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Ovarian cancer cells exhibit diverse migration strategies on stiff collagenous substrata. 卵巢癌细胞在坚硬的胶原基质上表现出多种迁移策略。
IF 3.2 3区 生物学 Q2 BIOPHYSICS Pub Date : 2024-11-19 Epub Date: 2024-10-24 DOI: 10.1016/j.bpj.2024.10.014
Madhumitha Suresh, Ramray Bhat

In homoeostasis, the shape and sessility of untransformed epithelial cells are intricately linked together. Variations of this relationship in migrating cancer cells as they encounter different microenvironments are as yet ill understood. Here, we explore the interdependency of such traits in two morphologically distinct invasive ovarian cancer cell lines (OVCAR-3 and SK-OV-3) under mechanically variant contexts. We first established a metric toolkit that assessed traits associated with cell motion and shape, and rigorously measured their dynamical variation across trajectories of migration using a Shannon entropic distribution. Two stiffness conditions on polymerized collagen I with Young's moduli of 0.5 kPa (soft) and 20 kPa (stiff) were chosen. Both the epithelioid OVCAR-3 and mesenchymal SK-OV-3 cells on soft substrata exhibited slow and undirected migration. On stiff substrata, SK-OV-3 showed faster persistent directed motion. Surprisingly, OVCAR-3 cells on stiffer substrata moved even faster than SK-OV-3 cells but showed a distinct angular motion. The polarity of SK-OV-3 cells on stiff substrata was well correlated with their movement, whereas, for OVCAR-3, we observed an unusual "slip" behavior, wherein the axes of cell shape and movement were poorly correlated. Whereas SK-OV-3 and OVCAR-3 showed greater mean deformation on stiffer substrata, the latter was anticorrelated with variation in angular motion or the mean deviation between shape and motility axis for SK-OV-3 but poorly correlated for OVCAR-3. Moreover, on softer substrata OVCAR-3 and SK-OV-3 were relatively rigid but showed greater shape variation (with OVCAR-3 showing a higher fold change) on stiffer substrata. Our findings suggest that greater deformability on stiffer milieu allow epithelioid cells to overcome constraints on the congruence in axis of shape and motion seen for mesenchymal cells and display distinct motile behaviors across this phenotypic spectrum.

在恒定状态下,未转化的上皮细胞的形状和纤度错综复杂地联系在一起。迄今为止,人们对迁移癌细胞在遇到不同微环境时这种关系的变化还不甚了解。在这里,我们探讨了两种形态截然不同的侵袭性卵巢癌细胞系(OVCAR-3 和 SK-OV-3)在机械变异环境下此类特征的相互依存关系。我们首先建立了一个度量工具包,用于评估与细胞运动和形状相关的特征,并使用香农熵分布严格测量了它们在不同迁移轨迹中的动态变化。在聚合胶原 I 上选择了两种硬度条件,杨氏模量分别为 0.5 kPa(软)和 20 kPa(硬)。在软基质上,上皮细胞 OVCAR-3 和间质细胞 SK-OV-3 都表现出缓慢的无定向迁移。在硬质基底上,SK-OV-3 表现出更快的持续定向运动。令人惊讶的是,在较硬基质上的 OVCAR-3 细胞比 SK-OV-3 细胞移动得更快,但却表现出明显的角度运动。在坚硬的基质上,SK-OV-3 细胞的极性与其运动密切相关,而在 OVCAR-3 上,我们观察到了一种不寻常的 "滑动 "行为,即细胞形状轴与运动轴的相关性很差。虽然 SK-OV-3 和 OVCAR-3 在较硬的基质上表现出更大的平均变形,但后者与 SK-OV-3 的角运动变化或形状与运动轴之间的平均偏差不相关,而与 OVCAR-3 的相关性很差。此外,在较软的基质上,OVCAR-3 和 SK-OV-3 相对较硬,但在较硬的基质上,它们的形状变化更大(OVCAR-3 的折叠变化更大)。我们的研究结果表明,上皮样细胞在较硬的环境中具有更大的变形能力,从而克服了间充质细胞形状和运动轴一致的限制,并在这一表型谱系中表现出不同的运动行为。
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引用次数: 0
Characteristic frequencies of localized stress relaxation in scaling-law rheology of living cells. 活细胞缩放律流变学中局部应力松弛的特征频率。
IF 3.2 3区 生物学 Q2 BIOPHYSICS Pub Date : 2024-11-18 DOI: 10.1016/j.bpj.2024.11.015
Jiu-Tao Hang, Huajian Gao, Guang-Kui Xu

