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Limited Cognitive Abilities and Dominance Hierarchies 有限的认知能力和统治等级
IF 1.3 4区 生物学 Q4 MATHEMATICAL & COMPUTATIONAL BIOLOGY Pub Date : 2022-06-17 DOI: 10.1007/s10441-022-09442-6
Hanyuan Huang, Jiabin Wu

We propose a novel model to explain the mechanisms underlying dominance hierarchical structures. Guided by a predetermined social convention, agents with limited cognitive abilities optimize their strategies in a Hawk-Dove game. We find that several commonly observed hierarchical structures in nature such as linear hierarchy and despotism, emerge as the total fitness-maximizing social structures given different levels of cognitive abilities.

我们提出了一个新的模型来解释显性层次结构的机制。在一个预先确定的社会惯例的指导下,认知能力有限的个体在鹰鸽博弈中优化他们的策略。我们发现,在自然界中常见的几种等级结构,如线性等级和专制,在不同的认知能力水平下,以总适应度最大化的社会结构出现。
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引用次数: 1
Optimal Drug Regimen and Combined Drug Therapy and Its Efficacy in the Treatment of COVID-19: A Within-Host Modeling Study 新型冠状病毒肺炎的最佳药物方案和联合药物治疗及其疗效:宿主内模型研究
IF 1.3 4区 生物学 Q4 MATHEMATICAL & COMPUTATIONAL BIOLOGY Pub Date : 2022-05-19 DOI: 10.1007/s10441-022-09440-8
Bishal Chhetri, Vijay M. Bhagat, D. K. K. Vamsi, V. S. Ananth, Bhanu Prakash, Swapna Muthusamy, Pradeep Deshmukh, Carani B. Sanjeevi

The COVID-19 pandemic has resulted in more than 524 million cases and 6 million deaths worldwide. Various drug interventions targeting multiple stages of COVID-19 pathogenesis can significantly reduce infection-related mortality. The current within-host mathematical modeling study addresses the optimal drug regimen and efficacy of combination therapies in the treatment of COVID-19. The drugs/interventions considered include Arbidol, Remdesivir, Interferon (INF) and Lopinavir/Ritonavir. It is concluded that these drugs, when administered singly or in combination, reduce the number of infected cells and viral load. Four scenarios dealing with the administration of a single drug, two drugs, three drugs and all four are discussed. In all these scenarios, the optimal drug regimen is proposed based on two methods. In the first method, these medical interventions are modeled as control interventions and a corresponding objective function and optimal control problem are formulated. In this framework, the optimal drug regimen is derived. Later, using the comparative effectiveness method, the optimal drug regimen is derived based on the basic reproduction number and viral load. The average number of infected cells and viral load decreased the most when all four drugs were used together. On the other hand, the average number of susceptible cells decreased the most when Arbidol was administered alone. The basic reproduction number and viral load decreased the most when all four interventions were used together, confirming the previously obtained finding of the optimal control problem. The results of this study can help physicians make decisions about the treatment of the life-threatening COVID-19 infection.

2019冠状病毒病大流行已在全球造成5.24亿多例病例和600万人死亡。针对COVID-19发病机制的多个阶段进行各种药物干预可显著降低感染相关死亡率。目前的宿主内数学模型研究解决了治疗COVID-19的最佳药物方案和联合疗法的疗效。考虑的药物/干预措施包括阿比多尔、瑞德西韦、干扰素和洛匹那韦/利托那韦。结论是,这些药物单独或联合使用时,可减少感染细胞的数量和病毒载量。讨论了处理单一药物、两种药物、三种药物和所有四种药物的管理的四种情况。在所有这些情况下,基于两种方法提出了最优的药物方案。在第一种方法中,将这些医疗干预建模为控制干预,并制定相应的目标函数和最优控制问题。在此框架下,导出了最佳的用药方案。然后,采用比较有效性法,根据基本繁殖数和病毒载量,推导出最优用药方案。当所有四种药物同时使用时,感染细胞的平均数量和病毒载量下降最多。另一方面,当阿比多尔单独给药时,敏感细胞的平均数量减少最多。当四种干预措施同时使用时,基本繁殖数和病毒载量下降最多,证实了先前获得的最优控制问题的发现。这项研究的结果可以帮助医生决定治疗危及生命的COVID-19感染。
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引用次数: 0
Reconstructing the Last Common Ancestor: Epistemological and Empirical Challenges 重建最后的共同祖先:认识论和经验的挑战
IF 1.3 4区 生物学 Q4 MATHEMATICAL & COMPUTATIONAL BIOLOGY Pub Date : 2022-05-16 DOI: 10.1007/s10441-022-09439-1
Amadeo Estrada, Edna Suárez-Díaz, Arturo Becerra

