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Multiscale frameworks for exploring protein energy landscapes: advances in theory and simulation 探索蛋白质能量景观的多尺度框架:理论和模拟的进展
IF 2 4区 生物学 Q3 BIOPHYSICS Pub Date : 2026-06-26 DOI: 10.1007/s10867-026-09718-9
Patryk Adam Wesołowski

Energy landscape theory provides a unifying framework for describing protein structure, dynamics, and function across hierarchies of spatial and temporal scales. In practice, however, protein energy landscapes are never accessed directly; they are represented through a hierarchy of theoretical models, from quantum mechanical potential energy surfaces to coarse-grained potentials of mean force. Each level of description entails a systematic reduction of degrees of freedom and a corresponding transformation of the underlying landscape. In this review, we examine how protein energy landscape representations change under successive approximations to the molecular Hamiltonian, with particular emphasis on the emergence, interpretation, and robustness of landscape concepts across scales. We argue that many simplified models succeed not because they reproduce microscopic interactions in detail, but because key topological features of the landscape, such as funnels, barriers, and competing basins, are preserved under projection. This article also clarifies the physical principles underlying coarse-graining, solvent modelling, and multilevel simulation strategies and demonstrates why energy landscape theory remains predictive despite reduced chemical resolution, highlighting its role as a unifying framework for exploring biomolecular space.

能量景观理论为描述蛋白质的结构、动态和功能提供了一个统一的框架。然而,在实践中,蛋白质能量景观从未被直接获取;它们通过理论模型的层次结构来表示,从量子力学势能面到粗粒度的平均力势。每一个层次的描述都需要系统地减少自由度,并对底层景观进行相应的转换。在这篇综述中,我们研究了蛋白质能量景观表征在分子哈密顿量的连续近似下是如何变化的,特别强调了景观概念在不同尺度上的出现、解释和鲁棒性。我们认为,许多简化模型的成功并不是因为它们详细地再现了微观相互作用,而是因为景观的关键拓扑特征,如漏斗、屏障和竞争盆地,在投影下被保留了下来。本文还阐明了粗粒度、溶剂建模和多级模拟策略的物理原理,并论证了为什么尽管化学分辨率降低,能量景观理论仍然具有预测性,突出了其作为探索生物分子空间的统一框架的作用。
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引用次数: 0
Mapping increased flexibility and conformational divergence via N-terminal helix-to-coil transition in USP12 mutant Y49N: a comprehensive in-detail normal mode simulation study 在USP12突变体Y49N中,通过n端螺旋到线圈的转变映射增加的柔韧性和构象发散:一项全面详细的正态模拟研究
IF 2 4区 生物学 Q3 BIOPHYSICS Pub Date : 2026-06-26 DOI: 10.1007/s10867-026-09717-w
Ilina Bhattacharya, Ishani Paul, Mowmita Saha, Sujay Ray

The family of deubiquitinating enzymes is primarily involved in the removal of ubiquitin chains from specific target proteins. Among these proteins, ubiquitin-specific protease 12 (USP12 protein) has been identified as a key molecule in regulating cellular homeostasis, cancer progression, and immune regulation. This protein is reportedly associated with colorectal cancer, prostate cancer, and breast cancer, along with neurodegenerative disorders like Huntington’s disease. The study of mutations in USP12 could be crucial for understanding its impact on cancer and neurodegeneration, making it a potential target for therapeutics against such diseases. Our study uses a sequence-based and a structure-based screening method to identify a mutation in USP12 having the most deleterious and destabilizing effect. The mutation Y49N was found to significantly alter structural and biological functions of USP12 protein while compromising its stability. A total of 5000 conformations were generated for wild-type and Y49N_USP12 structures through normal mode analysis and a comparative study was conducted. We evaluated parameters like RMSD and Rg values to study structural divergence and reduced compactness in mutant protein conformations. Analysis of RMSF values of mutant protein showed significant structural deviations hinting at its increased flexibility. Further, heavily modified surface charge distributions were found through electrostatic surface charge mapping and fluctuations in energetic distribution indicated conformational perturbation. Moreover, the study shows how Y49N mutation could induce a helix to coil conversion in the N-terminal region of mutant protein structures throughout 5000 cycles of simulation. Our work helps advance our understanding of USP12 and its clinical value which needs to be explored further.

