Reaction-diffusion system

  • 文章类型: Preprint
    自再生触发波可以在拥挤的细胞质中快速传播,而幅度或速度不会减弱,提供一致的,可靠,远程通信。细胞质的大分子浓度随生理和环境波动而变化,提出了一个问题,即面对这种波动,触发波如何或是否可以稳健地运行。使用非洲爪狼提取物,我们发现有丝分裂和凋亡触发波的速度是显著不变的。我们得出了一个模型,该模型解释了这种鲁棒性以及在极高和极低的细胞质浓度下的最终减慢。该模型暗示了细胞质浓度的积极和消极影响(反应物浓度增加与增加的粘度)几乎精确平衡。因此,在稀释过程中人为地保持恒定的细胞质粘度消除了这种鲁棒性。触发波速度的鲁棒性可能有助于极快的胚胎细胞周期的可靠性。
    Self-regenerating trigger waves can spread rapidly through the crowded cytoplasm without diminishing in amplitude or speed, providing consistent, reliable, long-range communication. The macromolecular concentration of the cytoplasm varies in response to physiological and environmental fluctuations, raising the question of how or if trigger waves can robustly operate in the face of such fluctuations. Using Xenopus extracts, we found that mitotic and apoptotic trigger wave speeds are remarkably invariant. We derived a model that accounts for this robustness and for the eventual slowing at extremely high and low cytoplasmic concentrations. The model implies that the positive and negative effects of cytoplasmic concentration (increased reactant concentration vs. increased viscosity) are nearly precisely balanced. Accordingly, artificially maintaining a constant cytoplasmic viscosity during dilution abrogates this robustness. The robustness in trigger wave speeds may contribute to the reliability of the extremely rapid embryonic cell cycle.
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  • 文章类型: Journal Article
    Zhang等人提出并研究了具有单个消费物种的消费-资源反应-扩散模型。(EcolLett20:1118-1128,2017)。He等人进一步对其动力学进行了分析研究。(J数学生物78:1605-1636,2019)。在这项工作中,我们完全解决了He等人提出的猜想。(JMathBiol78:1605-1636,2019)关于小收益率的消费者-资源模型的全球动态。然后,我们研究了一个多物种的消费者资源模型,其中所有的消费者物种通过消费抑制有限的资源而相互竞争,并且它们之间没有直接的竞争。我们证明在这种情况下,所有消费品种都统一存在,这意味着“竞争排斥”现象永远不会发生。我们还阐明了在各种情况下在同质和异质环境中的动力学。
    A consumer-resource reaction-diffusion model with a single consumer species was proposed and experimentally studied by Zhang et al.(Ecol Lett 20:1118-1128, 2017). Analytical study on its dynamics was further performed by He et al.(J Math Biol 78:1605-1636, 2019). In this work, we completely settle the conjecture proposed by He et al.(J Math Biol 78:1605-1636, 2019) about the global dynamics of the consumer-resource model for small yield rate. We then study a multi-species consumer-resource model where all the consumer species compete with each other through depression of the limited resources by consumption and there is no direct competition between them. We show that in this case, all consumer species persist uniformly, which implies that \"competition exclusion\" phenomenon will never happen. We also clarify its dynamics in both homogeneous and heterogeneous environments under various circumstances.