Reconstructing the genetic traits of the Last Common Ancestor (LCA) and the Tree of Life (TOL) are two examples of the reaches of contemporary molecular phylogenetics. Nevertheless, the whole enterprise has led to paradoxical results. The presence of Lateral Gene Transfer poses epistemic and empirical challenges to meet these goals; the discussion around this subject has been enriched by arguments from philosophers and historians of science. At the same time, a few but influential research groups have aimed to reconstruct the LCA with rich-in-detail hypotheses and high-resolution gene catalogs and metabolic traits. We argue that LGT poses insurmountable challenges for detailed and rich in details reconstructions and propose, instead, a middle-ground position with the reconstruction of a slim LCA based on traits under strong pressures of Negative Natural Selection, and for the need of consilience with evidence from organismal biology and geochemistry. We defend a cautionary perspective that goes beyond the statistical analysis of gene similarities and assumes the broader consequences of evolving empirical data and epistemic pluralism in the reconstruction of early life.

最后共同祖先(Last Common Ancestor, LCA)和生命之树(Tree of Life, TOL)的遗传特征重建是当代分子系统发育研究的两个领域。然而,整个事业导致了矛盾的结果。横向基因转移的存在提出了认识和经验的挑战,以满足这些目标;哲学家和科学史学家的观点丰富了围绕这一主题的讨论。与此同时,一些有影响力的研究小组正致力于通过详细的假设和高分辨率的基因目录和代谢特征来重建LCA。我们认为LGT对详细和丰富的细节重建提出了难以克服的挑战,并提出了一种中间立场,即基于负自然选择的强大压力下的特征重建一个精简的LCA,并且需要与生物生物学和地球化学证据相一致。我们捍卫了一种警示性的观点,它超越了基因相似性的统计分析,并假设了在早期生活重建中不断发展的经验数据和认知多元化的更广泛后果。
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引用次数: 0
Reconstructing the Last Common Ancestor: Epistemological and Empirical Challenges 重建最后的共同祖先:认识论和经验的挑战
IF 1.3 4区 生物学 Q4 MATHEMATICAL & COMPUTATIONAL BIOLOGY Pub Date : 2022-05-16 DOI: 10.1007/s10441-022-09439-1
Amadeo Estrada, E. Suárez-Díaz, A. Becerra
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引用次数: 0
Mathematical Analysis of Membrane Transporters Dynamics: A Calcium Fluxes Case Study 膜转运体动力学的数学分析:钙通量案例研究
IF 1.3 4区 生物学 Q4 MATHEMATICAL & COMPUTATIONAL BIOLOGY Pub Date : 2022-04-28 DOI: 10.1007/s10441-022-09437-3
A. Perrillat-Mercerot, N. Deliot, A. Miranville, R. Guillevin, B. Constantin

A tight control of intracellular [Ca(^{2+})] is essential for the survival and normal function of cells. In this study we investigate key mechanistic steps by which calcium is regulated and calcium oscillations could occur using in silico modeling of membrane transporters. To do so we give a deterministic description of intracellular Ca(^{2+}) dynamics using nonlinear dynamics in order to understand Ca(^{2+}) signaling. We first present the ordinary differential equations (ODEs) system for cell calcium kinetics and make a preliminary work on Sobol indices. We then describe and analyze complex transporters action. Besides, we analyze the whole system. We finally perform numerical simulations and compare our results to real data.

严格控制细胞内[Ca (^{2+})]对细胞的存活和正常功能至关重要。在这项研究中,我们研究了钙被调节的关键机制步骤,以及钙振荡可能发生的膜转运体的硅模拟。为了做到这一点,我们使用非线性动力学给出细胞内Ca (^{2+})动力学的确定性描述,以便理解Ca (^{2+})信号。我们首先提出了细胞钙动力学的常微分方程系统,并对Sobol指数作了初步的研究。然后我们描述和分析了复杂转运蛋白的作用。并对整个系统进行了分析。最后进行了数值模拟,并与实际数据进行了比较。
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引用次数: 0
Finding or Creating a Living Organism? Past and Future Thought Experiments in Astrobiology Applied to Artificial Intelligence 寻找或创造一个有生命的有机体?天体生物学应用于人工智能的过去和未来思想实验
IF 1.3 4区 生物学 Q4 MATHEMATICAL & COMPUTATIONAL BIOLOGY Pub Date : 2022-04-28 DOI: 10.1007/s10441-022-09438-2
Daniel S. Helman Ph.D.

