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Probing the binding of morin with alpha-2-macroglobulin using multi-spectroscopic and molecular docking approach 利用多光谱和分子对接方法探测桑苷与α -2巨球蛋白的结合
IF 1.8 4区 生物学 Q3 Physics and Astronomy Pub Date : 2023-03-13 DOI: 10.1007/s10867-023-09629-z
Sana Ansari, Mohammad Khalid Zia, Shamila Fatima, Haseeb Ahsan, Fahim H. Khan

Alpha-2-macroglobulin (α2M) is an essential antiproteinase that is widely distributed in human plasma. The present study was aimed at investigating the binding of a potential therapeutic dietary flavonol, morin, with human α2M using a multi-spectroscopic and molecular docking approach. Recently, flavonoid-protein interaction has gained significant attention, because a majority of dietary bioactive components interact with proteins, thereby altering their structure and function. The results of the activity assay exhibited a 48% reduction in the antiproteolytic potential of α2M upon interaction with morin. Fluorescence quenching tests unequivocally confirmed quenching in the fluorescence of α2M in the presence of morin, conforming complex formation and demonstrating that the binding mechanism involves a dynamic mode of interaction. Synchronous fluorescence spectra of α2M with morin showed perturbation in the microenvironment around tryptophan residues. Furthermore, structural changes were observed through CD and FT-IR, showing alterations in the secondary structure of α2M induced by morin. FRET further supports the results of the dynamic mode of quenching. Moderate interaction is shown by binding constant values using Stern–Volmer’s fluorescence spectroscopy. Morin binds to α2M at 298 K with a binding constant of 2.7 × 104 M−1, indicating the strength of the association. The α2M-morin system was found to have negative ΔG values, which suggests that the binding process was spontaneous. Molecular docking also reveals the different amino acid residues involved in this binding process, revealing that the binding energy is -8.1 kcal/mol.

α -2巨球蛋白(α2M)是广泛存在于人血浆中的一种必需的抗蛋白酶。本研究旨在利用多光谱和分子对接方法研究一种具有潜在治疗作用的膳食黄酮醇桑里苷与人α2M的结合。近年来,类黄酮与蛋白质的相互作用引起了人们的广泛关注,因为大多数膳食生物活性成分与蛋白质相互作用,从而改变了蛋白质的结构和功能。活性测定结果显示,与桑里素相互作用后,α2M的抗蛋白水解能力降低48%。荧光猝灭实验明确证实了桑苷存在时α2M的荧光猝灭,符合配合物的形成,表明其结合机制涉及一个动态的相互作用模式。在色氨酸残基周围的微环境中,桑精α - 2m的同步荧光光谱显示出扰动。此外,通过CD和FT-IR观察到α2M的结构变化,表明桑精诱导α2M二级结构发生改变。FRET进一步支持动态淬火模式的结果。用斯特恩-沃尔默荧光光谱法通过结合常数值显示了适度的相互作用。Morin在298 K时与α2M结合,结合常数为2.7 × 104 M−1,表明其结合强度。α2M-morin体系的ΔG值为负值,表明其结合过程是自发的。分子对接还揭示了参与该结合过程的不同氨基酸残基,揭示了结合能为-8.1 kcal/mol。
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引用次数: 1
Neural waves and short-term memory in a neural net model 神经网络模型中的神经波和短期记忆
IF 1.8 4区 生物学 Q3 Physics and Astronomy Pub Date : 2023-03-02 DOI: 10.1007/s10867-023-09627-1
Stephen Selesnick

We show that recognizable neural waveforms are reproduced in the model described in previous work. In so doing, we reproduce close matches to certain observed, though filtered, EEG-like measurements in closed mathematical form, to good approximations. Such neural waves represent the responses of individual networks to external and endogenous inputs and are presumably the carriers of the information used to perform computations in actual brains, which are complexes of interconnected networks. Then, we apply these findings to a question arising in short-term memory processing in humans. Namely, we show how the anomalously small number of reliable retrievals from short-term memory found in certain trials of the Sternberg task is related to the relative frequencies of the neural waves involved. This finding justifies the hypothesis of phase-coding, which has been posited as an explanation of this effect.