去泛素化酶家族主要参与去除特定靶蛋白上的泛素链。在这些蛋白中,泛素特异性蛋白酶12 (USP12蛋白)已被确定为调节细胞稳态、癌症进展和免疫调节的关键分子。据报道,这种蛋白质与结直肠癌、前列腺癌、乳腺癌以及亨廷顿舞蹈病等神经退行性疾病有关。对USP12突变的研究对于了解其对癌症和神经退行性疾病的影响至关重要,使其成为治疗此类疾病的潜在靶点。我们的研究使用基于序列和基于结构的筛选方法来鉴定USP12中具有最有害和最不稳定作用的突变。发现突变Y49N显著改变了USP12蛋白的结构和生物学功能,同时影响了其稳定性。通过正态分析得到野生型和Y49N_USP12结构共5000个构象,并进行对比研究。我们评估了RMSD和Rg值等参数,以研究突变蛋白构象的结构差异和紧凑性降低。对突变蛋白RMSF值的分析显示,突变蛋白的结构出现了明显的偏差,表明其柔韧性增加。此外,通过静电表面电荷映射发现表面电荷分布有很大的变化,能量分布的波动表明构象扰动。此外,该研究显示了Y49N突变如何在5000个模拟循环中诱导突变蛋白结构n端区域的螺旋到线圈转换。我们的工作有助于我们进一步了解USP12及其临床价值,这需要进一步探索。
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引用次数: 0
A thermodynamically consistent approach to modeling epithelial solute and water transport in the proximal convoluted tubule 在近曲小管中模拟上皮溶质和水运输的热力学一致方法。
IF 2 4区 生物学 Q3 BIOPHYSICS Pub Date : 2026-06-19 DOI: 10.1007/s10867-026-09713-0
Leyla Noroozbabaee, Jarrah M. Dowrick, Pablo J. Blanco, David P. Nickerson

This study presents a novel approach to modeling fluid and ion transport in the proximal convoluted tubule (PCT) of the nephron using bond graphs. Bond graphs provide a robust framework for analyzing complex systems, explicitly depicting multi-domain energy exchange. Leveraging the modular nature of bond graphs, we first defined resistive modules representing membranes and capacitive modules representing solution-filled compartments, then coupled them using circuit theory. Our implementation extends beyond previous bond graph models of physiological processes by explicitly representing volumetric flow as a distinct variable within capacitive modules. In so doing, our model enables the consideration of mechanotransduction effects, where changes in fluid volume can influence membrane transporter activity, a crucial aspect of PCT function. Our bond graph model of the PCT (BG-PCT) comprises four fluid compartments bounded by five distinct membranes. The BG-PCT considers five chemical species (Na(^{+}), K(^+), Cl(^-), HCO(_3^-), and glucose) and six key membrane transporters distributed across the different membranes. Each structural subsystem comprises elementary thermodynamic processes, including dissipation, free-energy change, and power flow. This study demonstrates the advantages of bond graph modeling, particularly in its capacity to couple multiple energy domains and its modularity, which enables future extensibility. The BG-PCT provides a flexible, thermodynamically consistent platform for in silico research on epithelial transport dynamics and is available on GitHub under an open-source license to facilitate future research.

本研究提出了一种利用键图模拟肾元近端曲小管(PCT)中流体和离子传输的新方法。键合图为分析复杂系统提供了一个强大的框架,明确地描绘了多域能量交换。利用键合图的模块化特性,我们首先定义了代表膜的电阻模块和代表溶液填充的电容模块,然后使用电路理论将它们耦合起来。我们的实现通过显式地将体积流量表示为电容模块中的一个不同变量,扩展了以前生理过程的键图模型。这样,我们的模型可以考虑机械转导效应,其中流体体积的变化可以影响膜转运蛋白活性,这是PCT功能的一个关键方面。我们的PCT键合图模型(BG-PCT)包括四个流体室,由五个不同的膜包围。BG-PCT考虑了五种化学物质(Na +、K +、Cl -、hco3 -和葡萄糖)和分布在不同膜上的六种关键膜转运蛋白。每个结构子系统包括基本热力学过程,包括耗散、自由能变化和潮流。本研究证明了键图建模的优势,特别是其耦合多个能量域的能力和模块化,从而实现了未来的可扩展性。BG-PCT为上皮转运动力学的计算机研究提供了一个灵活的、热力学一致的平台,并且可以在GitHub上获得开源许可,以促进未来的研究。
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引用次数: 0
Exploring the conformational space of the NorA efflux pump of Staphylococcus aureus: a microscale conventional molecular dynamics and metadynamics simulation approach 探索金黄色葡萄球菌NorA外排泵的构象空间:微尺度常规分子动力学和元动力学模拟方法。
IF 2.2 4区 生物学 Q3 BIOPHYSICS Pub Date : 2026-06-01 DOI: 10.1007/s10867-026-09716-x
Pranabesh Mandal, Durg Vijay Singh

