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Sucrose transport to the root and shoot in the seedling phloem 蔗糖在幼苗韧皮部向根和茎的转运。
IF 2 4区 数学 Q2 BIOLOGY Pub Date : 2025-10-28 DOI: 10.1016/j.jtbi.2025.112291
Jacob M. Jepson , Leah R. Band
In the seedling, sucrose synthesised within the leaves is transported via the phloem throughout the plant for growth and maintenance. Sucrose allocation between the root and shoot thus determines their relative growth; however, our understanding of how phloem characteristics affects sucrose allocation remains incomplete. In this paper, we develop and analyse a mathematical model that describes phloem sucrose transport in the Arabidopsis thaliana seedling, from a source region in a leaf to a sink region in either the root or shoot. Motivated by experimental observations in Arabidopsis seedlings, we assume sucrose unloading occurs via both bulk flow and diffusion. Moreover, we extend previous models by assuming that the phloem water and sucrose are unloaded via two different microscopic channels traversing the phloem boundary (plasmodesmata and aquaporins), the density of which vary along the phloem. Numerical solutions of our mathematical model predict that differences between the plasmodesmatal fluxes in the root or shoot (which are controlled by plasmodesmatal number and aperture) are the dominant mechanism controlling root-shoot sucrose allocation. We predict that while the sucrose concentration external to the phloem affects the relative diffusive and advective unloading, it has limited affect on sucrose allocation. Furthermore, we predict that negative pressure gradients external to the phloem (due to the xylem, for example) can inhibit sucrose allocation to the root. However, the model predicts that the Arabidopsis thaliana seedling modelled here can alleviate this effect by increasing the plasmodesmatal conductivity within the root.
在幼苗中,在叶片中合成的蔗糖通过韧皮部运输到整个植物中,用于生长和维持。因此,蔗糖在根和茎之间的分配决定了它们的相对生长;然而,我们对韧皮部特征如何影响蔗糖分配的理解仍然不完整。本文建立并分析了拟南芥幼苗韧皮部蔗糖转运的数学模型,从叶片的源区转运到根或茎的汇区。根据拟南芥幼苗的实验观察,我们假设蔗糖的卸载是通过体积流和扩散两种方式发生的。此外,我们扩展了以前的模型,假设韧皮部的水和蔗糖通过两个不同的微观通道(连丝和水通道蛋白)在韧皮部边界上卸载,它们的密度沿着韧皮部变化。该数学模型的数值解表明,根与芽间的胞间连丝通量差异(由胞间连丝数和孔径控制)是控制根与芽间蔗糖分配的主要机制。我们预测韧皮部外的蔗糖浓度虽然会影响相对扩散和平流卸载,但对蔗糖分配的影响有限。此外,我们预测韧皮部外部的负压梯度(例如,由于木质部)可以抑制蔗糖分配到根。然而,该模型预测,本文模拟的拟南芥幼苗可以通过增加根内的胞间连丝电导率来缓解这种影响。
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引用次数: 0
Comparing the biomechanics of triangular and cylindrical plant stems: When are triangular hollow structures mechanically superior to cylindrical ones? 比较三角形和圆柱形植物茎的生物力学:什么时候三角形中空结构在力学上优于圆柱形结构?
IF 2 4区 数学 Q2 BIOLOGY Pub Date : 2025-10-24 DOI: 10.1016/j.jtbi.2025.112292
Áron Kertész, Gábor Horváth
In nature there occur various pipe structures with a triangle cross-section. An ancient example is the thin-walled triangular wing bones of extinct Pteranodon flying reptiles. Recent examples include many plant species with triangular hollow stems. However, the most widespread plant stem cross-section is circular. What can be the advantage of triangular stems over cylindrical ones, or vice versa? We provide here a novel theoretical framework for understanding the mechanical superiority of triangular plant stems to cylindrical ones. The second moment of inertia I of the cross-section determines the resistance of plant stems to stresses induced by wind-load and gravitation, because a larger I results in a greater mechanical resistance. Based on I, a study has shown a particular advantage of square cross-sections over circular ones under certain geometrical parameter configurations. Using the analytical methods of this earlier study, we calculate and compare here the rotation-invariant second moments of inertia Itriangle and Icircle of plant stems with regular (equilateral) triangle and circle cross-sections of the same surface area. We determine those configurations of the ratio k of the inner and outer dimensions and ratio Q of the outer dimensions of the triangle and circle, for which Itriangle is larger than Icircle. If Itriangle > Icircle, then triangular stems are mechanically more resistant than cylindrical stems, which provides a definite advantage of the former over the latter.