我们表明,可识别的神经波形在先前工作中描述的模型中重现。在这样做的过程中,我们以封闭的数学形式再现了与某些观察到的密切匹配,尽管经过过滤,类似脑电图的测量结果,达到了很好的近似。这些神经波代表了单个网络对外部和内部输入的反应,并且可能是实际大脑中用于执行计算的信息的载体,而实际大脑是相互连接的网络的复合体。然后,我们将这些发现应用于人类短期记忆处理中出现的问题。也就是说,我们展示了在斯滕伯格任务的某些试验中,从短期记忆中发现的异常少量的可靠检索是如何与所涉及的神经波的相对频率相关的。这一发现证明了相位编码的假设是正确的,这一假设被认为是对这种效应的解释。
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引用次数: 0
Cellular nitric oxide synthesis is affected by disorders in the interdependent (Ca^{2+}) and (IP_{3}) dynamics during cystic fibrosis disease 在囊性纤维化疾病期间,细胞一氧化氮合成受到相互依赖的(Ca^{2+})和(IP_{3})动力学紊乱的影响
IF 1.8 4区 生物学 Q3 Physics and Astronomy Pub Date : 2023-02-22 DOI: 10.1007/s10867-022-09624-w
Ankit B. Kothiya, Neeru Adlakha

Calcium ((Ca^{2+})), inositol trisphosphate ((IP_3)), and nitric oxide (NO) signaling are essential to maintain the structural integrity and physiological activity of fibroblast cells. The accumulation of excess quantity of NO for longer periods can lead to a variety of fibrotic disorders, including heart disease, penile fibrosis in Peyronie’s disease (PD), and cystic fibrosis. The dynamics of these three signaling processes and their interdependence in fibroblast cells are not clearly known to date. A systems biology model is proposed using reaction-diffusion equations for calcium, (IP_3), and calcium-dependent NO synthesis in fibroblast cells. The finite element method (FEM) is used to examine (Ca^{2+}), (IP_3), and NO regulation and dysregulation in cells. The results throw light on the conditions that disturb the coupled (Ca^{2+}) and (IP_3) dynamics and the influence of these factors on the levels of NO concentration in the fibroblast cell. The findings suggest that changes in source inflow, buffers, and diffusion coefficient might induce an increase or reduction in nitric oxide and (IP_3) synthesis, resulting in fibroblast cell diseases. Furthermore, the findings provide new information regarding the size and intensity of diseases in response to changes in several factors of their dynamics, which has been linked to the development of cystic fibrosis and cancer. This knowledge could be valuable for developing novel approaches to the diagnosis of diseases and therapies for various disorders of fibroblast cells.

钙((Ca^{2+}))、三磷酸肌醇((IP_3))和一氧化氮(NO)信号对于维持成纤维细胞的结构完整性和生理活性至关重要。长时间积累过量NO可导致多种纤维化疾病,包括心脏病、佩罗尼氏病(PD)的阴茎纤维化和囊性纤维化。迄今为止,成纤维细胞中这三种信号过程的动力学及其相互依赖性尚不清楚。一个系统生物学模型提出使用反应扩散方程钙,(IP_3),和钙依赖性NO合成成纤维细胞。采用有限元法(FEM)检测(Ca^{2+}), (IP_3)和细胞内NO的调节和失调。结果揭示了干扰耦合(Ca^{2+})和(IP_3)动力学的条件以及这些因素对成纤维细胞NO浓度水平的影响。研究结果表明,源流入、缓冲液和扩散系数的变化可能导致一氧化氮和(IP_3)合成的增加或减少,从而导致成纤维细胞疾病。此外,这些发现提供了关于疾病的大小和强度的新信息,这些信息是对其动态变化的几个因素的反应,这些因素与囊性纤维化和癌症的发展有关。这些知识对于开发疾病诊断和各种成纤维细胞疾病治疗的新方法是有价值的。
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引用次数: 7
Adaptive behaviors of Drosophila larvae on slippery surfaces 果蝇幼虫在光滑表面的适应行为
IF 1.8 4区 生物学 Q3 Physics and Astronomy Pub Date : 2023-02-15 DOI: 10.1007/s10867-023-09626-2
Li Guo, Yixuan Sun, Sijian Liu

Friction is ubiquitous but an essential force for insects during locomotion. Insects use dedicated bio-mechanical systems such as adhesive pads to modulate the intensity of friction, providing a stable grip with touching substrates for locomotion. However, how to uncover behavioral adaptation and regulatory neural circuits of friction modification is still largely understood. In this study, we devised a novel behavior paradigm to investigate adaptive behavioral alternation of Drosophila larvae under low-friction surfaces. We found a tail looseness phenotype similar to slipping behavior in humans, as a primary indicator to assess the degree of slipping. We found a gradual reduction on slipping level in wild-type larvae after successive larval crawling, coupled with incremental tail contraction, displacement, and speed acceleration. Meanwhile, we also found a strong correlation between tail looseness index and length of contraction, suggesting that lengthening tail contraction may contribute to enlarging the contact area with the tube. Moreover, we found a delayed adaptation in rut mutant larvae, inferring that neural plasticity may participate in slipping adaptation. In conclusion, our paradigm can be easily and reliably replicated, providing a feasible pathway to uncover the behavioral principle and neural mechanism of acclimation of Drosophila larvae to low-friction conditions.