Efflux pump (EP) proteins play an important role in the emergence of multidrug-resistant (MDR) Staphylococcus aureus and in reducing the effectiveness of antibiotic therapy. EP, NorA of the Major Facilitator Superfamily (MFS) family, is well known for effluxing fluoroquinolones, thereby reducing the intracellular drug concentrations to sub-inhibitory levels and causing S. aureus to be less susceptible. NorA uses the electrochemical proton gradient to efflux drugs across the cell membrane; however, the mechanism of drug efflux remains to be discovered. In the present study, conventional molecular dynamics of 1.0 μs have been performed and essential dynamics (ED), and global motion of the structure has been observed and further used as reference for specifying collective variables (CVs). A metadynamics (MetaD) simulation of 100 ns was employed to sample the conformational space based on the assigned collective variables (CVs). Five energy minima states, including a global minimum, were identified from the free-energy landscape analysis, demonstrating the opening and closing mechanisms of the NorA efflux pump. Transmembrane helices 1 and 2 are identified as the most flexible helices of the efflux pump, performing the function of a lid in the extracellular section (Leu 21 to Leu 42). The efflux process through the NorA efflux pump can be observed from the resulting conformational states, which may be further utilized for the future design and development of next-generation EP inhibitors to address the drug resistance issue in S. aureus.

外排泵(EP)蛋白在耐多药金黄色葡萄球菌(MDR)的出现和降低抗生素治疗的有效性中起着重要作用。EP是主要促进者超家族(MFS)家族的NorA,以排出氟喹诺酮类药物而闻名,从而将细胞内药物浓度降低到亚抑制水平,并使金黄色葡萄球菌不那么敏感。NorA利用电化学质子梯度将药物流出细胞膜;然而,药物外排的机制尚不清楚。本研究采用1.0 μs的常规分子动力学,观察了结构的基本动力学(ED)和全局运动,并将其作为确定集体变量(cv)的参考。采用100 ns的元动力学(metaddynamics, MetaD)模拟,基于指定的集体变量(cv)对构象空间进行采样。从自由能景观分析中确定了包括全局最小值在内的5个能量最小值状态,证明了NorA外排泵的开启和关闭机制。跨膜螺旋1和2被认为是外排泵中最灵活的螺旋,在细胞外切片中起着盖子的作用(Leu 21至Leu 42)。通过NorA外排泵的外排过程可以从产生的构象状态中观察到,这可以进一步用于未来设计和开发下一代EP抑制剂来解决金黄色葡萄球菌的耐药性问题。
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引用次数: 0
Coupled optical-thermal-chemical modeling of pulsed 808-nm ICG phototherapy using Monte Carlo photon transport 基于蒙特卡罗光子输运的808纳米脉冲ICG光疗耦合光-热-化学建模
IF 2.2 4区 生物学 Q3 BIOPHYSICS Pub Date : 2026-05-25 DOI: 10.1007/s10867-026-09714-z
Zahra AL Timimi, Zeina J.M.Tamimi, Bashir Gide