在自然界中存在着各种具有三角形截面的管道结构。一个古老的例子是已灭绝的翼龙飞行爬行动物的薄壁三角形翼骨。最近的例子包括许多具有三角形中空茎的植物物种。然而,最普遍的植物茎截面是圆形的。三角形茎相对于圆柱形茎有什么优势,反之亦然?我们在这里提供了一个新的理论框架来理解三角形植物茎相对于圆柱形植物茎的机械优势。截面的第二转动惯量I决定了植物茎对风荷载和重力引起的应力的阻力,因为I越大,机械阻力越大。在此基础上,一项研究表明,在某些几何参数配置下,方形截面比圆形截面具有特殊的优势。利用本研究的解析方法,我们计算并比较了具有相同表面积的正(等边)三角形和圆形截面的植物茎的旋转不变的第二惯性矩三角形和半圆。我们确定了三角形和圆的内外尺寸比k和外尺寸比Q的构型,其中三角形大于圆形。如果三角形是圆的,那么三角形阀杆在机械上比圆柱形阀杆阻力更大,这就提供了前者比后者明显的优势。
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引用次数: 0
The role of colony size on activity rhythms of ants 蚁群大小对蚁群活动节律的影响。
IF 2 4区 数学 Q2 BIOLOGY Pub Date : 2025-10-17 DOI: 10.1016/j.jtbi.2025.112286
Michael Napoli , Rifat Sipahi , Maurizio Porfiri
Thirty years of research into activity rhythms of ant colonies have contributed an improved understanding of this fascinating form of collective behavior. Yet, little is known about how the colony size influences the intensity and tempo of the rhythms. Here, we address this knowledge gap through a two-pronged approach, combining the re-evaluation of published experimental observations on California ant, Temnothorax rudis, with the formulation of a novel mathematical model. From the analysis of published data, we discover that the period of the activity bursts is nearly independent of the colony size, while the number of ants activated during the bursts scales hypometrically with the colony size. In search of the biological mechanisms underpinning this evidence, we put forward a compartmental model consisting of three classes: active, inactive, and refractory ants. The study of the resulting system of nonlinear delay-differential equations explains the emergence of activity rhythms as stable limit cycles. The period of these limit cycles is controlled by the refractory delay for the resting phase, independently of the colony size, but their amplitude allometrically varies with the colony size due to social deactivation. During activity rhythms, ants spontaneously deactivate when socially interacting with active individuals.
三十年来对蚁群活动节奏的研究使我们对这种令人着迷的集体行为形式有了更好的理解。然而,人们对蜂群大小如何影响节奏的强度和节奏知之甚少。在这里,我们通过双管齐下的方法来解决这一知识差距,结合对加利福尼亚蚂蚁Temnothorax rudis的已发表实验观察结果的重新评估,以及一个新的数学模型的制定。从已发表的数据分析中,我们发现活动爆发的周期几乎与群体规模无关,而在爆发期间被激活的蚂蚁数量与群体规模呈低计量关系。为了寻找支持这一证据的生物学机制,我们提出了一个由三类蚂蚁组成的区室模型:活性蚂蚁、非活性蚂蚁和难降解蚂蚁。由此产生的非线性时滞微分方程组的研究解释了活动节律作为稳定极限环的出现。这些极限环的周期是由静止阶段的耐火延迟控制的,独立于群体大小,但它们的振幅随群体大小而异速变化,这是由于社会的失活。在活动节律期间,蚂蚁在与活跃的个体进行社交互动时,会自发地停止活动。
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引用次数: 0
Intraspecific competition can stabilize asymmetric nursery pollination mutualisms 种内竞争可以稳定苗圃授粉的不对称共生关系。
IF 2 4区 数学 Q2 BIOLOGY Pub Date : 2025-10-17 DOI: 10.1016/j.jtbi.2025.112300
Jian-Zhong Gao , Feng Zhang , Derek W. Dunn , Hao Wang , K.Charlotte Jandér , Rui-Wu Wang
A fundamental problem in ecology is to understand how mutualisms remain stable. The density-dependent regulations within interacting species potentially impact the persistence of these interspecific relationships. Yet few studies explore such intraspecific regulations’ role in stabilizing mutualisms. In addition, partner species often gain unequal benefits in mutualisms. To what extent such an interspecific asymmetry affects the stability of mutualisms is also poorly understood. We here developed a dynamic model for the asymmetric interaction between plants and their pollinators in nursery mutualisms, considering the intraspecific competition of each mutualist. We found that (i) a mutualism