摩擦力无处不在,但却是昆虫运动过程中必不可少的力量。昆虫使用专用的生物机械系统,如粘接垫来调节摩擦强度,为运动提供稳定的抓地力。然而,如何揭示摩擦调节的行为适应和调节神经回路仍有很大的了解。在本研究中,我们设计了一种新的行为范式来研究果蝇幼虫在低摩擦表面下的适应性行为变化。我们发现尾巴松动表型类似于人类的滑动行为,作为评估滑动程度的主要指标。我们发现,野生型幼虫在连续爬行后,滑动水平逐渐降低,同时尾部收缩、位移和速度加速增加。同时,我们还发现尾翼松动指数与尾翼收缩长度之间存在较强的相关性,表明尾翼收缩长度的延长可能有助于扩大尾翼与管材的接触面积。此外,我们还发现了车辙突变体幼虫的延迟适应,推测神经可塑性可能参与了滑动适应。综上所述,我们的模式可以简单可靠地复制,为揭示果蝇幼虫适应低摩擦条件的行为原理和神经机制提供了可行的途径。
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引用次数: 0
Bistability regulates TNFR2-mediated survival and death of T-regulatory cells 双稳定性调节tnfr2介导的t调节性细胞的存活和死亡
IF 1.8 4区 生物学 Q3 Physics and Astronomy Pub Date : 2023-02-13 DOI: 10.1007/s10867-023-09625-3
Suvankar Halder, Samrat Chatterjee

A subgroup of T cells called T-regulatory cells (Tregs) regulates the body’s immune responses to maintain homeostasis and self-tolerance. Tregs are crucial for preventing illnesses like cancer and autoimmunity. However, contrasting patterns of Treg frequency are observed in different autoimmune diseases. The commonality of tumour necrosis factor receptor 2 (TNFR2) defects and decrease in Treg frequency on the onset of autoimmunity demands an in-depth study of the TNFR2 pathway. To unravel this mystery, we need to study the mechanism of cell survival and death in Tregs. Here, we construct an ordinary differential equation (ODE)-based model to capture the mechanism of cell survival and apoptosis in Treg cells via TNFR2 signalling. The sensitivity analysis reveals that the input stimulus, the concentration of tumour necrosis factor (TNF), is the most sensitive parameter for the model system. The model shows that the cell goes into survival or apoptosis via bistable switching. Through hysteretic switching, the system tries to cope with the changing stimuli. In order to understand how stimulus strength and feedback strength influence cell survival and death, we compute bifurcation diagrams and obtain cell fate maps. Our results indicate that the elevated TNF concentration and increased c-Jun N-terminal kinase (JNK) phosphorylation are the major contributors to the death of T-regulatory cells. Biological evidence cements our hypothesis and can be controlled by reducing the TNF concentration. Finally, the system was studied under stochastic perturbation to see the effect of noise on the system’s dynamics. We observed that introducing random perturbations disrupts the bistability, reducing the system’s bistable region, which can affect the system’s normal functioning.