Phototherapy using indocyanine green (ICG) has been shown to utilize photothermal and photodynamic effects, and its effectiveness is determined through complex interactions of light transport, heat generation, and reactive oxygen species (ROS) production. In this paper, we report a computational framework for simulating the pulsed 808-nm photoactivation of ICG in a three-dimensional tumor spheroid. Photon transport in the heterogeneous spheroid domain is simulated using GPU-accelerated Monte Carlo photon transport, and the absorbed optical energy is coupled with a transient bioheat equation, an oxygen diffusion–reaction equation, and ROS production equation. The computational domain was defined as a voxelized spheroid with dimensions of 100 × 100 × 100 voxels, which represented the hypoxic tumor core and proliferative tumor areas. The simulation revealed that the fluence distribution is heterogeneous with significant attenuation, with about 70% being reduced within the first 400 µm. The maximum temperature ranged from 41.2 ± 0.6 to 53.6 ± 1.4 °C based on the pulse duration. The oxygen-dependent ROS generation was found to be highest in the oxygenated proliferative shell, whereas the hypoxic tumor core presented reduced photodynamic effects. The coupled cytotoxicity simulation revealed apoptotic-dominant areas in the oxygen-enriched tumor and necrosis due to heat in the case of increased pulse energy. The pulse duration, oxygen diffusion coefficient, and ICG absorption strength were found to be the most significant parameters affecting the treatment outcome based on the sensitivity analysis. The proposed multiphysics approach can be used as a quantitative tool to analyze laser-induced tumor phototherapy and can be helpful in the computational optimization of the treatment approach. The model is physics-based, and it predicts relative response tendencies to therapy rather than actual biological responses.

使用吲哚菁绿(ICG)的光疗已被证明利用光热和光动力效应,其有效性是通过光传输、热生成和活性氧(ROS)产生的复杂相互作用决定的。在本文中,我们报告了一个模拟三维肿瘤球体中ICG脉冲808-nm光激活的计算框架。利用gpu加速蒙特卡罗光子输运模拟了非均质球域的光子输运,并将吸收的光能与瞬态生物热方程、氧扩散反应方程和ROS生成方程耦合。计算域定义为一个体素化的球体,尺寸为100 × 100 × 100体素,代表缺氧的肿瘤核心和增生的肿瘤区域。模拟结果表明,通量分布不均匀且衰减显著,在前400µm内约有70%的通量衰减。根据脉冲持续时间的不同,最高温度范围为41.2±0.6 ~ 53.6±1.4℃。氧依赖型ROS的生成在充氧增殖壳中最高,而缺氧肿瘤核心则表现出较低的光动力效应。耦合细胞毒性模拟显示,在脉冲能量增加的情况下,富氧肿瘤的凋亡主导区域和热坏死。敏感性分析发现,脉冲持续时间、氧扩散系数和ICG吸收强度是影响治疗结果最显著的参数。提出的多物理场方法可以作为定量分析激光诱导肿瘤光治疗的工具,并有助于治疗方法的计算优化。该模型是基于物理学的,它预测的是对治疗的相对反应倾向,而不是实际的生物反应。
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引用次数: 0
An innovative combinatorial coordination ratio perturbation approach for decoupled period-amplitude modulation 一种创新的组合协调比摄动解耦周期-振幅调制方法。
IF 2.2 4区 生物学 Q3 BIOPHYSICS Pub Date : 2026-05-23 DOI: 10.1007/s10867-026-09715-y
Chuangchuang Tao, Ruiqi Wang

Biological rhythms serve as essential timing mechanisms for regulating physiological processes, with period and amplitude being two key characteristics. Decoupled control of these characteristics is challenging due to their complex interdependencies. This study proposes a combinatorial coordination ratio perturbation approach for independently modulating the period and amplitude of biological rhythms. The approach integrates correlation analysis and Taylor expansion. Correlation analysis offers potential perturbation combinations, while Taylor expansion assists in determining the coordination perturbation ratio. We mathematically demonstrate the feasibility of independently adjusting the period and amplitudes through combinatorial perturbation and have developed an algorithm to identify optimal parameter combinations. When applied to the Per-Cry-Bmal1 circadian model, the method enables amplitude modulation while maintaining a constant period, and it also allows for period modulation while keeping the amplitude constant, thus demonstrating its practical effectiveness. This study advances circadian rhythm research by providing a simple and feasible method for decoupled period-amplitude control, with potential applications in the treatment of circadian-related disorders and chronomedicine. Moreover, this method exhibits excellent generality and is applicable to other oscillatory dynamics as well.

