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Self-similarity and the maximum entropy principle in the genetic code. 遗传密码的自相似性和最大熵原理。
IF 1.1 4区 生物学 Q3 BIOLOGY Pub Date : 2023-09-01 DOI: 10.1007/s12064-023-00396-y
Subhash Kak

This paper addresses the relationship between information and structure of the genetic code. The code has two puzzling anomalies: First, when viewed as 64 sub-cubes of a [Formula: see text] cube, the codons for serine (S) are not contiguous, and there are amino acid codons with zero redundancy, which goes counter to the objective of error correction. To make sense of this, the paper shows that the genetic code must be viewed not only on stereochemical, co-evolution, and error-correction considerations, but also on two additional factors of significance to natural systems, that of an information-theoretic dimensionality of the code data, and the principle of maximum entropy. One implication of non-integer dimensionality associated with data dimensions is self-similarity to different scales, and it is shown that the genetic code does satisfy this property, and it is further shown that the maximum entropy principle operates through the scrambling of the elements in the sense of maximum algorithmic information complexity, generated by an appropriate exponentiation mapping. It is shown that the new considerations and the use of maximum entropy transformation create new constraints that are likely the reasons for the non-uniform codon groups and codons with no redundancy.

本文讨论了信息与遗传密码结构之间的关系。该代码有两个令人费解的异常:首先,当被视为立方体的64个子立方体时,丝氨酸(S)的密码子不是连续的,并且存在零冗余的氨基酸密码子,这与纠错的目的背道而驰。为了理解这一点,本文表明,遗传密码不仅必须从立体化学、共同进化和纠错的角度来看待,而且还必须从两个对自然系统有重要意义的因素来看待,即密码数据的信息论维度和最大熵原理。与数据维相关的非整数维的一个含义是不同尺度的自相似性,并且表明遗传密码确实满足这一性质,并且进一步表明最大熵原理通过在最大算法信息复杂性意义上的元素置乱来工作,由适当的幂映射生成。结果表明,新的考虑因素和最大熵变换的使用产生了新的约束,这可能是导致密码子群不均匀和密码子无冗余的原因。
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引用次数: 0
The emergence of dynamic networks from many coupled polar oscillators: a paradigm for artificial life. 从许多耦合极性振荡器中产生的动态网络:人工生命的范例。
IF 1.1 4区 生物学 Q3 BIOLOGY Pub Date : 2023-09-01 DOI: 10.1007/s12064-023-00401-4
Alessandro Scirè, Valerio Annovazzi-Lodi

This work concerns a many-body deterministic model that displays life-like properties such as emergence, complexity, self-organization, self-regulation, excitability and spontaneous compartmentalization. The model portraits the dynamics of an ensemble of locally coupled polar phase oscillators, moving in a two-dimensional space, that under certain conditions exhibit emergent superstructures. Those superstructures are self-organized dynamic networks, resulting from a synchronization process of many units, over length scales much greater than the interaction range. Such networks compartmentalize the two-dimensional space with no a priori constraints, due to the formation of porous transport walls, and represent a highly complex and novel non-linear behavior. The analysis is numerically carried out as a function of a control parameter showing distinct regimes: static pattern formation, dynamic excitable networks formation, intermittency and chaos. A statistical analysis is drawn to determine the control parameter ranges for the various behaviors to appear. The model and the results shown in this work are expected to contribute to the field of artificial life.

这项工作涉及一个多体确定性模型,该模型显示了类似生命的特性,如涌现、复杂性、自组织、自我调节、兴奋性和自发划分。该模型描述了在二维空间中运动的局部耦合极性相振子系综的动力学,在某些条件下表现出涌现的上层结构。这些上层建筑是自组织的动态网络,由许多单元的同步过程产生,其长度尺度远远大于相互作用范围。由于多孔传输壁的形成,这种网络在没有先验约束的情况下划分了二维空间,并代表了一种高度复杂和新颖的非线性行为。数值分析作为控制参数的函数进行,显示出不同的状态:静态模式形成、动态可激网络形成、间歇性和混沌。绘制统计分析来确定各种行为出现的控制参数范围。该模型和结果有望为人工生命领域做出贡献。
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引用次数: 1
Stability of a diffusive-delayed HCV infection model with general cell-to-cell incidence function incorporating immune response and cell proliferation. 扩散性延迟HCV感染模型的稳定性,该模型具有一般的细胞间发生率功能,包括免疫反应和细胞增殖。
IF 1.1 4区 生物学 Q3 BIOLOGY Pub Date : 2023-09-01 DOI: 10.1007/s12064-023-00395-z
Alexis Nangue, Yanick Junior Tchuimeni