T细胞的一个亚群称为T调节细胞(Tregs)调节身体的免疫反应,以维持体内平衡和自我耐受性。Tregs对预防癌症和自身免疫等疾病至关重要。然而,在不同的自身免疫性疾病中观察到不同的Treg频率模式。肿瘤坏死因子受体2 (TNFR2)缺陷和Treg频率降低在自身免疫发病中的共性要求对TNFR2通路进行深入研究。为了解开这个谜团,我们需要研究Tregs细胞存活和死亡的机制。在这里,我们构建了一个基于常微分方程(ODE)的模型来捕捉通过TNFR2信号传导的Treg细胞的细胞存活和凋亡机制。灵敏度分析表明,输入刺激因子肿瘤坏死因子(TNF)的浓度是模型系统最敏感的参数。该模型表明细胞通过双稳态开关进入存活或凋亡。通过迟滞切换,系统试图应对不断变化的刺激。为了了解刺激强度和反馈强度对细胞生存和死亡的影响,我们计算了分岔图,得到了细胞命运图。我们的研究结果表明,TNF浓度升高和c-Jun n -末端激酶(JNK)磷酸化增加是t调节细胞死亡的主要原因。生物学证据巩固了我们的假设,并且可以通过降低TNF浓度来控制。最后,对随机扰动下的系统进行了研究,考察了噪声对系统动力学的影响。我们观察到,引入随机扰动会破坏系统的双稳性,减少系统的双稳区,从而影响系统的正常运行。
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引用次数: 1
Exploring the interaction of myricetin with human alpha-2-macroglobulin: biophysical and in-silico analysis 探索杨梅素与人α -2巨球蛋白的相互作用:生物物理和计算机分析
IF 1.8 4区 生物学 Q3 Physics and Astronomy Pub Date : 2023-01-20 DOI: 10.1007/s10867-022-09621-z
Sana Ansari, Haseeb Ahsan, Mohammad Khalid Zia, Mansour K. Gatasheh, Fahim H. Khan

Myricetin (MYR) is a bioactive secondary metabolite found in plants that is recognized for its nutraceutical value and is an essential constituent of various foods and beverages. It is reported to exhibit a plethora of activities, including antioxidant, antimicrobial, antidiabetic, anticancer, and anti-inflammatory. Alpha-2-macroglobulin (α2M) is a major plasma anti-proteinase that can inhibit proteinases of both human and non-human origin, regardless of their specificity and catalytic mechanism. Here, we explored the interaction of MYR-α2M using various biochemical and biophysical techniques. It was found that the interaction of MYR brings subtle change in its anti-proteolytic potential and thereby alters its structure and function, as can be seen from absorbance and fluorescence spectroscopy. UV spectroscopy of α2M in presence of MYR indicated the occurrence of hyperchromism, suggesting complex formation. Fluorescence spectroscopy reveals that MYR reduces the fluorescence intensity of native α2M with a shift in the wavelength maxima. At 318.15 K, MYR binds to α2M with a binding constant of 2.4 × 103 M−1, which indicates significant binding. The ΔG value was found to be − 7.56 kcal mol−1 at 298.15 K, suggesting the interaction to be spontaneous and thermodynamically favorable. The secondary structure of α2M does not involve any major change as was confirmed by CD analysis. The molecular docking indicates that Asp-146, Ser-172, Glu-174, and Tyr-180 were the key residues involved in α2M-MYR complex formation. This study contributes to our understanding of the function and mechanism of protein and flavonoid binding by providing a molecular basis of the interaction between MYR and α2M.

杨梅素(Myricetin, MYR)是一种在植物中发现的具有生物活性的次生代谢物,因其营养价值而被公认,是各种食品和饮料的基本成分。据报道,它具有多种活性,包括抗氧化、抗菌、抗糖尿病、抗癌和抗炎。α -2-巨球蛋白(α2M)是一种主要的血浆抗蛋白酶,无论其特异性和催化机制如何,都能抑制人类和非人类来源的蛋白酶。在这里,我们利用各种生化和生物物理技术探索了MYR-α2M的相互作用。从吸光度和荧光光谱可以看出,MYR的相互作用使其抗蛋白水解电位发生了微妙的变化,从而改变了其结构和功能。在MYR存在下,α - 2m的紫外光谱显示出了高显色现象,表明形成了复合物。荧光光谱分析表明,MYR降低了天然α2M的荧光强度,最大波长发生偏移。在318.15 K时,MYR与α2M结合,结合常数为2.4 × 103 M−1,表明MYR与α2M结合显著。在298.15 K时,ΔG值为−7.56 kcal mol−1,表明相互作用是自发的,热力学上有利。CD分析证实α2M的二级结构没有发生大的变化。分子对接表明Asp-146、Ser-172、Glu-174和tir -180是参与α2M-MYR复合物形成的关键残基。本研究为MYR与α2M相互作用提供了分子基础,有助于我们进一步了解蛋白与类黄酮结合的功能和机制。
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引用次数: 3
Determinant factors for residence time of kinesin motors at microtubule ends 微管末端驱动电机停留时间的决定因素
IF 1.8 4区 生物学 Q3 Physics and Astronomy Pub Date : 2023-01-16 DOI: 10.1007/s10867-022-09623-x
Ping Xie