生物节律是调节生理过程的重要定时机制,其周期和幅度是两个关键特征。由于这些特征之间复杂的相互依赖关系,对它们进行解耦控制是一项挑战。本研究提出了一种组合协调比摄动方法来独立调节生物节律的周期和幅度。该方法结合了相关分析和泰勒展开。相关分析提供了潜在的扰动组合,而泰勒展开有助于确定协调扰动比。我们在数学上证明了通过组合扰动独立调整周期和振幅的可行性,并开发了一种识别最佳参数组合的算法。当应用于Per-Cry-Bmal1昼夜节律模型时,该方法可以在保持恒定周期的情况下进行幅度调制,也可以在保持振幅恒定的情况下进行周期调制,从而证明了其实际有效性。该研究通过提供一种简单可行的解耦周期-振幅控制方法,推进了昼夜节律研究,在昼夜节律相关疾病的治疗和时间医学方面具有潜在的应用前景。此外,该方法具有良好的通用性,也适用于其他振动动力学问题。
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引用次数: 0
Estradiol alters actin and protrusion dynamics in endometriotic epithelial cells 雌二醇改变子宫内膜异位症上皮细胞的肌动蛋白和突起动力学。
IF 2.2 4区 生物学 Q3 BIOPHYSICS Pub Date : 2026-05-02 DOI: 10.1007/s10867-026-09712-1
Shohini Banerjee, Corey Herr, Wolfgang Losert, Kimberly M. Stroka

Estradiol (E2), a sex steroid hormone molecule, plays a key role in regulating the actin and shape dynamics of cells in a multitude of normal and pathophysiological conditions. While cytoskeletal rearrangements, membrane dynamics, and cellular protrusions are intimately involved in cell motility and invasiveness, little is known about the impact of E2 on these processes in estrogen-dependent epithelial cells. In this study, we quantified the impact of E2 on epithelial cell shape and actin dynamics. 12Z human endometriotic epithelial cells were transfected with LifeAct-GFP and observed with lattice lightsheet microscopy, a new imaging technique fast enough to capture 3D dynamics on second timescales. E2, when applied for 24 h, significantly decreased cell circularity, solidity, and rate of change of circularity, indicating a transition to a more elongated and less variable morphology. 24-h E2 treatment also induced the formation of large membrane protrusions reminiscent of invadopodia and led to a more disordered flow of actin within those protrusions. However, these effects were not seen after 15 min of E2 treatment, suggesting that longer-term signaling is required to drive these structural changes. Together, these results suggest that E2 modulates actin polymerization and membrane protrusion dynamics in endometriotic epithelial cells and may prime them for cell invasion. This work highlights a role for hormonal signaling in mediating cytoskeletal plasticity and migratory cell phenotypes.

雌二醇(E2)是一种性类固醇激素分子,在许多正常和病理生理条件下,在调节肌动蛋白和细胞形状动力学方面起着关键作用。虽然细胞骨架重排、膜动力学和细胞突起与细胞运动和侵袭性密切相关,但E2对雌激素依赖性上皮细胞中这些过程的影响知之甚少。在这项研究中,我们量化了E2对上皮细胞形状和肌动蛋白动力学的影响。用LifeAct-GFP转染12Z人子宫内膜异位性上皮细胞,并用晶格光片显微镜观察,这是一种新的成像技术,速度足够快,可以在第二时间尺度上捕捉3D动态。E2作用24小时后,细胞的圆度、固体度和圆度变化率显著降低,表明细胞向更细长、变化更少的形态转变。24小时E2处理也诱导了大的膜突起的形成,使人想起侵足,并导致肌动蛋白在这些突起内的流动更加混乱。然而,E2治疗15分钟后,这些效果未见,这表明需要更长期的信号传导来驱动这些结构变化。总之,这些结果表明E2调节子宫内膜异位症上皮细胞中的肌动蛋白聚合和膜突出动力学,并可能为细胞侵袭做好准备。这项工作强调了激素信号在介导细胞骨架可塑性和迁移细胞表型中的作用。
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引用次数: 0
Impact of the hen egg size on its fracture point measuring the eggshell deformation 鸡蛋尺寸对其断裂点的影响,测量蛋壳变形。
IF 2.2 4区 生物学 Q3 BIOPHYSICS Pub Date : 2026-04-16 DOI: 10.1007/s10867-026-09711-2
Brenda Mireya Guzman Valdivia, Manuel Humberto De La Torre Ibarra