Living cells are known to exhibit power-law viscoelastic responses and localized stress relaxation behaviors in frequency spectrum. However, the precise interplay between molecular scale cytoskeletal dynamics and macroscale dynamical rheological responses remains elusive. Here, we propose a mechanism-based general theoretical model showing that cytoskeleton dissociation generates a peak in the loss modulus as a function of frequency, while the cytoplasmic viscosity promotes its recovery, producing a subsequent trough. We define two characteristic frequencies ( ωc1 and ωc2 ) related to the dissociation rate of crosslinkers and the viscosity of the cytoplasm, where the loss modulus (1) exhibits peak and trough values for ωc1c2 , and (2) monotonically increases with frequency for ωc1c2. Furthermore, the characteristic frequency ωc1 exhibits a biphasic stress-dependent behavior, with a local minimum at sufficiently high stress due to the stress-dependent dissociation rate. Moreover, the characteristic frequency ωc2 evolves with age, following a power-law relationship. The predictions of the DMM model align well with experimental observations. Our model provides a comprehensive description of the dynamical viscoelastic behaviors of cells and cell-like materials.

众所周知,活细胞在频谱上表现出幂律粘弹性响应和局部应力松弛行为。然而,分子尺度的细胞骨架动力学与宏观尺度的动态流变响应之间的精确相互作用仍然难以捉摸。在此,我们提出了一个基于机理的一般理论模型,该模型表明细胞骨架解离会产生一个随频率变化的损失模量峰值,而细胞质粘度会促进其恢复,并产生一个随后的低谷。我们定义了与交联剂解离率和细胞质粘度有关的两个特征频率(ωc1 和 ωc2),其中损耗模量(1)在 ωc1>ωc2 时呈现峰值和谷值,(2)在 ωc1>ωc2 时随频率单调增加。此外,由于解离率与应力有关,特征频率 ωc1 表现出与应力有关的双相行为,在足够高的应力下出现局部最小值。此外,特征频率ωc2随着年龄的增长而变化,呈幂律关系。DMM 模型的预测结果与实验观测结果十分吻合。我们的模型全面描述了细胞和类细胞材料的动态粘弹性行为。
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引用次数: 0
Hidden Water's Influence on Rhodopsin Activation. 隐藏的水对黄光素活化的影响
IF 3.2 3区 生物学 Q2 BIOPHYSICS Pub Date : 2024-11-15 DOI: 10.1016/j.bpj.2024.11.012
Zachary T Bachler, Michael F Brown

Structural biology relies on several powerful techniques, but these tend to be limited in their ability to characterize protein fluctuations and mobility. Over-reliance on structural approaches can lead to omission of critical information regarding biological function. Currently there is a need for complementary biophysical methods to visualize these mobile aspects of protein function. Here we review hydrostatic and osmotic pressure-based techniques to address this shortcoming for the paradigm of rhodopsin. Hydrostatic and osmotic pressure data contribute important examples which are interpreted in terms of an energy landscape for hydration-mediated protein dynamics. We find that perturbations of rhodopsin conformational equilibria by force-based methods are not unrelated phenomena; rather they probe various hydration states involving functional proton reactions. Hydrostatic pressure acts on small numbers of strongly interacting structural or solvent-shell water molecules with relatively high energies, while osmotic pressure acts on large numbers of weakly interacting bulk-like water molecules with low energies. Local solvent fluctuations due to the hydration shell and collective water interactions affect hydrogen-bonded networks and domain motions that are explained by a hierarchical energy landscape model for protein dynamics.