can be stabilized only if both mutualists are subject to the regulation of intraspecific competition; (ii) stabilizing the system also requires that the degree of asymmetry in benefits between mutualists must be limited to a range of ‘tolerance’, which narrows as intraspecific competition increases and even fades away with strong competition within both mutualistic species; (iii) when intraspecific competition within a species increases, the tolerant range is compressed from the side beneficial for it, with thus its partner species gaining relatively more benefit allocation; (iv) if the plant-pollinator interaction initiates from a small host plant population, these host plants must offer pollinators high levels of benefits, that can be subsequently reduced to favor plants once the mutualism has been successfully established. The agreement of empirical data to theoretical predictions suggests model reliability. These results highlight the role of intraspecific competition and the degree of benefit asymmetry between host plants and symbionts in stabilizing mutualisms.
生态学的一个基本问题是了解共生关系如何保持稳定。相互作用物种内部的密度依赖规则可能会影响这些种间关系的持久性。然而,很少有研究探讨这种种内调控在稳定共生关系中的作用。此外,伴侣物种往往在互惠关系中获得不平等的利益。这种种间不对称在多大程度上影响了共生关系的稳定性,人们也知之甚少。本文建立了苗圃共生中植物与传粉者之间不对称相互作用的动态模型,考虑了每个共生者的种内竞争。我们发现:(1)只有当双方都受到种内竞争的调节时,互惠共生才能稳定;(ii)稳定系统还要求互惠者之间利益的不对称程度必须限制在一个“容忍”范围内,这个范围随着种内竞争的增加而缩小,甚至随着两个互惠物种内部的激烈竞争而消失;(3)当种内竞争加剧时,从有利的方面压缩了物种的容忍度范围,从而使其伴侣物种获得相对较多的利益分配;(iv)如果植物与传粉者的相互作用是从一个小的寄主植物种群开始的,这些寄主植物必须为传粉者提供高水平的利益,一旦互惠关系成功建立,这种利益随后可以减少到有利于植物。经验数据与理论预测的一致性表明模型的可靠性。这些结果强调了种内竞争和寄主植物与共生体之间的利益不对称程度在稳定共生关系中的作用。
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引用次数: 0
Eco-evolutionary metapopulation dynamics of Batesian mimicry: Conditions for mimics without models 贝叶斯拟态的生态进化元种群动力学:无模型拟态的条件。
IF 2 4区 数学 Q2 BIOLOGY Pub Date : 2025-10-16 DOI: 10.1016/j.jtbi.2025.112299
Haruto Tomizuka , Yuuya Tachiki
Batesian mimicry is adopted by palatable prey species (mimics) to avoid predator attack by resembling unpalatable species (models). Despite numerous studies on this phenomenon, several aspects of its evolution remain unclear. One of the key questions is whether mimics can exist allopatrically from their models. Classical theory suggests that mimics should typically exist sympatrically with their models because the protection afforded to mimics relies on predators learning to associate the model’s phenotype with unpalatability. However, several studies have reported mimics that live outside the distribution range of their models. This phenomenon is called “mimics without models”. Although various hypotheses have been proposed to explain mimics without models, these hypotheses have been independently developed based on either ecological or evolutionary perspectives. In this study, we adopted eco-evolutionary dynamics, a framework that simultaneously addresses both ecological and evolutionary processes, aiming for an integrated understanding of these hypotheses. We identified that mimics without models occurred when specific conditions are satisfied by the six parameters, including carrying capacities, migration rate of mimics, migration rate of predators, and the evolution rate of mimic phenotype. As an important finding, the migration of predators should be restricted under eco-evolutionary feedback, which differed from previous predictions that considered population and evolutionary dynamics independently.