In this work, we analyse the dynamics of a five-dimensional hepatitis C virus infection mathematical model including the spatial mobility of hepatitis C virus particles, the transmission of hepatitis C virus infection by mitosis process of infected hepatocytes with logistic growth, time delays, antibody response and cytotoxic T lymphocyte (CTL) immune response with general incidence functions for both modes of infection transmission, namely virus-to-cell as well as cell-to-cell. Firstly, we prove rigorously the existence, the uniqueness, the positivity and the boundedness of the solution of the initial value and boundary problem associated with the new constructed model. Secondly, we found that the basic reproductive number is the sum of the basic reproduction number determined by cell-free virus infection, determined by cell-to-cell infection and determined by proliferation of infected cells. It is proved the existence of five spatially homogeneous equilibria known as infection-free, immune-free, antibody response, CTL response and antibody and CTL responses. By using the linearization methods, the local stability of the latter is established under some rigorous conditions. Finally, we proved the existence of periodic solutions by highlighting the occurrence of a Hopf bifurcation for a certain threshold value of one delay.

在这项工作中,我们分析了五维丙型肝炎病毒感染数学模型的动力学,包括丙型肝炎病毒颗粒的空间流动性,丙型肝炎病毒感染通过受感染肝细胞的有丝分裂过程传播,具有逻辑生长,时间延迟,抗体反应和细胞毒性T淋巴细胞(CTL)免疫反应,具有两种感染传播模式的一般发生率函数,即病毒到细胞以及细胞到细胞。首先,我们严格地证明了与新构造模型相关的初值和边界问题解的存在性、唯一性、正性和有界性。其次,我们发现基本繁殖数是由无细胞病毒感染决定的基本繁殖数、由细胞间感染决定的基本繁殖数和由感染细胞增殖决定的基本繁殖数之和。证明了无感染、无免疫、抗体反应、CTL反应和抗体与CTL反应这五种空间均匀平衡的存在性。利用线性化方法,在一定的严格条件下,建立了后者的局部稳定性。最后,我们通过强调一个延迟阈值下Hopf分岔的存在性,证明了周期解的存在性。
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引用次数: 1
Investigation of memory influences on bio-heat responses of skin tissue due to various thermal conditions. 不同热条件下记忆对皮肤组织生物热反应的影响研究。
IF 1.1 4区 生物学 Q3 BIOLOGY Pub Date : 2023-09-01 DOI: 10.1007/s12064-023-00400-5
Rakhi Tiwari, Abhinav Singhal, Rajneesh Kumar, Pappu Kumar, Suniti Ghangas

Advancement of new technologies such as laser, focused ultrasound, microwave and radio frequency for thermal therapy of skin tissue has increased numerous challenging situations in medical treatment. In this article, a new meticulous bio-heat transfer model based on memory-dependent derivative with dual-phase-lag has been developed under different thermal conditions such as thermal shock and harmonic-type heating. Laplace transform method is acquired to perceive the analytical consequences. Quantitative results are evaluated for displacement, strain and temperature along with stress distributions in time domain by adopting the technique of inverse Laplace transform. Impacts of the constituents of memory-dependent derivatives-kernel functions along with time-delay parameter are analysed on the studied fields (temperature, displacement, strain and stress) for both thermal conditions separately using computational results. It has been found that the insertion of the memory effect proves itself a unified model, and therefore, this model can better predict temperature field data for thermal treatment processes.