This is a digest of how various researchers in biology and astrobiology have explored questions of what defines living organisms—definitions based on functions or structures observed in organisms, or on systems terms, or on mathematical conceptions like closure, chirality, quantum mechanics and thermodynamics, or on biosemiotics, or on Darwinian evolution—to clarify the field and make it easier for endeavors in artificial intelligence to make progress. Current ideas are described to promote work between astrobiologists and computer scientists, each concerned with living organisms. A four-parameter framework is presented as a scaffold that is later developed into what machines lack to be considered alive: systems, evolution, energy and consciousness, and includes Jagers operators and the idea of dual closure. A novel definition of consciousness is developed which describes mental objects both with and without communicable properties, and this helps to clarify how consciousness in machines may be studied as an emergent process related to choice functions in systems. A perspective on how quantization, acting on nucleic acids, sets up natural limits to system behavior is offered as a partial address to the problem of biogenesis.

这是一个关于生物学和天体生物学的不同研究人员如何探索如何定义生物体的问题的摘要——这些定义是基于在生物体中观察到的功能或结构,或基于系统术语,或基于闭合、手性、量子力学和热力学等数学概念,或基于生物符号学,或基于达尔文进化论——来澄清这个领域,并使人工智能的努力更容易取得进展。目前的想法被描述为促进天体生物学家和计算机科学家之间的工作,每个人都关注活的有机体。一个四参数框架作为一个框架,后来发展成为机器缺乏的东西,被认为是有生命的:系统、进化、能量和意识,包括耶格斯算子和双重闭包的想法。本文提出了一种新的意识定义,它描述了具有或不具有可传递特性的心理对象,这有助于阐明如何将机器中的意识作为与系统中选择函数相关的紧急过程进行研究。关于如何量化,作用于核酸,建立系统行为的自然限制的观点,作为部分解决生物发生问题。
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引用次数: 0
Nonlocal Reaction–Diffusion Equations in Biomedical Applications 非局部反应扩散方程在生物医学中的应用
IF 1.3 4区 生物学 Q4 MATHEMATICAL & COMPUTATIONAL BIOLOGY Pub Date : 2022-03-17 DOI: 10.1007/s10441-022-09436-4
M. Banerjee, M. Kuznetsov, O. Udovenko, V. Volpert

Nonlocal reaction–diffusion equations describe various biological and biomedical applications. Their mathematical properties are essentially different in comparison with the local equations, and this difference can lead to important biological implications. This review will present the state of the art in the investigation of nonlocal reaction–diffusion models in biomedical applications. We will consider various models arising in mathematical immunology, neuroscience, cancer modelling, and we will discuss their mathematical properties, nonlinear dynamics, resulting spatiotemporal patterns and biological significance.

非局部反应扩散方程描述了各种生物和生物医学应用。与局部方程相比,它们的数学性质本质上是不同的,这种差异可能导致重要的生物学含义。本文将介绍生物医学应用中非局部反应扩散模型研究的最新进展。我们将考虑数学免疫学、神经科学、癌症建模中出现的各种模型,我们将讨论它们的数学性质、非线性动力学、由此产生的时空模式和生物学意义。
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引用次数: 5
Qualitative and Dynamical Analysis of a Bionomic Fishery Model with Prey Refuge 具有猎物庇护的生物渔业模型的定性和动力学分析
IF 1.3 4区 生物学 Q4 MATHEMATICAL & COMPUTATIONAL BIOLOGY Pub Date : 2022-02-04 DOI: 10.1007/s10441-022-09435-5
S. N. Raw, B. P. Sarangi