美味的猎物物种(模仿者)采用贝叶斯模仿,通过模仿不美味的物种(模型)来避免捕食者的攻击。尽管对这一现象进行了大量研究,但其演变的几个方面仍不清楚。关键问题之一是模仿者是否可以从他们的模型中异域存在。经典理论认为,模仿者通常应该与它们的模型共生,因为对模仿者的保护依赖于捕食者学会将模型的表型与不适宜性联系起来。然而,一些研究报告了生活在其模型分布范围之外的模仿者。这种现象被称为“没有模型的模仿”。尽管人们提出了各种各样的假设来解释没有模型的模仿,但这些假设都是基于生态学或进化论的观点独立发展起来的。在这项研究中,我们采用了生态进化动力学,这是一个同时解决生态和进化过程的框架,旨在综合理解这些假设。研究发现,当携带能力、模仿者迁移速率、捕食者迁移速率和模仿者表型进化速率等6个参数满足特定条件时,无模仿者就会出现。作为一个重要的发现,捕食者的迁移应该受到生态进化反馈的限制,这与以往单独考虑种群和进化动力学的预测不同。
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引用次数: 0
Local and systemic factors in the resolution of inflammation 局部和全身因素在消炎中的作用。
IF 2 4区 数学 Q2 BIOLOGY Pub Date : 2025-10-15 DOI: 10.1016/j.jtbi.2025.112288
Wissam El Hajj , Nader El Khatib , Vitaly Volpert
Inflammation is a fundamental component of immune response, triggered by harmful stimuli to protect tissues, promote healing, and restore homeostasis. This process unfolds in distinct stages: initiation, amplification, and resolution. The transition from the amplification phase to resolution is crucial for restoring tissue homeostasis, and failure to achieve this transition can lead to chronic inflammation and the development of various diseases. Despite its importance, the biological mechanisms governing this transition remain insufficiently understood.
In this work, we develop a mathematical model to explore the interplay between pro- and anti-inflammatory mediators in inflammation resolution. The model consists of a delayed integro-differential reaction-diffusion system that captures the spatial and temporal evolution of inflammation within tissue. Specifically, the model tracks the concentrations of uninflamed cells, inflamed cells, and pro-inflammatory mediators (classically activated macrophages and pro-inflammatory cytokines), as well as anti-inflammatory mediators (alternatively activated macrophages, tissue-resident macrophages (TRM), and anti-inflammatory cytokines).
Mathematical analysis reveals several distinct states of inflammation propagation, highlighting conditions under which inflammation either resolves or transitions to chronic states. A particular focus is placed on the dynamic roles of both tissue-resident and circulating macrophages, demonstrating how these immune cells influence inflammation outcomes. Numerical simulations illustrate potential pathways toward inflammation resolution and offer biological interpretations that could inform therapeutic strategies targeting chronic inflammation.
炎症是免疫反应的基本组成部分,由有害刺激引发,以保护组织,促进愈合和恢复体内平衡。这一过程分为不同的阶段:起始、扩大和解决。从扩增阶段到分解阶段的过渡对于恢复组织稳态至关重要,未能实现这一过渡可能导致慢性炎症和各种疾病的发展。尽管它很重要,但控制这种转变的生物学机制仍然没有得到充分的了解。在这项工作中,我们开发了一个数学模型来探索促炎和抗炎介质在炎症消退中的相互作用。该模型由一个延迟的积分-微分反应-扩散系统组成,该系统捕获了组织内炎症的空间和时间演变。具体来说,该模型跟踪未炎症细胞、炎症细胞和促炎介质(经典活化的巨噬细胞和促炎细胞因子)以及抗炎介质(可选活化的巨噬细胞、组织常驻巨噬细胞(TRM)和抗炎细胞因子)的浓度。数学分析揭示了几种不同的炎症传播状态,突出了炎症消退或过渡到慢性状态的条件。特别关注组织驻留和循环巨噬细胞的动态作用,展示这些免疫细胞如何影响炎症结果。数值模拟说明了炎症解决的潜在途径,并提供了生物学解释,可以为针对慢性炎症的治疗策略提供信息。
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引用次数: 0
Mathematical models for the EP2 and EP4 signaling pathways and their crosstalk EP2和EP4信号通路及其串扰的数学模型。
IF 2 4区 数学 Q2 BIOLOGY Pub Date : 2025-10-15 DOI: 10.1016/j.jtbi.2025.112287
Alessandra Cambi , Diane S. Lidke , Mariya Ptashnyk , Willemijn Smit , Stefanie Sonner