激光、聚焦超声、微波和射频等用于皮肤组织热疗法的新技术的进步,增加了医疗中许多具有挑战性的情况。在不同的热冲击和谐波加热条件下,建立了一种基于双相滞后记忆导数的精细生物传热模型。采用拉普拉斯变换方法来感知解析结果。采用拉普拉斯逆变换技术对位移、应变和温度随应力在时域上的分布进行了定量计算。利用计算结果分别分析了两种热条件下记忆相关导数核函数的分量和时滞参数对研究场(温度、位移、应变和应力)的影响。研究发现,插入记忆效应是一个统一的模型,因此,该模型可以更好地预测热处理过程的温度场数据。
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引用次数: 0
Symmetrical distributions of aminoacyl-tRNA synthetases during the evolution of the genetic code. 遗传密码进化过程中氨基酸- trna合成酶的对称分布。
IF 1.1 4区 生物学 Q3 BIOLOGY Pub Date : 2023-09-01 DOI: 10.1007/s12064-023-00394-0
Marco V José, Juan R Bobadilla, Gabriel S Zamudio, Sávio Torres de Farías

In this work, we formulate the following question: How the distribution of aminoacyl-tRNA synthetases (aaRSs) went from an ancestral bidirectional gene (mirror symmetry) to the symmetrical distribution of aaRSs in a six-dimensional hypercube of the Standard Genetic Code (SGC)? We assume a primeval RNY code, two Extended Genetic RNA codes type 1 and 2, and the SGC. We outline the types of symmetries of the distribution of aaRSs in each code. The symmetry groups of aaRSs in each code are described, until the symmetries of the SGC display a mirror symmetry. Considering both Extended RNA codes the 20 aaRSs were already present before the Last Universal Ancestor. These findings reveal intricacies in the diversification of aaRSs accompanied by the evolution of the genetic code.

在这项工作中,我们提出了以下问题:氨基酰基trna合成酶(aaRSs)的分布如何从祖先的双向基因(镜像对称)到aaRSs在标准遗传密码(SGC)的六维超立方体中的对称分布?我们假设一个原始RNY编码,两个扩展遗传RNA编码类型1和2,以及SGC。我们概述了每个代码中aars分布的对称性类型。在每个代码中描述aars的对称群,直到SGC的对称性显示镜像对称。考虑到这两个扩展RNA编码,20个aars在最后的普遍祖先之前就已经存在了。这些发现揭示了遗传密码进化过程中aars多样化的复杂性。
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引用次数: 0
An epidemic dynamics model with limited isolation capacity. 具有有限隔离能力的流行病动力学模型。
IF 1.1 4区 生物学 Q3 BIOLOGY Pub Date : 2023-09-01 DOI: 10.1007/s12064-023-00399-9
Ishfaq Ahmad, Hiromi Seno

We consider a modified SIR model with a four-dimensional system of ordinary differential equations to consider the influence of a limited isolation capacity on the final epidemic size defined as the total number of individuals who experienced the disease at the end of an epidemic season. We derive the necessary and sufficient condition that the isolation reaches the capacity in a finite time on the way of the epidemic process, and show that the final epidemic size is monotonically decreasing in terms of the isolation capacity. We find further that the final epidemic size could have a discontinuous change at the critical value of isolation capacity below which the isolation reaches the capacity in a finite time. Our results imply that the breakdown of isolation with a limited capacity would cause a drastic increase of the epidemic size. Insufficient capacity of the isolation could lead to an unexpectedly severe epidemic situation, while such a severity would be avoidable with the sufficient isolation capacity.

我们考虑了一个带有四维常微分方程系统的改进SIR模型,以考虑有限隔离能力对最终流行规模的影响,最终流行规模定义为在流行季节结束时经历该疾病的个体总数。导出了隔离在有限时间内达到隔离能力的充分必要条件,并证明了最终的流行病规模随隔离能力单调减小。我们进一步发现,在隔离能力临界值处,最终疫情规模可能发生不连续变化,在该临界值以下,隔离将在有限时间内达到隔离能力。我们的结果表明,以有限的能力打破隔离将导致流行病规模的急剧增加。隔离能力不足可能导致意外严重的疫情,而如果隔离能力足够,这种严重的疫情是可以避免的。
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引用次数: 0
Path integral control of a stochastic multi-risk SIR pandemic model. 随机多风险SIR大流行模型的路径积分控制。
IF 1.1 4区 生物学 Q3 BIOLOGY Pub Date : 2023-06-01 DOI: 10.1007/s12064-023-00388-y
Paramahansa Pramanik