A digital holographic interferometer is used to measure surface deformation and fracture points in hen eggs under mechanical compression. All samples were subjected to a constant compression load until they fractured. Three different tests are performed to analyze the eggs’ mechanical response. In the first test, the egg is vertically oriented, and so the applied load; meanwhile, for the second test, the egg is horizontally oriented with the load applied vertically. The third test keeps the egg horizontal, but on this occasion, the applied load is also horizontal. As the mechanical load is applied, a camera records full-field holograms that retrieve the entire surface deformation of each egg. The influence of the egg’s orientation and the load direction modifies the eggshell surface deformation and fracture pattern. In general, fracture propagation is aligned with the load direction. From the results, samples compressed along the length of the egg show fractures, but remained in one piece. A different behavior is observed when the load is applied at the egg’s width, which separates the eggshell into two semispheres, allowing the egg’s content to drain out. A multivariate analysis was used to integrate the egg dimensions with the resulting optical data, showing a strong relationship between egg size and the fracture point. Larger eggs tend to exhibit more extensive fractures, while smaller and medium-sized eggs showed minor damage. Even though some of this information is empirically known, this is the first time it has been proven by a full imaging inspection showing eggshell deformation and cracks across eggs, independent of egg size. The latter is an advantage as there is no need to limit the study to particular dimensions to measure the exact moment of the fracture, its position, and distribution.

采用数字全息干涉仪测量鸡蛋在机械压缩下的表面变形和断裂点。所有的样品都受到恒定的压缩载荷,直到它们断裂。进行了三种不同的测试来分析鸡蛋的机械反应。在第一个测试中,鸡蛋是垂直的,所以施加的载荷;同时,在第二次测试中,鸡蛋是水平方向的,载荷是垂直施加的。第三个测试保持鸡蛋水平,但在这种情况下,施加的载荷也是水平的。当施加机械载荷时,一台摄像机记录下全景全息图,检索每个卵的整个表面变形。鸡蛋的方向和载荷方向的影响改变了蛋壳表面的变形和断裂模式。一般情况下,断裂扩展与载荷方向一致。从结果来看,沿着鸡蛋的长度压缩的样本显示出裂缝,但仍然是一个整体。当在鸡蛋的宽度处施加载荷时,观察到不同的行为,这将蛋壳分成两个半球体,使鸡蛋的内容物排出体外。一个多变量分析被用于整合鸡蛋的尺寸与得到的光学数据,显示鸡蛋的大小和断裂点之间有很强的关系。较大的鸡蛋往往会出现更广泛的骨折,而较小和中等大小的鸡蛋则有轻微的损伤。尽管这些信息中的一些是经验上已知的,但这是第一次通过完整的成像检查来证明,显示蛋壳变形和鸡蛋的裂缝,与鸡蛋的大小无关。后者是一个优势,因为不需要将研究限制在特定的尺寸上,以测量骨折的确切时刻、位置和分布。
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引用次数: 0
Computational and umbrella sampling analysis of HER2 D769H and D769Y variants: mutation-specific structural alterations and drug interactions in breast cancer HER2 D769H和D769Y变异的计算和总体抽样分析:乳腺癌中突变特异性结构改变和药物相互作用
IF 2.2 4区 生物学 Q3 BIOPHYSICS Pub Date : 2026-04-11 DOI: 10.1007/s10867-026-09709-w
Tamizhini Loganathan, George Priya C. Doss