G protein-coupled receptors EP2 and EP4 are both activated by the lipid messenger Prostaglandin E2 (PGE2) and induce the intracellular production of cyclic AMP (cAMP), ultimately affecting gene expression. Changes in cellular responses to PGE2 can have important consequences on immunity and disease, yet a detailed understanding of the EP2-EP4 signaling network is lacking. EP2 and EP4 are often co-expressed in cells but their specific contribution to cAMP production is poorly understood. Experimental data have shown that cAMP levels differ depending on whether PGE2 triggers EP2 or EP4, or both. To better understand the underlying mechanisms and predict cellular responses to PGE2, we developed mathematical models for EP2 and EP4 cAMP signaling, including receptor crosstalk. The mathematical models qualitatively reproduce the experimentally observed cAMP levels and provide mechanistic insight into both the differences and commonalities in EP2/EP4 signaling. We found that ligand binding dynamics play a crucial role for both single-receptor signaling and inter-receptor crosstalk. Inhibition of PGE2 signaling via receptor antagonists is gaining increasing attention in tumor immunology. These mathematical models could therefore contribute to the design of more effective anti-tumor therapies targeting EP2 and EP4.
G蛋白偶联受体EP2和EP4均被脂质信使前列腺素E2 (PGE2)激活,诱导细胞内产生环AMP (cAMP),最终影响基因表达。细胞对PGE2反应的改变可能对免疫和疾病产生重要影响,但对EP2-EP4信号网络的详细了解尚缺乏。EP2和EP4通常在细胞中共表达,但它们对cAMP产生的具体贡献尚不清楚。实验数据表明,cAMP水平的不同取决于PGE2是否触发EP2或EP4,或两者兼而有之。为了更好地理解潜在的机制并预测细胞对PGE2的反应,我们建立了EP2和EP4 cAMP信号传导的数学模型,包括受体串扰。数学模型定性地再现了实验观察到的cAMP水平,并提供了EP2/EP4信号传导差异和共性的机制见解。我们发现配体结合动力学在单受体信号传导和受体间串扰中起着至关重要的作用。通过受体拮抗剂抑制PGE2信号在肿瘤免疫学中越来越受到关注。因此,这些数学模型有助于设计更有效的针对EP2和EP4的抗肿瘤疗法。
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引用次数: 0
Strategic synergies: Dispersal and resource allocation in mitigating tipping cascades 战略协同效应:缓解引爆级联的分散和资源分配。
IF 2 4区 数学 Q2 BIOLOGY Pub Date : 2025-10-14 DOI: 10.1016/j.jtbi.2025.112281
Saswati Biswas, Sudeshna Sinha
While ecosystems may experience sudden transitions to a degraded state under intensified exploitation, the impact of additional food provision in exploited patchy environments remains largely unexplored. This study investigates the trade-off between connectivity and resource allocation in mitigating tipping points that could lead to metacommunity-level population collapse. We first explore predator-prey dynamics within an isolated patch, investigating the effects of predator harvesting and additional food provision on population persistence. Our results reveal that, while additional food can rescue predators in scarcity, excessive provisioning may disrupt the trophic balance. Strategic harvesting helps mitigate this risk, but multistability across harvesting intensities complicates ecological management. Extending our analysis to a two-patch system with diffusive coupling, we find that a carefully calibrated food share ratio between patches is essential for long-term steady-state coexistence, with the required ratio modulated by coupling strength. However, beyond a critical dispersal threshold, stability can be maintained without strict adherence to a specific supply ratio. While dispersal aids in local predator rescue, higher flow can trigger a tipping point, resulting in catastrophic predator collapses across the metacommunity. Our findings reveal a potential rescue mechanism in which maintaining adequate food quality – ensuring uniformity across patches – is crucial to preventing abrupt population extinction, especially under strong connectivity. Overall, our study underscores the importance of integrating dispersal dynamics and the resource allocation mechanism in shaping ecosystem resilience, providing insight into strategies to mitigate population collapses in fragmented habitats.
