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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 Q1 Arts and Humanities 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 Q1 Arts and Humanities 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 Q1 Arts and Humanities 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 Q1 Arts and Humanities 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 Q1 Arts and Humanities 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 Q1 Arts and Humanities 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 Q1 Arts and Humanities 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
A Mathematical Model of the Transmission Dynamics of Bovine Schistosomiasis with Contaminated Environment 牛血吸虫病受污染环境传播动力学的数学模型
IF 1.3 4区 生物学 Q1 Arts and Humanities Pub Date : 2022-01-12 DOI: 10.1007/s10441-021-09434-y
Solomon Kadaleka, Shirley Abelman, Jean M. Tchuenche

Schistosomiasis, a vector-borne chronically debilitating infectious disease, is a serious public health concern for humans and animals in the affected tropical and sub-tropical regions. We formulate and theoretically analyze a deterministic mathematical model with snail and bovine hosts. The basic reproduction number (R_0) is computed and used to investigate the local stability of the model’s steady states. Global stability of the endemic equilibrium is carried out by constructing a suitable Lyapunov function. Sensitivity analysis shows that the basic reproduction number is most sensitive to the model parameters related to the contaminated environment, namely: shedding rate of cercariae by snails, cercariae to miracidia survival probability, snails-miracidia effective contact rate and natural death rate of miracidia and cercariae. Numerical results show that when no intervention measures are implemented, there is an increase of the infected classes, and a rapid decline of the number of susceptible and exposed bovines and snails. Effects of the variation of some of the key sensitive model parameters on the schistosomiasis dynamics as well as on the initial disease transmission threshold parameter (R_0) are graphically depicted.

血吸虫病是一种病媒传播的慢性衰弱性传染病,是受影响的热带和亚热带地区人类和动物面临的严重公共卫生问题。我们制定并从理论上分析了一个具有蜗牛和牛宿主的确定性数学模型。计算了基本再现数(R_0),并用它来研究模型稳态的局部稳定性。通过构造合适的Lyapunov函数,实现了局部平衡的全局稳定性。敏感性分析表明,基本繁殖数对与污染环境相关的模型参数最敏感,即蜗牛的尾蚴脱落率、尾蚴对马尾虫的存活率、蜗牛-马尾虫的有效接触率以及马尾虫和马尾虫的自然死亡率。数值结果表明,在不采取干预措施的情况下,受感染类别增加,易感和暴露的牛和蜗牛数量迅速下降。一些关键敏感模型参数的变化对血吸虫病动力学的影响以及对初始疾病传播阈值参数(R_0)的影响用图形描述。
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引用次数: 2
Modeling the Waves of Covid-19 模拟Covid-19的波动
IF 1.3 4区 生物学 Q1 Arts and Humanities Pub Date : 2021-12-27 DOI: 10.1007/s10441-021-09428-w
Ivan Cherednik

The challenges with modeling the spread of Covid-19 are its power-type growth during the middle stages of the waves with the exponents depending on time, and that the saturation of the waves is mainly due to the protective measures and other restriction mechanisms working in the same direction. The two-phase solution we propose for modeling the total number of detected cases of Covid-19 describes the actual curves for many its waves and in many countries almost with the accuracy of physics laws. Bessel functions play the key role in our approach. The differential equations we obtain are of universal type and can be used in behavioral psychology, invasion ecology (transient processes), etc. The initial transmission rate and the intensity of the restriction mechanisms are the key parameters. This theory provides a convincing explanation of the surprising uniformity of the Covid-19 waves in many places, and can be used for forecasting the epidemic spread. For instance, the early projections for the 3rd wave in the USA appeared sufficiently exact. The Delta-waves (2021) in India, South Africa, UK, and the Netherlands are discussed at the end.

模拟Covid-19传播的挑战在于,在波浪的中期阶段,它的功率型增长,其指数取决于时间,波浪的饱和主要是由于保护措施和其他限制机制在同一方向上起作用。我们提出的两阶段解决方案用于对Covid-19检测病例总数进行建模,该解决方案描述了许多波浪和许多国家的实际曲线,几乎具有物理定律的准确性。贝塞尔函数在我们的方法中起着关键作用。所得到的微分方程具有通用性,可用于行为心理学、入侵生态学(瞬态过程)等领域。初始传输速率和约束机制的强度是关键参数。这一理论为许多地方Covid-19波的惊人均匀性提供了令人信服的解释,并可用于预测流行病的传播。例如,对美国第三次浪潮的早期预测似乎足够准确。最后讨论了印度、南非、英国和荷兰的三角波(2021年)。
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引用次数: 10
Average and Standard Deviation of the Error Function for Random Genetic Codes with Standard Stop Codons 具有标准终止密码子的随机遗传密码误差函数的平均值和标准差
IF 1.3 4区 生物学 Q1 Arts and Humanities Pub Date : 2021-12-17 DOI: 10.1007/s10441-021-09427-x
Dino G. Salinas

The origin of the genetic code has been attributed in part to an accidental assignment of codons to amino acids. Although several lines of evidence indicate the subsequent expansion and improvement of the genetic code, the hypothesis of Francis Crick concerning a frozen accident occurring at the early stage of genetic code evolution is still widely accepted. Considering Crick’s hypothesis, mathematical descriptions of hypothetical scenarios involving a huge number of possible coexisting random genetic codes could be very important to explain the origin and evolution of a selected genetic code. This work aims to contribute in this regard, that is, it provides a theoretical framework in which statistical parameters of error functions are calculated. Given a genetic code and an amino acid property, the functional code robustness is estimated by means of a known error function. In this work, using analytical calculations, general expressions for the average and standard deviation of the error function distributions of completely random codes with standard stop codons were obtained. As a possible biological application of these results, any set of amino acids and any pure or mixed amino acid properties can be used in the calculations, such that, in case of having to select a set of amino acids to create a genetic code, possible advantages of natural selection of the genetic codes could be discussed.

遗传密码的起源部分归因于氨基酸密码子的偶然分配。虽然有几条证据表明遗传密码随后扩展和改进,但弗朗西斯·克里克关于遗传密码进化早期发生冻结事故的假设仍然被广泛接受。考虑到克里克的假设,对涉及大量可能共存的随机遗传密码的假设场景的数学描述对于解释选定遗传密码的起源和进化可能非常重要。这项工作的目的是在这方面作出贡献,即,它提供了一个理论框架,其中误差函数的统计参数的计算。给定一个遗传密码和一个氨基酸属性,功能码的鲁棒性是通过一个已知的误差函数来估计的。本文通过解析计算,得到了具有标准停止密码子的完全随机码的误差函数分布的平均值和标准差的一般表达式。作为这些结果的可能的生物学应用,任何一组氨基酸和任何纯或混合氨基酸性质都可以用于计算,这样,在必须选择一组氨基酸来创建遗传密码的情况下,可以讨论遗传密码的自然选择的可能优势。
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引用次数: 2
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Acta Biotheoretica
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