In this paper a Feynman-type path integral control approach is used for a recursive formulation of a health objective function subject to a fatigue dynamics, a forward-looking stochastic multi-risk susceptible-infective-recovered (SIR) model with risk-group's Bayesian opinion dynamics toward vaccination against COVID-19. My main interest lies in solving a minimization of a policy-maker's social cost which depends on some deterministic weight. I obtain an optimal lock-down intensity from a Wick-rotated Schrödinger-type equation which is analogous to a Hamiltonian-Jacobi-Bellman (HJB) equation. My formulation is based on path integral control and dynamic programming tools facilitates the analysis and permits the application of algorithm to obtain numerical solution for pandemic control model.

本文采用费曼型路径积分控制方法,递归构建了受疲劳动力学影响的健康目标函数,即具有风险群体贝叶斯意见动态的前瞻性随机多风险易感感染恢复(SIR)模型。我的主要兴趣在于解决政策制定者的社会成本最小化问题,这取决于一些确定性的权重。我从威克旋转Schrödinger-type方程中获得了最佳锁定强度,该方程类似于哈密顿-雅可比-贝尔曼(HJB)方程。我的公式基于路径积分控制和动态规划工具,便于分析并允许应用算法获得流行病控制模型的数值解。
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引用次数: 3
Stationary distribution and density function analysis of SVIS epidemic model with saturated incidence and vaccination under stochastic environments. 随机环境下具有饱和发病率和疫苗接种的SVIS流行模型的平稳分布和密度函数分析。
IF 1.1 4区 生物学 Q3 BIOLOGY Pub Date : 2023-06-01 DOI: 10.1007/s12064-023-00392-2
Prasenjit Mahato, Sanat Kumar Mahato, Subhashis Das, Partha Karmakar

In this article, we study the dynamical properties of susceptible-vaccinated-infected-susceptible (SVIS) epidemic system with saturated incidence rate and vaccination strategies. By constructing the suitable Lyapunov function, we examine the existence and uniqueness of the stochastic system. With the help of Khas'minskii theory, we set up a critical value [Formula: see text] with respect to the basic reproduction number [Formula: see text] of the deterministic system. A unique ergodic stationary distribution is investigated under the condition of [Formula: see text]. In the epidemiological study, the ergodic stationary distribution represents that the disease will persist for long-term behavior. We focus for developing the general three-dimensional Fokker-Planck equation using appropriate solving theories. Around the quasi-endemic equilibrium, the probability density function of the stochastic system is analyzed which is the main theme of our study. Under [Formula: see text], both the existence of ergodic stationary distribution and density function can elicit all the dynamical behavior of the disease persistence. The condition of disease extinction of the system is derived. For supporting theoretical study, we discuss the numerical results and the sensitivities of the biological parameters. Results and conclusions are highlighted.

本文研究了具有饱和发病率的易感-接种-感染-易感(SVIS)流行病系统的动力学性质和疫苗接种策略。通过构造合适的Lyapunov函数,研究了随机系统的存在唯一性。借助于Khas’minskii理论,我们对确定性系统的基本再生产数[公式:见文]建立了一个临界值[公式:见文]。在[公式:见文]的条件下,研究了一个唯一的遍历平稳分布。在流行病学研究中,遍历平稳分布表示该疾病将持续存在长期行为。我们的重点是利用适当的求解理论建立一般的三维福克-普朗克方程。围绕准地方性平衡,分析了随机系统的概率密度函数,这是我们研究的主题。在[公式:见文]下,遍历平稳分布和密度函数的存在都可以引出疾病持续的所有动力学行为。导出了系统的疾病消除条件。为了支持理论研究,我们讨论了数值结果和生物参数的灵敏度。突出显示结果和结论。
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引用次数: 0
Hypothesis: functional age and onset of autosomal dominant genetic prion disease. 假设:功能年龄和常染色体显性遗传朊病毒病的发病。
IF 1.1 4区 生物学 Q3 BIOLOGY Pub Date : 2023-06-01 DOI: 10.1007/s12064-023-00389-x
Michael Bordonaro