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  • 文章类型: Journal Article
    我们通过研究流行流行模型的人口扩散率对地方性均衡的总感染人口的依赖性,来研究人类流动性对疾病患病率的影响。对于小的扩散速率,我们的结果表明,相对于感染人群的扩散率与易感人群的扩散率之比,总感染人群的数量呈严格下降趋势。此外,当疾病局部生殖功能在空间上是异质的,我们发现:(I)对于感染人群的大扩散率,当恢复率在空间上均匀时,在易感人群的大扩散率下,总感染人群规模严格最大化,当传播和恢复速率的差异在空间上均匀时,在易感人群的中间扩散速率下严格最大化;(ii)对于易感人群的大扩散速率,当恢复率在空间上均匀时,总感染人口规模在感染人口的中间扩散率下严格最大化,而当传播和恢复率的差异在空间上均匀时,在感染人群的大扩散率下,它被严格地最小化。提供了数值模拟来补充理论结果。我们的研究可能为人类流动性对疾病爆发和流行病严重程度的影响提供一些见解。
    We examine the effect of human mobility on disease prevalence by studying the dependence of the total infected population at endemic equilibria with respect to population diffusion rates of a diffusive epidemic model. For small diffusion rates, our results indicate that the total infected population size is strictly decreasing with respect to the ratio of the diffusion rate of the infected population over that of the susceptible population. Moreover, when the disease local reproductive function is spatially heterogeneous, we found that: (i) for large diffusion rate of the infected population, the total infected population size is strictly maximized at large diffusion rate of the susceptible population when the recovery rate is spatially homogeneous, while it is strictly maximized at intermediate diffusion rate of the susceptible population when the difference of the transmission and recovery rates are spatially homogeneous; (ii) for large diffusion rate of the susceptible population, the total infected population size is strictly maximized at intermediate diffusion rate of the infected population when the recovery rate is spatially homogeneous, while it is strictly minimized at large diffusion rate of the infected population when the difference of the transmission and recovery rates is spatially homogeneous. Numerical simulations are provided to complement the theoretical results. Our studies may provide some insight into the impact of human mobility on disease outbreaks and the severity of epidemics.
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  • 文章类型: Journal Article
    诸如镓(Ga)的室温液态金属(LM)具有与特定材料反应的潜力,这将培育新的应用类别。这里,报告了由于Ga基LM团簇在金(Au)膜上的非平衡反应扩散和扩散限制而导致的各种自组织环模式,其中扩散是控制步骤,自限制氧化物层起到动力学屏障的作用。这种现象,传统上被称为Liesegang戒指,主要发生在电解质介质中。与现有系统不同,当前的周期性结晶机制在环境条件下可以在较小的尺度上实现高度对称的时空周期性Liesegang环。通常,构造了Ga-Au和共晶镓铟合金(EGaIn)-Au反应-扩散-扩散系统,获得回复型和混合型同心列塞冈模式,分别。通过改变初始Ga/In质量比,进一步分析了混合Liesegang图案中中间相产物AuGa2和AuIn2的竞争图案行为,第一原理计算,和分子动力学模拟。当GaIn合金中In的质量比超过15%时,它将优先与Au反应。LMLiesegang现象的发现预计将成为自组织反应扩散系统的爆发点,并为材料合成和珠宝设计行业等不同领域提供有希望的规则。
    Room temperature liquid metals (LM) such as gallium (Ga) own the potential to react with specific materials which would incubate new application categories. Here, diverse self-organized ring patterns due to nonequilibrium reaction-diffusion and spreading-limitation of Ga-based LM clusters on gold (Au) film are reported, among which diffusion is the controlling step and the self-limiting oxide layer plays the role of kinetic barrier. Such phenomena, classically known as the Liesegang rings, mainly occur in electrolyte media. Unlike existing systems, the present periodic crystallization mechanism enables highly symmetric spatiotemporal periodic Liesegang rings on a smaller scale under ambient conditions. Typically, the Ga-Au and eutectic gallium-indium alloy (EGaIn)-Au reaction-diffusion-spreading systems are constructed, obtaining the revert type and hybrid type concentric Liesegang patterns, respectively. The competitive patterning behavior of the intermediate phase products AuGa2 and AuIn2 in hybrid Liesegang patterns is further analyzed by altering the initial Ga/In mass ratio, first-principles calculations, and molecular dynamic simulations. When the mass ratio of In in GaIn alloy exceeds 15%, it will preferentially react with Au. The discovery of LM Liesegang phenomenon is expected to be a flashpoint for self-organized reaction-diffusion systems and offers promising rules for diverse areas such as materials synthesis and the jewelry design industry.