在集约化开发的情况下,生态系统可能会突然过渡到退化状态,但在被开发的零散环境中增加粮食供应的影响在很大程度上仍未得到探索。本研究探讨了连接性和资源分配之间的权衡,以减轻可能导致元社区水平人口崩溃的临界点。我们首先在一个孤立的斑块内探索捕食者-猎物动态,研究捕食者捕获和额外食物供应对种群持久性的影响。我们的研究结果表明,虽然额外的食物可以在稀缺的情况下拯救捕食者,但过度供应可能会破坏营养平衡。战略性采伐有助于减轻这种风险,但采伐强度之间的多重稳定性使生态管理复杂化。将我们的分析扩展到具有扩散耦合的两个斑块系统,我们发现斑块之间精心校准的食物份额比例对于长期稳态共存至关重要,所需比例由耦合强度调节。然而,超过临界扩散阈值后,可以在不严格遵守特定供应比例的情况下保持稳定性。虽然分散有助于局部捕食者的救援,但更高的流量可能引发临界点,导致整个元群落的灾难性捕食者崩溃。我们的发现揭示了一种潜在的救援机制,在这种机制中,保持足够的食物质量——确保各个斑块的均匀性——对于防止种群突然灭绝至关重要,尤其是在强连通性的情况下。总体而言,我们的研究强调了整合分散动力学和资源分配机制在塑造生态系统恢复力方面的重要性,为减轻碎片化栖息地中种群崩溃的策略提供了见解。
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引用次数: 0
Antigenic cooperation in viral populations: Maximal load on viruses and self-sufficiency of persistent viruses 病毒群体中的抗原合作:病毒的最大负荷和持久性病毒的自给自足。
IF 2 4区 数学 Q2 BIOLOGY Pub Date : 2025-10-14 DOI: 10.1016/j.jtbi.2025.112282
Leonid Bunimovich , Athulya Ram
The paper continues the study of the phenomenon of local immunodeficiency in viral cross-immunoreactivity networks, with a focus on the roles and interactions between central and persistent viral variants. As usual, only the state of stable (i.e. observable) local immunodeficiency is analyzed. First, we show that a single central viral variant has an upper limit for the number of persistent viral variants that it can support. Our findings reveal that in viral cross-immunoreactivity networks, central viruses act essentially autonomously from each other. Namely, connections between central viruses change neither their qualitative roles nor the quantitative values of the strengths of their connections in the cross-immunoreactivity networks. In other words, each central virus does exactly the same actions, and has the same strengths with or without specific structural features such as central viruses. This indicates that local immunodeficiency can arise purely from the network structure. However, having more central viruses allows to keep the sizes of populations of persistent viruses at higher levels. Likewise, the strength of the immune response against any central virus remains at the same constant level regardless of how many persistent viruses this central virus supports (i.e. shields from the immune response of the host’s immune system). It is also shown that viruses strongly compete with each other in order to become persistent in the state of stable local immunodeficiency. We also present an (quite unexpected) example of a cross-immunoreactivity network with stable local immunodeficiency that only consists of persistent viral variants, which shows that persistent viruses may demonstrate a kind of self-consistency.