Kinesins constitute a superfamily of microtubule (MT)-based motor proteins, which can perform diverse biological functions in cells such as transporting vesicle, regulating MT dynamics, and segregating chromosome. Some motors such as kinesin-1, kinesin-2, and kinesin-3 do the activity mainly on the MT lattice, while others such as kinesin-7 and kinesin-8 do the activity mainly at the MT plus end. To perform the different functions, it is required that the former motors can reside on the MT lattice for longer times than at the end, while the latter motors can reside at the MT plus end for long times. Here, a simple but general theory of the MT-end residence time of the kinesin motor is presented, with which the factors dictating the residence time are determined. The theory is further used to study specifically the MT-end residence times of Drosophila kinesin-1, kinesin-2/KIF3AB, kinesin-3/Unc104, kinesin-5/Eg5, kinesin-7/CENP-E, and kinesin-8/Kip3 motors, with the theoretical results being in agreement with the available experimental data.

运动蛋白是一个基于微管(MT)的运动蛋白超家族,在细胞中具有转运囊泡、调节MT动力学和染色体分离等多种生物学功能。一些马达,如kinesin-1、kinesin-2和kinesin-3主要在MT晶格上进行活性,而其他马达,如kinesin-7和kinesin-8主要在MT +端进行活性。为了实现不同的功能,要求前者电机在MT晶格上驻留的时间比末端长,而后者电机在MT +端驻留的时间比末端长。本文提出了一种简单而通用的运动马达mt -末端停留时间理论,并据此确定了决定停留时间的因素。该理论进一步应用于果蝇kinesin-1、kinesin-2/KIF3AB、kinesin-3/Unc104、kinesin-5/Eg5、kinesin-7/CENP-E和kinesin-8/Kip3马达的mt -末端停留时间的具体研究,理论结果与现有实验数据一致。
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引用次数: 0
Energy-guided synapse coupling between neurons under noise 噪声下神经元间能量引导突触耦合
IF 1.8 4区 生物学 Q3 Physics and Astronomy Pub Date : 2023-01-14 DOI: 10.1007/s10867-022-09622-y
Bo Hou, Jun Ma, Feifei Yang

From a physical viewpoint, any external stimuli including noise disturbance can inject energy into the media, and the electric response is regulated by the equivalent electric stimulus. For example, mode transition in electric activities in neurons occurs and kinds of spatial patterns are formed during the wave propagation. In this paper, a feasible criterion is suggested to explain and control the growth of electric synapse and memristive synapse between Hindmarsh-Rose neurons in the presence of noise. It is claimed that synaptic coupling can be enhanced adaptively due to energy diversity, and the coupling intensity is increased to a saturation value until two neurons reach certain energy balance. Two identical neurons can reach perfect synchronization when electric synapse coupling is further increased. This scheme is also considered in a chain neural network and uniform noise is applied on all neurons. However, reaching synchronization becomes difficult for neurons in presenting spiking, bursting, and chaotic and periodic patterns, even when the local energy balance is corrupted to continue further growth of the coupling intensity. In the presence of noise, energy diversity becomes uncertain because of spatial diversity in excitability, and development of regular patterns is blocked. The similar scheme is used to control the growth of memristive synapse for neurons, and the synchronization stability and pattern formation are controlled by the energy diversity among neurons effectively. These results provide possible guidance for knowing the biophysical mechanism for synapse growth and energy flow can be applied to control the synchronous patterns between neurons.

从物理角度看,包括噪声干扰在内的任何外界刺激都可以向介质注入能量,电响应受等效电刺激的调节。例如,神经元的电活动发生模式转换,电波在传播过程中形成各种空间模式。本文提出了一种可行的解释和控制噪声存在下Hindmarsh-Rose神经元间电突触和记忆突触生长的判据。由于能量的多样性,突触耦合可以自适应增强,耦合强度增加到一个饱和值,直到两个神经元达到一定的能量平衡。当电突触耦合进一步增加时,两个相同的神经元可以达到完全同步。在链式神经网络中也考虑了该方案,并对所有神经元施加均匀噪声。然而,即使局部能量平衡被破坏以继续耦合强度的进一步增长,神经元在呈现尖峰、爆裂、混沌和周期性模式时也难以达到同步。在噪声存在的情况下,由于兴奋性的空间分异,能量分异变得不确定,规则模式的发展受到阻碍。采用类似的方法控制神经元记忆突触的生长,有效地利用神经元间的能量多样性控制同步稳定性和模式形成。这些结果为了解突触生长的生物物理机制提供了可能的指导,能量流动可以用于控制神经元之间的同步模式。
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引用次数: 4
Computational analysis of synergism in small networks with different logic 不同逻辑下小网络协同效应的计算分析
IF 1.8 4区 生物学 Q3 Physics and Astronomy Pub Date : 2022-12-29 DOI: 10.1007/s10867-022-09620-0
Menghan Chen, Ruiqi Wang