结构生物学依赖于几种强大的技术,但这些技术在描述蛋白质波动和流动性方面往往能力有限。过度依赖结构方法可能会导致遗漏有关生物功能的关键信息。目前,我们需要补充性的生物物理方法来观察蛋白质功能的这些流动性方面。在此,我们回顾了以静水压和渗透压为基础的技术,以解决这一缺陷,并以犀牛蛋白为范例。静水压和渗透压数据提供了重要的示例,这些示例从水合介导的蛋白质动力学能量景观的角度进行了解释。我们发现,基于力的方法对视网膜素构象平衡的扰动并非无关现象;相反,它们探测了涉及功能质子反应的各种水合状态。静水压作用于少量强相互作用的结构水分子或溶剂壳水分子,能量相对较高,而渗透压作用于大量弱相互作用的大块水分子,能量较低。水合壳和集体水相互作用引起的局部溶剂波动会影响氢键网络和结构域运动,而蛋白质动力学的分层能谱模型可以解释这些运动。
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引用次数: 0
Initiation of epithelial wound closure by an active instability at the purse string. 上皮细胞伤口闭合的起因是网状结构的活跃不稳定性。
IF 3.2 3区 生物学 Q2 BIOPHYSICS Pub Date : 2024-11-14 DOI: 10.1016/j.bpj.2024.11.008
Vita Movrin, Matej Krajnc

The ability of biological systems to withstand and recover from various disruptions, such as spontaneous genetic mutations and environmental damage, largely relies on intricate feedback mechanisms. We theoretically study the mechanical response of an epithelial tissue facing damage in the form of a circular wound. Our model describes a feedback loop between the generation of active forces in the actomyosin and tissue mechanics, described by the vertex model. While the exact dynamics of wound closure may be influenced by several biophysical mechanisms that interplay in a nontrivial way, our findings suggest that the closure may initiate as an active instability, triggered by a reduced myosin turnover rate at the wound's perimeter. We explore the interplay between myosin dynamics and the elastic properties of the tissue, elucidating their collective role in determining a wound's loss of stability, leading to the initiation of the closure process.

生物系统抵御自发基因突变和环境破坏等各种干扰并从中恢复的能力,在很大程度上依赖于错综复杂的反馈机制。我们从理论上研究了上皮组织面对环形伤口形式的损伤时的机械反应。我们的模型描述了肌动蛋白主动力的产生与顶点模型所描述的组织力学之间的反馈回路。虽然伤口闭合的确切动态可能受到多种生物物理机制的影响,这些机制以非对称的方式相互作用,但我们的研究结果表明,伤口闭合可能是一种主动的不稳定状态,由伤口周边肌球蛋白周转率降低引发。我们探讨了肌球蛋白动力学与组织弹性特性之间的相互作用,阐明了它们在决定伤口失去稳定性、导致闭合过程开始方面的共同作用。
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引用次数: 0
Mammalian PIEZO channels rectify anionic currents. 哺乳动物的 PIEZO 通道可整流阴离子电流。
IF 3.2 3区 生物学 Q2 BIOPHYSICS Pub Date : 2024-11-14 DOI: 10.1016/j.bpj.2024.11.010
Tharaka D Wijerathne, Aashish Bhatt, Wenjuan Jiang, Yun L Luo, Jerome J Lacroix

Under physiological conditions, mammalian PIEZO channels (PIEZO1 and PIEZO2) elicit transient currents mostly carried by monovalent and divalent cations. PIEZO1 is also known to permeate chloride ions, with a Cl-/Na+ permeability ratio of about 0.2. Yet, little is known about how anions permeate PIEZO channels. Here, by separately measuring sodium and chloride currents using nonpermanent counterions, we show that both PIEZO1 and PIEZO2 rectify chloride currents outwardly, favoring entry of chloride ions at voltages above their reversal potential, whereas little to no rectification was observed for sodium currents. Interestingly, chloride currents elicited by 9K, an anion-selective PIEZO1 mutant harboring multiple positive residues along intracellular pore fenestrations, also rectify but in the inward direction. Molecular dynamics simulations reveal that the inward rectification of chloride currents in 9K correlates with the presence of a large positive electrostatic potential at intracellular pore fenestrations, suggesting that rectification can be tuned by the electrostatic polarity of the pore. These results demonstrate that the pore of mammalian PIEZO channels inherently rectifies chloride currents.