本文继续研究病毒交叉免疫反应网络中的局部免疫缺陷现象,重点关注中心型和持续性病毒变体之间的作用和相互作用。通常,只分析稳定的(即可观察的)局部免疫缺陷状态。首先,我们证明了一个单一的中心病毒变体对它所能支持的持续病毒变体的数量有上限。我们的研究结果表明,在病毒交叉免疫反应网络中,中心病毒基本上是相互自主地起作用的。也就是说,中心病毒之间的连接既不会改变它们的定性作用,也不会改变它们在交叉免疫反应性网络中连接强度的定量值。换句话说,每个中心病毒都有完全相同的行为,并且有或没有特定的结构特征(如中心病毒)具有相同的强度。这表明局部免疫缺陷可能纯粹由网络结构引起。然而,拥有更多的中心病毒可以使持久性病毒的种群规模保持在较高的水平。同样,对任何中心病毒的免疫反应强度保持在相同的恒定水平,无论该中心病毒支持多少持久性病毒(即屏蔽宿主免疫系统的免疫反应)。研究还表明,病毒之间存在着激烈的竞争,以维持稳定的局部免疫缺陷状态。我们还提出了一个(相当出乎意料的)具有稳定局部免疫缺陷的交叉免疫反应网络的例子,该网络仅由持久性病毒变体组成,这表明持久性病毒可能表现出一种自我一致性。
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引用次数: 0
Optimisation of neoadjuvant pembrolizumab therapy for locally advanced MSI-H/dMMR colorectal cancer using data-driven delay integro-differential equations. 利用数据驱动的延迟积分微分方程优化局部晚期MSI-H/dMMR结直肠癌的新辅助派姆单抗治疗。
IF 2 4区 数学 Q2 BIOLOGY Pub Date : 2025-10-07 Epub Date: 2025-08-05 DOI: 10.1016/j.jtbi.2025.112231
Georgio Hawi, Peter S Kim, Peter P Lee

Colorectal cancer (CRC) poses a major public health challenge due to its increasing prevalence, particularly among younger populations. Microsatellite instability-high (MSI-H) CRC and deficient mismatch repair (dMMR) CRC constitute 15 % of all CRC and exhibit remarkable responsiveness to immunotherapy, especially with PD-1 inhibitors. Despite this, there is a significant need to optimise immunotherapeutic regimens to maximise clinical efficacy and patient quality of life. To address this, we employ a novel framework driven by delay integro-differential equations to model the interactions among cancer cells, immune cells, and immune checkpoints in locally advanced MSI-H/dMMR CRC (laMCRC). Several of these components are being modelled deterministically for the first time in cancer, paving the way for a deeper understanding of the complex underlying immune dynamics. We consider two compartments: the tumour site and the tumour-draining lymph node, incorporating phenomena such as dendritic cell (DC) migration, T cell proliferation, and CD8+ T cell exhaustion and reinvigoration. Parameter values and initial conditions are derived from experimental data, integrating various pharmacokinetic, bioanalytical, and radiographic studies, along with deconvolution of bulk RNA-sequencing data from the TCGA COADREAD and GSE26571 datasets. We finally optimised neoadjuvant treatment with pembrolizumab, a widely used PD-1 inhibitor, to balance efficacy, efficiency, and toxicity in laMCRC patients. We mechanistically analysed factors influencing treatment success and improved upon currently FDA-approved therapeutic regimens for metastatic MSI-H/dMMR CRC, demonstrating that a single medium-to-high dose of pembrolizumab may be sufficient for effective tumour eradication while being efficient, safe and practical.

结直肠癌(CRC)由于其发病率不断上升,特别是在年轻人群中,对公共卫生构成了重大挑战。微卫星不稳定性高(MSI-H) CRC和缺陷错配修复(dMMR) CRC占所有CRC的15%,对免疫治疗表现出显着的反应性,特别是使用PD-1抑制剂。尽管如此,仍有必要优化免疫治疗方案,以最大限度地提高临床疗效和患者的生活质量。为了解决这个问题,我们采用了一个由延迟积分微分方程驱动的新框架来模拟局部晚期MSI-H/dMMR CRC (laMCRC)中癌细胞、免疫细胞和免疫检查点之间的相互作用。其中一些成分首次在癌症中被确定地建模,为更深入地理解复杂的潜在免疫动力学铺平了道路。我们考虑两个区室:肿瘤部位和肿瘤引流淋巴结,包括树突状细胞(DC)迁移、T细胞增殖和CD8+ T细胞衰竭和再生等现象。参数值和初始条件来自实验数据,整合了各种药代动力学,生物分析和放射学研究,以及来自TCGA COADREAD和GSE26571数据集的大量rna测序数据的反卷积。我们最终优化了pembrolizumab(一种广泛使用的PD-1抑制剂)的新辅助治疗,以平衡laMCRC患者的疗效、效率和毒性。我们机械地分析了影响治疗成功的因素,并改进了目前fda批准的转移性MSI-H/dMMR CRC的治疗方案,证明单次中至高剂量的派姆单抗可能足以有效地根除肿瘤,同时是高效、安全和实用的。
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引用次数: 0
期刊
Journal of Theoretical Biology
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