Cell fate decision processes are regulated by networks which contain different molecules and interactions. Different network topologies may exhibit synergistic or antagonistic effects on cellular functions. Here, we analyze six most common small networks with regulatory logic AND or OR, trying to clarify the relationship between network topologies and synergism (or antagonism) related to cell fate decisions. We systematically examine the contribution of both network topologies and regulatory logic to the cell fate synergism by bifurcation and combinatorial perturbation analysis. Initially, under a single set of parameters, the synergism of three types of networks with AND and OR logic is compared. Furthermore, to consider whether these results depend on the choices of parameter values, statistics on the synergism of five hundred parameter sets is performed. It is shown that the results are not sensitive to parameter variations, indicating that the synergy or antagonism mainly depends on the network topologies rather than the choices of parameter values. The results indicate that the topology with “Dual Inhibition” shows good synergism, while the topology with “Dual Promotion” or “Hybrid” shows antagonism. The results presented here may help us to design synergistic networks based on network structure and regulation combinations, which has promising implications for cell fate decisions and drug combinations.

细胞命运的决定过程是由包含不同分子和相互作用的网络调控的。不同的网络拓扑结构可能对细胞功能表现出协同或拮抗作用。在这里,我们分析了六个最常见的具有与或调控逻辑的小网络,试图澄清网络拓扑结构与与细胞命运决定相关的协同(或拮抗)之间的关系。我们通过分岔和组合摄动分析系统地研究了网络拓扑结构和调控逻辑对细胞命运协同作用的贡献。首先,在一组参数下,比较了三种具有与或逻辑的网络的协同作用。此外,为了考虑这些结果是否取决于参数值的选择,对500个参数集的协同作用进行了统计。结果表明,网络的协同或对抗主要取决于网络的拓扑结构,而不是参数值的选择。结果表明,“双抑制”拓扑具有较好的协同作用,而“双促进”或“混合”拓扑具有拮抗作用。本文提出的结果可能有助于我们设计基于网络结构和调控组合的协同网络,这对细胞命运决定和药物组合具有重要意义。
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引用次数: 0
Clinical effects of 2-DG drug restraining SARS-CoV-2 infection: A fractional order optimal control study 2-DG药物抑制SARS-CoV-2感染的临床效果:分数阶最优对照研究
IF 1.8 4区 生物学 Q3 Physics and Astronomy Pub Date : 2022-12-02 DOI: 10.1007/s10867-022-09617-9
Piu Samui, Jayanta Mondal, Bashir Ahmad, Amar Nath Chatterjee

Fractional calculus is very convenient tool in modeling of an emergent infectious disease system comprising previous disease states, memory of disease patterns, profile of genetic variation etc. Significant complex behaviors of a disease system could be calibrated in a proficient manner through fractional order derivatives making the disease system more realistic than integer order model. In this study, a fractional order differential equation model is developed in micro level to gain perceptions regarding the effects of host immunological memory in dynamics of SARS-CoV-2 infection. Additionally, the possible optimal control of the infection with the help of an antiviral drug, viz. 2-DG, has been exemplified here. The fractional order optimal control would enable to employ the proper administration of the drug minimizing its systematic cost which will assist the health policy makers in generating better therapeutic measures against SARS-CoV-2 infection. Numerical simulations have advantages to visualize the dynamical effects of the immunological memory and optimal control inputs in the epidemic system.

分数阶微积分是一种非常方便的工具,可以用来模拟突发传染病系统,该系统包括以前的疾病状态、疾病模式记忆、遗传变异谱等。通过分数阶导数可以熟练地校准疾病系统的重要复杂行为,使疾病系统比整数阶模型更真实。在本研究中,建立了微观水平的分数阶微分方程模型,以了解宿主免疫记忆在SARS-CoV-2感染动力学中的作用。此外,在抗病毒药物(即2-DG)的帮助下,对感染的可能的最佳控制已在这里举例说明。分数阶最优控制将使适当的药物管理最小化其系统成本,这将有助于卫生政策制定者制定更好的治疗SARS-CoV-2感染的措施。数值模拟有利于可视化疫情系统中免疫记忆和最优控制输入的动态效应。
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引用次数: 3
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