在生理条件下,哺乳动物的 PIEZO 通道(PIEZO1 和 PIEZO2)主要通过一价和二价阳离子引起瞬态电流。据了解,PIEZO1 还能渗透氯离子,Cl-/Na+ 渗透比约为 0.2。然而,人们对阴离子如何渗透 PIEZO 通道却知之甚少。在这里,通过使用非永久性反离子分别测量钠离子和氯离子电流,我们发现 PIEZO1 和 PIEZO2 都能使氯离子电流向外整流,有利于氯离子在高于其反转电位的电压下进入,而钠离子电流几乎没有整流。有趣的是,阴离子选择性 PIEZO1 突变体 9K 沿细胞内孔隙缝含有多个正残基,它激发的氯离子电流也会向内整流。分子动力学模拟显示,9K 中氯离子电流的内向整流与细胞内孔栅栏处存在较大的正静电势有关,这表明整流可通过孔的静电极性进行调节。这些结果表明,哺乳动物 PIEZO 通道的孔隙本质上可以整流氯离子电流。
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引用次数: 0
Contact area and tissue growth dynamics shape synthetic juxtacrine signaling patterns. 接触面积和组织生长动态塑造了合成并列腺素信号模式。
IF 3.2 3区 生物学 Q2 BIOPHYSICS Pub Date : 2024-11-14 DOI: 10.1016/j.bpj.2024.11.007
Jonathan E Dawson, Abby Bryant, Breana Walton, Simran Bhikot, Shawn Macon, Amber Ajamu-Johnson, Trevor Jordan, Paul D Langridge, Abdul N Malmi-Kakkada

Cell-cell communication through direct contact, or juxtacrine signaling, is important in development, disease, and many areas of physiology. Synthetic forms of juxtacrine signaling can be precisely controlled and operate orthogonally to native processes, making them a powerful reductionist tool with which to address fundamental questions in cell-cell communication in vivo. Here we investigate how cell-cell contact length and tissue growth dynamics affect juxtacrine signal responses through implementing a custom synthetic gene circuit in Drosophila wing imaginal discs alongside mathematical modeling to determine synthetic Notch (synNotch) activation patterns. We find that the area of contact between cells largely determines the extent of synNotch activation, leading to the prediction that the shape of the interface between signal-sending and signal-receiving cells will impact the magnitude of the synNotch response. Notably, synNotch outputs form a graded spatial profile that extends several cell diameters from the signal source, providing evidence that the response to juxtacrine signals can persist in cells as they proliferate away from source cells, or that cells remain able to communicate directly over several cell diameters. Our model suggests the former mechanism may be sufficient, since it predicts graded outputs without diffusion or long-range cell-cell communication. Overall, we identify that cell-cell contact area together with output synthesis and decay rates likely govern the pattern of synNotch outputs in both space and time during tissue growth, insights that may have broader implications for juxtacrine signaling in general.

通过直接接触进行的细胞-细胞通讯(或称共生信号传导)在发育、疾病和许多生理学领域都非常重要。合成形式的共生信号传导可以精确控制,并与原生过程正交运行,使其成为解决体内细胞通讯基本问题的强大还原工具。在这里,我们通过在果蝇翅膀显象盘中实施定制的合成基因回路,同时建立数学模型来确定合成诺奇(synNotch)激活模式,从而研究细胞-细胞接触长度和组织生长动力学如何影响并列信号反应。我们发现细胞之间的接触面积在很大程度上决定了同步诺奇激活的程度,从而预测信号发送细胞和信号接收细胞之间的界面形状将影响同步诺奇反应的大小。值得注意的是,突触诺奇的输出形成了一个分级空间轮廓,从信号源延伸出几个细胞直径,这提供了证据表明,当细胞增殖离开信号源细胞时,对并突触信号的反应可以在细胞中持续存在,或者说细胞仍然能够在几个细胞直径范围内直接交流。我们的模型表明,前一种机制可能就足够了,因为它预测了在没有扩散或长距离细胞间通信的情况下的分级输出。总之,我们发现细胞-细胞接触面积以及输出合成和衰减率可能会在组织生长过程中在空间和时间上控制 synNotch 的输出模式,这些见解可能会对一般的并列信号传导产生更广泛的影响。
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引用次数: 0
Phosphorylation of disordered proteins tunes local and global intramolecular interactions. 无序蛋白质的磷酸化调整了局部和全局分子内的相互作用。
IF 3.2 3区 生物学 Q2 BIOPHYSICS Pub Date : 2024-11-13 DOI: 10.1016/j.bpj.2024.10.021
Emery T Usher, Martin J Fossat, Alex S Holehouse