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  • 文章类型: Journal Article
    In human spermatozoa, calcium dynamics control most of fertilization events. Progesterone, present in the female reproductive system, can trigger several types of calcium responses, such as low-frequency oscillations. Here we aimed to identify the mechanisms of progesterone-induced calcium signaling in human spermatozoa. Progesterone-induced activation of fluorophore-loaded spermatozoa was studied by fluorescent microscopy. Two computational models were developed to describe the spermatozoa calcium responses: a homogeneous one based on a system of ordinary differential equations and a three-dimensional one with added space dimensions and diffusion for the cytosolic species. In response to progesterone, three types of calcium responses were observed in human spermatozoa: a single transient rise of calcium concentration in cytosol, a steady elevation, or low-frequency oscillations. The homogenous model provided qualitative description of the oscillatory and the single spike responses, while the three-dimensional model captured the calcium peak shape and the frequency of calcium oscillations. The model analysis demonstrated that an increase in the calcium diffusion coefficient resulted in the disappearance of the calcium oscillations. Additionally, in silico analysis suggested that the spatial distribution of calcium signaling enzymes governs the appearance of calcium oscillations in progesterone-activated human spermatozoa.
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  • 文章类型: Journal Article
    Crohn\'s disease is an inflammatory bowel disease (IBD) that is not well understood. In particular, unlike other IBDs, the inflamed parts of the intestine compromise deep layers of the tissue and are not continuous but separated and distributed through the whole gastrointestinal tract, displaying a patchy inflammatory pattern. In the present paper, we introduce a toy-model which might explain the appearance of such patterns. We consider a reaction-diffusion system involving bacteria and phagocyte and prove that, under certain conditions, this system might reproduce an activator-inhibitor dynamic leading to the occurrence of Turing-type instabilities. In other words, we prove the existence of stable stationary solutions that are spatially periodic and do not vanish in time. We also propose a set of parameters for which the system exhibits such phenomena and compare it with realistic parameters found in the literature. This is the first time, as far as we know, that a Turing pattern is investigated in inflammatory models.
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  • 文章类型: Journal Article
    Proteins in cells undergo repeated binding to other molecules, thereby reducing the apparent extent of their intracellular diffusion. While much effort has been made to analytically decouple these combined effects of pure diffusion and chemical binding, it is difficult with conventional approaches to attribute the measured quantities to the nature of specific domains of the proteins. Motivated by the common goal in cell signaling research aimed at identifying the domains responsible for particular intermolecular interactions, here we describe a framework for determining the local physicochemical properties of cellular proteins associated with immobile scaffolds. To validate this new approach, we apply it to transgelin-2, an actin-binding protein whose intracellular dynamics remains elusive. We develop a fluorescence recovery after photobleaching (FRAP)-based framework, in which comprehensive combinations of domain-deletion mutants are created, and the difference among them in FRAP response is analyzed. We demonstrate that transgelin-2 in actin stress fibers (SFs) interacts with F-actin via two separate domains, and the chemical properties are determined for the individual domains. Its pure diffusion properties independent of the association to F-actin is also obtained. Our approach will thus be useful, as presented here for transgelin-2, in addressing the signaling mechanism of cellular proteins associated with SFs.