HER2 plays a crucial role in breast cancer (BC) progression, with the D769H and D769Y mutations significantly influencing its structural integrity, drug-binding dynamics, and therapeutic response. This study employs molecular docking and molecular dynamics simulations (MDS), with trajectories propagated for 1000 ns, to examine their distinct effects. Root mean square deviation (RMSD) analysis indicates increased conformational deviations in mutant structures, signifying heightened instability, while root mean square fluctuation (RMSF) reveals enhanced flexibility near the mutation site. Solvent accessible surface area (SASA) calculations highlight changes in solvent exposure, directly affecting ligand accessibility, while radius of gyration (Rg) assessments suggest structural loosening or tightening in response to mutation-induced alterations. Binding free energy calculations using MM-PBSA indicate variability in drug affinity, with mutations disrupting hydrogen-bonding networks and altering ligand stability. Principal Component Analysis (PCA) delineates distinct motion trajectories in mutant proteins, revealing shifts in conformational behavior. Umbrella sampling simulations indicate that while the wild-type HER2-drug complex requires 150 ps to reach equilibrium, the D769H mutant stabilizes within 100 ps, suggesting diminished drug retention. Conversely, the D769Y mutation enhances ligand binding, surpassing wild-type interaction strength. These findings elucidate mutation-specific effects on HER2 structural dynamics and drug interactions, underscoring the need for mutation-tailored therapeutic strategies to mitigate the impact of these variants.

HER2在乳腺癌(BC)进展中起着至关重要的作用,D769H和D769Y突变显著影响其结构完整性、药物结合动力学和治疗反应。本研究采用分子对接和分子动力学模拟(MDS),以传播1000 ns的轨迹来检验它们的不同效果。均方根偏差(RMSD)分析表明突变结构的构象偏差增加,表明不稳定性增加,而均方根波动(RMSF)表明突变位点附近的灵活性增强。溶剂可及表面积(SASA)计算强调溶剂暴露的变化,直接影响配体的可及性,而旋转半径(Rg)评估表明结构松动或收紧是对突变引起的改变的响应。利用MM-PBSA计算的结合自由能表明药物亲和力的可变性,突变破坏了氢键网络并改变了配体的稳定性。主成分分析(PCA)描述了突变蛋白的不同运动轨迹,揭示了构象行为的变化。伞式采样模拟表明,野生型her2 -药物复合物需要150 ps才能达到平衡,而D769H突变体在100 ps内稳定,表明药物潴留减少。相反,D769Y突变增强了配体结合,超过了野生型的相互作用强度。这些发现阐明了突变对HER2结构动力学和药物相互作用的特异性影响,强调了针对突变的治疗策略的必要性,以减轻这些变异的影响。
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引用次数: 0
Elucidating motion patterns in sperm cell motion with dynamic mode decomposition 用动态模式分解阐明精子运动模式。
IF 2.2 4区 生物学 Q3 BIOPHYSICS Pub Date : 2026-03-27 DOI: 10.1007/s10867-026-09710-3
Petr Šimánek, Jakub Hořenín, Islam S. M. Khalil, Veronika Magdanz, Anke Klingner, Alexander Kovalenko

The study employs dynamic mode decomposition (DMD) to elucidate the underlying mechanisms contributing to the enhanced motility observed in sperm bundles, primarily focusing on the role of flagellar synchronization. The decomposition reveals that synchronized flagellar movements might be a key factor enabling sperm cells to attain higher velocities when connected in bundles. Through DMD, periodical characteristics of individual periodical motion patterns, such as frequency, amplitude, and modal growth/decay rates (from DMD eigenvalues), are characterized, elucidating main parameters of the dynamic behavior of these biological systems, such as dominant frequencies of periodical motion, as well as amplitudes and velocities. The implications of this research extend beyond understanding sperm bundle dynamics, as the methodology is adaptable for identifying healthy sperm cells based on their motility patterns. Additionally, the approach holds potential for broader applications in studying other flagellar-driven microorganisms, providing a valuable tool for comparative analysis across various species.

该研究采用动态模式分解(DMD)来阐明精子束运动增强的潜在机制,主要关注鞭毛同步的作用。分解表明,同步鞭毛运动可能是精子细胞在成束连接时获得更高速度的关键因素。通过DMD,个体周期运动模式的周期特征,如频率、幅度和模态生长/衰减率(来自DMD特征值)被表征,阐明了这些生物系统动态行为的主要参数,如周期运动的主导频率,以及幅度和速度。这项研究的意义超出了理解精子束动力学,因为该方法适用于根据其运动模式识别健康的精子细胞。此外,该方法在研究其他鞭毛驱动微生物方面具有更广泛的应用潜力,为不同物种的比较分析提供了有价值的工具。
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引用次数: 0
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Journal of Biological Physics
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