Autosomal dominant diseases typically have an age-related onset. Here, I focus on genetic prion disease (gPrD), caused by various mutations in the PRNP gene. While gPrD typically occurs at or after middle age, there can be considerable variability in the specific age of onset. This variability can occur among patients with the same PRNP mutation; in some cases, these differences occur not only between families but even within the same family. It is not known why gPrD onset is typically delayed for decades when the causative mutation is present from birth. Mouse models of gPrD manifest disease; however, unlike human gPrD, which typically takes decades to manifest, mouse models exhibit disease within months. Therefore, the time to onset of prion disease is proportional to species lifespan; however, it is not known why this is the case. I hypothesize that the initiation of gPrD is strongly influenced by the process of aging; therefore, disease onset is related to proportional functional age (e.g., mice vs. humans). I propose approaches to test this hypothesis and discuss its significance with respect to delaying prion disease through suppression of aging.

常染色体显性遗传病通常与年龄有关。在这里,我的重点是遗传朊病毒病(gPrD),由PRNP基因的各种突变引起的。虽然gPrD通常发生在中年或之后,但发病的具体年龄可能有相当大的差异。这种变异可能发生在具有相同PRNP突变的患者中;在某些情况下,这些差异不仅发生在家庭之间,甚至发生在同一家庭内部。目前尚不清楚为什么gPrD发病通常延迟几十年,而致病突变从出生时就存在。gPrD小鼠模型;然而,与通常需要数十年才能显现的人类gPrD不同,小鼠模型在几个月内就会出现疾病。因此,朊病毒发病的时间与物种寿命成正比;然而,目前尚不清楚为什么会出现这种情况。我假设gPrD的开始受到衰老过程的强烈影响;因此,疾病发病与比例功能年龄有关(例如,小鼠与人类)。我提出了测试这一假设的方法,并讨论了其通过抑制衰老来延缓朊病毒疾病的意义。
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引用次数: 0
A biological and a mathematical model of SLE treated by mesenchymal stem cells covering all the stages of the disease. 间充质干细胞治疗SLE的生物学和数学模型,涵盖疾病的所有阶段。
IF 1.1 4区 生物学 Q3 BIOLOGY Pub Date : 2023-06-01 DOI: 10.1007/s12064-023-00390-4
Ali Yazdani, Fariba Bahrami, Arash Pourgholaminejad, Reza Moghadasali

In this study, we proposed a biological model explaining the progress of autoimmune activation along different stages of systemic lupus erythematosus (SLE). For any upcoming stage of SLE, any new component is introduced, when it is added to the model. Particularly, the interaction of mesenchymal stem cells, with the components of the model, is specified in a way that both the inflammatory and anti-inflammatory functions of these cells would be covered. The biological model is then recapitulated to a model with less complexity that explains the main features of the problem. Later, a 7th-order mathematical model for SLE is proposed, based on this simplified model. Finally, the range of validity of the proposed mathematical model was assessed. For this purpose, we simulated the model and analyzed the simulation results in case of some known behaviors of the disease, such as tolerance breach, the appearance of systemic inflammation, development of clinical signs, and occurrence of flares and improvements. The model was able to reproduce these events, qualitatively.

在这项研究中,我们提出了一个生物学模型来解释自身免疫激活在系统性红斑狼疮(SLE)不同阶段的进展。对于SLE的任何即将到来的阶段,当它被添加到模型中时,将引入任何新组件。特别是,间充质干细胞的相互作用,与模型的组成部分,被指定的方式,这些细胞的炎症和抗炎功能将被覆盖。然后将生物学模型概括为一个不那么复杂的模型,该模型可以解释问题的主要特征。在此基础上,提出了系统性红斑狼疮的七阶数学模型。最后,对所提数学模型的有效性范围进行了评估。为此,我们对该模型进行了模拟,并分析了该疾病的一些已知行为,如耐受性破坏、全身性炎症的出现、临床体征的发展、发作和改善的发生等情况下的模拟结果。该模型能够定性地再现这些事件。
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引用次数: 0
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Theory in Biosciences
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