Predation and escaping from predation through hiding are two fundamental phenomena in ecology. The most common approach to reducing the chance of predation is to use a refuge. Here, we consider a three species fishery model system with prey refuge induced by a Holling type-II functional response. These three species of fish populations are named prey, middle predator, and top predator. Harvesting is employed in most fishery models to achieve both ecological and commercial benefits. Research proves that non-linear harvesting (Michaelis–Menten type) returns more realistic outcomes. So, we have combined the Michaelis–Menten type of harvesting efforts for all populations. Uniform boundedness conditions for the solutions of the model are discussed. The existence conditions for possible equilibrium points with stability are presented. We explain the dynamical behavior at each equilibrium point through bifurcation analysis. The persistent criteria of the system are examined. Bionomic equilibrium and optimal harvesting control using Pontryagin’s maximum principle are calculated. For validation of the model in the real world, we have implemented this in the freshwater ecosystem of Lake Victoria. Extraction of native fish species and ecological balances are the foremost solicitude of Lake Victoria. We may resolve this concern partially by implementing prey refuge, since it may sustain the ecology of Lake Victoria, and therefore also its economical importance. Lake Victoria is acclaimed worldwide for the trade of fishing. Also, it provides the largest employment in east-central Africa and is beneficial to fishing equipment manufacturers. So, the bionomic equilibrium and harvesting control have significant applications in the fisheries. All the analytical studies are verified by numerical simulations. We have plotted phase portraits, bifurcation diagrams, Lyapunov exponents to explore the dynamics of the proposed model.

捕食和躲避捕食是生态学中的两个基本现象。减少被捕食机会的最常见方法是使用避难所。在这里,我们考虑了一个由Holling II型功能反应诱导的猎物避难的三物种渔业模型系统。这三种鱼类种群被命名为猎物、中间捕食者和顶级捕食者。在大多数渔业模式中,捕捞都是为了实现生态效益和商业效益。研究证明,非线性收获(Michaelis–Menten型)会产生更现实的结果。因此,我们结合了米氏-门顿类型的所有人口的收割工作。讨论了模型解的一致有界性条件。给出了具有稳定性的可能平衡点的存在条件。我们通过分岔分析来解释每个平衡点的动力学行为。对系统的持久性标准进行了检查。利用庞特里亚金最大值原理计算了生物平衡和最优收获控制。为了在现实世界中验证该模型,我们在维多利亚湖的淡水生态系统中进行了验证。当地鱼类的提取和生态平衡是维多利亚湖最关心的问题。我们可以通过实施猎物保护区来部分解决这一问题,因为它可以维持维多利亚湖的生态,因此也具有经济重要性。维多利亚湖因其渔业贸易而闻名于世。此外,它提供了非洲中东部最大的就业机会,对捕鱼设备制造商有利。因此,仿生平衡和捕捞控制在渔业中有着重要的应用。所有的分析研究都通过数值模拟进行了验证。我们绘制了相图、分岔图、李雅普诺夫指数,以探索所提出模型的动力学。
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引用次数: 3
The Hybrid Incidence Susceptible-Transmissible-Removed Model for Pandemics 流行病的混合发生率-易感-传播-去除模型
IF 1.3 4区 生物学 Q4 MATHEMATICAL & COMPUTATIONAL BIOLOGY Pub Date : 2022-01-29 DOI: 10.1007/s10441-021-09431-1
Ryan Lester Benjamin

The susceptible-transmissible-removed (STR) model is a deterministic compartment model, based on the susceptible-infected-removed (SIR) prototype. The STR replaces 2 SIR assumptions. SIR assumes that the emigration rate (due to death or recovery) is directly proportional to the infected compartment’s size. The STR replaces this assumption with the biologically appropriate assumption that the emigration rate is the same as the immigration rate one infected period ago. This results in a unique delay differential equation epidemic model with the delay equal to the infected period. Hamer’s mass action law for epidemiology is modified to resemble its chemistry precursor—the law of mass action. Constructing the model for an isolated population that exists on a surface bounded by the extent of the population’s movements permits compartment density to replace compartment size. The STR reduces to a SIR model in a timescale that negates the delay—the transmissible timescale. This establishes that the SIR model applies to an isolated population in the disease’s transmissible timescale. Cyclical social interactions will define a rhythmic timescale. It is demonstrated that the geometric mean maps transmissible timescale properties to their rhythmic timescale equivalents. This mapping defines the hybrid incidence (HI). The model validation demonstrates that the HI-STR can be constructed directly from the disease’s transmission dynamics. The basic reproduction number (({mathcal{R}}_0)) is an epidemic impact property. The HI-STR model predicts that ({mathcal{R}}_0 propto root mathfrak{B} of {rho_n}) where (rho_n) is the population density, and ({mathfrak{B}}) is the ratio of time increments in the transmissible- and rhythmic timescales. The model is validated by experimentally verifying the relationship. ({mathcal{R}}_0)’s dependence on (rho_n) is demonstrated for droplet-spread SARS in Asian cities, aerosol-spread measles in Europe and non-airborne Ebola in Africa.

