergence of new variants of concern (VOCs) of the SARS-CoV-2 infection is one of the main factors of epidemic progression. Their development can be characterized by three critical stages: virus mutation leading to the appearance of new viable variants; the competition of different variants leading to the production of a sufficiently large number of copies; and infection transmission between individuals and its spreading in the population. The first two stages take place at the individual level (infected individual), while the third one takes place at the population level with possible competition between different variants. This work is devoted to the mathematical modeling of the first two stages of this process: the emergence of new variants and their progression in the epithelial tissue with a possible competition between them. The emergence of new virus variants is modeled with non-local reaction-diffusion equations describing virus evolution and immune escape in the space of genotypes. The conditions of the emergence of new virus variants are determined by the mutation rate, the cross-reactivity of the immune response, and the rates of virus replication and death. Once different variants emerge, they spread in the infected tissue with a certain speed and viral load that can be determined through the parameters of the model. The competition of different variants for uninfected cells leads to the emergence of a single dominant variant and the elimination of the others due to competitive exclusion. The dominant variant is the one with the maximal individual spreading speed. Thus, the emergence of new variants at the individual level is determined by the immune escape and by the virus spreading speed in the infected tissue.
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  • 文章类型: Journal Article
    早期胚胎发生的特征是快速和同步的切割分裂,通常由Cdk1活性的波状模式控制。有丝分裂波已经提出了两种机制:扫描波和触发波。1,2这两种机制产生不同的波速,依赖于物理和分子参数,和Cdk1活动的空间分布:向上扫描梯度与行进波前。这两种机制都取决于控制细胞周期的瞬时双稳态,并通过细胞周期进程的速度来区分:扫描和触发波出现在快速和慢速驱动中,分别。这里,使用Cdk1活性和理论的定量成像,我们说明了扫掠波是果蝇胚胎中的主要机制,并测试了从扫掠波到触发波过渡的两个基本预测。我们证明,如果细胞周期在遗传上减慢,或者如果通过改变核密度在整个胚胎中引入细胞周期进程的显着延迟,则扫描波可以变成触发波。我们的遗传实验表明,Polo激酶是胚盘分裂的主要限速调节剂,和遗传扰动减少其活性可以诱导从扫描波过渡到触发波。此外,我们表明,温度的变化会导致间期和有丝分裂的基本均匀减慢。这导致在宽的温度范围内观察到扫描波,尽管细胞周期持续时间显著不同。总的来说,我们的理论和实验相结合阐明了果蝇胚胎发育中有丝分裂波的性质,他们的控制机制,以及它们的相互过渡。
    Early embryogenesis is characterized by rapid and synchronous cleavage divisions, which are often controlled by wave-like patterns of Cdk1 activity. Two mechanisms have been proposed for mitotic waves: sweep and trigger waves.1,2 The two mechanisms give rise to different wave speeds, dependencies on physical and molecular parameters, and spatial profiles of Cdk1 activity: upward sweeping gradients versus traveling wavefronts. Both mechanisms hinge on the transient bistability governing the cell cycle and are differentiated by the speed of the cell-cycle progression: sweep and trigger waves arise for rapid and slow drives, respectively. Here, using quantitative imaging of Cdk1 activity and theory, we illustrate that sweep waves are the dominant mechanism in Drosophila embryos and test two fundamental predictions on the transition from sweep to trigger waves. We demonstrate that sweep waves can be turned into trigger waves if the cell cycle is slowed down genetically or if significant delays in the cell-cycle progression are introduced across the embryo by altering nuclear density. Our genetic experiments demonstrate that Polo kinase is a major rate-limiting regulator of the blastoderm divisions, and genetic perturbations reducing its activity can induce the transition from sweep to trigger waves. Furthermore, we show that changes in temperature cause an essentially uniform slowdown of interphase and mitosis. That results in sweep waves being observed across a wide temperature range despite the cell-cycle durations being significantly different. Collectively, our combination of theory and experiments elucidates the nature of mitotic waves in Drosophila embryogenesis, their control mechanisms, and their mutual transitions.
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