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  • 文章类型: Journal Article
    通过分子自组织形成大规模模式是生命的基本原则。因此,蛋白质模式和梯度的工程是合成生物学的主要相关性。作为这种模式形成的范例,细菌Minde蛋白系统基于脂膜上的ATPaseMinD和ATPase激活蛋白MinE的自组织。可以通过调节物理或生化参数来严格调节最小模式。在生化工程模块中,MinD的膜靶向序列,尽管是一个关键的调节元素,很少受到关注。在这里,我们试图通过调节MinD的膜亲和力来设计模式。与体外在平坦支撑膜上通常观察到的行波或固定模式不同,通过合理引导的诱变延长MinD的膜靶向序列会出现驻波振荡。这些模式能够形成梯度,从而在空间上靶向共重构的下游蛋白质,强调他们在设计新的生命系统中的功能潜力。
    The formation of large-scale patterns through molecular self-organization is a basic principle of life. Accordingly, the engineering of protein patterns and gradients is of prime relevance for synthetic biology. As a paradigm for such pattern formation, the bacterial MinDE protein system is based on self-organization of the ATPase MinD and ATPase-activating protein MinE on lipid membranes. Min patterns can be tightly regulated by tuning physical or biochemical parameters. Among the biochemically engineerable modules, MinD\'s membrane targeting sequence, despite being a key regulating element, has received little attention. Here we attempt to engineer patterns by modulating the membrane affinity of MinD. Unlike the traveling waves or stationary patterns commonly observed in vitro on flat supported membranes, standing-wave oscillations emerge upon elongating MinD\'s membrane targeting sequence via rationally guided mutagenesis. These patterns are capable of forming gradients and thereby spatially target co-reconstituted downstream proteins, highlighting their functional potential in designing new life-like systems.
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  • 文章类型: Journal Article
    It has long been known that epidemics can travel along communication lines, such as roads. In the current COVID-19 epidemic, it has been observed that major roads have enhanced its propagation in Italy. We propose a new simple model of propagation of epidemics which exhibits this effect and allows for a quantitative analysis. The model consists of a classical SIR model with diffusion, to which an additional compartment is added, formed by the infected individuals travelling on a line of fast diffusion. The line and the domain interact by constant exchanges of populations. A classical transformation allows us to reduce the proposed model to a system analogous to one we had previously introduced Berestycki et al. (J Math Biol 66:743-766, 2013) to describe the enhancement of biological invasions by lines of fast diffusion. We establish the existence of a minimal spreading speed, and we show that it may be quite large, even when the basic reproduction number [Formula: see text] is close to 1. We also prove here further qualitative features of the final state, showing the influence of the line.
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  • 文章类型: Journal Article
    局部细胞收缩脉冲在组织和细胞形态发生中起重要作用。这里,我们改进了化学-光遗传学方法,并将其应用于研究产生这些脉冲的信号网络。我们使用这些测量结果来推导和参数化描述时间信号网络动力学的常微分方程系统。分叉分析和数值模拟预测振荡系统动力学对Lbc型RhoGEF的浓度具有很强的依赖性,介导Rho活性的正反馈放大。通过光遗传学调节单个活细胞中有效的GEF-H1浓度,通过实验证实了这一预测。数值模拟表明,在低GEF-H1浓度下,脉冲幅度对肌球蛋白成分的外部输入最敏感,并且空间脉冲宽度取决于GEF-H1扩散。我们的研究提供了一个理论框架来解释局部细胞收缩脉冲的出现及其通过生化和机械信号的调制。
    Local cell contraction pulses play important roles in tissue and cell morphogenesis. Here, we improve a chemo-optogenetic approach and apply it to investigate the signal network that generates these pulses. We use these measurements to derive and parameterize a system of ordinary differential equations describing temporal signal network dynamics. Bifurcation analysis and numerical simulations predict a strong dependence of oscillatory system dynamics on the concentration of GEF-H1, an Lbc-type RhoGEF, which mediates the positive feedback amplification of Rho activity. This prediction is confirmed experimentally via optogenetic tuning of the effective GEF-H1 concentration in individual living cells. Numerical simulations show that pulse amplitude is most sensitive to external inputs into the myosin component at low GEF-H1 concentrations and that the spatial pulse width is dependent on GEF-H1 diffusion. Our study offers a theoretical framework to explain the emergence of local cell contraction pulses and their modulation by biochemical and mechanical signals.
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