易感传播移除(STR)模型是一个基于易感感染移除(SIR)原型的确定性隔室模型。STR取代了2个SIR假设。SIR假设移民率(由于死亡或康复)与感染室的大小成正比。STR用生物学上合适的假设取代了这一假设,即移民率与一个感染时期前的移民率相同。这导致了一个独特的延迟微分方程流行病模型,其延迟等于感染期。哈默的流行病学质量作用定律被修改为类似于其化学前身——质量作用定律。为存在于受种群运动范围限制的表面上的孤立种群构建模型,可以使隔间密度取代隔间大小。STR在一个时间尺度上简化为SIR模型,该模型否定了延迟——可传播的时间尺度。这表明SIR模型适用于疾病传播时间尺度上的孤立人群。周期性的社交互动将定义一个有节奏的时间尺度。结果表明,几何平均值将可传递的时间尺度特性映射到它们的韵律时间尺度等价物。该映射定义了混合发病率(HI)。模型验证表明,HI-STR可以直接从疾病的传播动力学中构建。基本繁殖数(({mathcal{R}}_0))是流行病影响性质。HI-STR模型预测了({mathcal{R}}_0protorootmathfrak{B} of{rho_n}),其中(rho_n)是种群密度,( mathfrak{B}})是传播和节律时间尺度中时间增量的比率。通过实验验证了该模型的有效性({mathcal{R}}_0)对(rho_n)的依赖性在亚洲城市的飞沫传播SARS、欧洲的气溶胶传播麻疹和非洲的非空气传播埃博拉中得到了证明。
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引用次数: 2
Integration of Heterogeneous Biological Data in Multiscale Mechanistic Model Calibration: Application to Lung Adenocarcinoma 异构生物学数据在多尺度机制模型校准中的整合:在肺腺癌中的应用
IF 1.3 4区 生物学 Q4 MATHEMATICAL & COMPUTATIONAL BIOLOGY Pub Date : 2022-01-20 DOI: 10.1101/2022.01.17.476676
J. Palgen, A. Perrillat-Mercerot, N. Ceres, E. Peyronnet, Matthieu Coudron, Eliott Tixier, B. Illigens, J. Bosley, A. L’Hostis, C. Monteiro
Mechanistic models are built using knowledge as the primary information source, with well-established biological and physical laws determining the causal relationships within the model. Once the causal structure of the model is determined, parameters must be defined in order to accurately reproduce relevant data. Determining parameters and their values is particularly challenging in the case of models of pathophysiology, for which data for calibration is sparse. Multiple data sources might be required, and data may not be in a uniform or desirable format. We describe a calibration strategy to address the challenges of scarcity and heterogeneity of calibration data. Our strategy focuses on parameters whose initial values cannot be easily derived from the literature, and our goal is to determine the values of these parameters via calibration with constraints set by relevant data. When combined with a covariance matrix adaptation evolution strategy (CMA-ES), this step-by-step approach can be applied to a wide range of biological models. We describe a stepwise, integrative and iterative approach to multiscale mechanistic model calibration, and provide an example of calibrating a pathophysiological lung adenocarcinoma model. Using the approach described here we illustrate the successful calibration of a complex knowledge-based mechanistic model using only the limited heterogeneous datasets publicly available in the literature.
机械模型是用知识作为主要信息源,用完善的生物和物理定律来决定模型内的因果关系。一旦确定了模型的因果结构,就必须定义参数,以便准确地再现相关数据。在病理生理学模型的情况下,确定参数及其值尤其具有挑战性,因为用于校准的数据很少。可能需要多个数据源,并且数据可能不是统一的或理想的格式。我们描述了一种校准策略,以解决校准数据的稀缺性和异质性的挑战。我们的策略侧重于初始值不易从文献中获得的参数,我们的目标是通过相关数据设置的约束进行校准来确定这些参数的值。当与协方差矩阵适应进化策略(CMA-ES)相结合时,这种循序渐进的方法可以应用于广泛的生物模型。我们描述了一种逐步、综合和迭代的多尺度机制模型校准方法,并提供了一个校准病理生理肺腺癌模型的例子。使用这里描述的方法,我们说明了仅使用文献中公开可用的有限异构数据集成功校准复杂的基于知识的机制模型。
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引用次数: 6
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Acta Biotheoretica
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