Protein post-translational modifications, such as phosphorylation, are important regulatory signals for diverse cellular functions. In particular, intrinsically disordered protein regions (IDRs) are subject to phosphorylation as a means to modulate their interactions and functions. Toward understanding the relationship between phosphorylation in IDRs and specific functional outcomes, we must consider how phosphorylation affects the IDR conformational ensemble. Various experimental techniques are suited to interrogate the features of IDR ensembles; molecular simulations can provide complementary insights and even illuminate ensemble features that may be experimentally inaccessible. Therefore, we sought to expand the tools available to study phosphorylated IDRs by all-atom Monte Carlo simulations. To this end, we implemented parameters for phosphoserine (pSer) and phosphothreonine (pThr) into the OPLS version of the continuum solvent model, ABSINTH, and assessed their performance in all-atom simulations compared with published findings. We simulated short (<20 residues) and long (>80 residues) phospho-IDRs that, collectively, survey both local and global phosphorylation-induced changes to the ensemble. Our simulations of four well-studied phospho-IDRs show near-quantitative agreement with published findings for these systems via metrics including changes to radius of gyration, transient helicity, and persistence length. We also leveraged the inherent advantage of sequence control in molecular simulations to explore the conformational effects of diverse combinations of phospho-sites in two multiphosphorylated IDRs. Our results support and expand on previous observations that connect phosphorylation to changes in the IDR conformational ensemble. Herein, we describe phosphorylation as a means to alter sequence chemistry, net charge and charge patterning, and intramolecular interactions, which can collectively modulate the local and global IDR ensemble features.

磷酸化等蛋白质翻译后修饰是多种细胞功能的重要调节信号。特别是,内在无序蛋白质区域(IDRs)受到磷酸化的影响,这是调节其相互作用和功能的一种手段。为了理解 IDR 中的磷酸化与特定功能结果之间的关系,我们必须考虑磷酸化如何影响 IDR 的构象组合。各种实验技术都适用于研究 IDR 组合的特征;分子模拟可以提供补充性的见解,甚至可以阐明实验中无法获得的组合特征。因此,我们试图通过全原子蒙特卡洛模拟来扩展研究磷酸化 IDR 的工具。为此,我们将磷酸丝氨酸(pSer)和磷酸苏氨酸(pThr)的参数应用到连续介质模型 ABSINTH 的 OPLS 版本中,并评估了它们在全原子模拟中的性能与已发表研究结果的比较。我们模拟了短残基(< 20 个残基)和长残基(> 80 个残基)的磷酸化-IDR,它们共同调查了局部和全局磷酸化引起的集合变化。我们对四种研究较多的磷酸化-IDR 进行了模拟,结果显示,这些系统的回转半径、瞬时螺旋度和持续长度的变化等指标与已发表的研究结果接近定量一致。我们还利用分子模拟中序列控制的固有优势,探索了两种多磷酸化 IDR 中不同磷酸化位点组合的构象效应。我们的研究结果支持并扩展了之前将磷酸化与 IDR 构象组合变化联系起来的观察结果。在这里,我们将磷酸化描述为一种改变序列化学、净电荷和电荷排列以及分子内相互作用的手段,它们可以共同调节局部和全局 IDR 组合特征。
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引用次数: 0
Morphology and intervesicle distances in condensates of synaptic vesicles and synapsin. 突触小泡和突触素缩聚物的形态和小泡之间的距离。
IF 3.2 3区 生物学 Q2 BIOPHYSICS Pub Date : 2024-11-08 DOI: 10.1016/j.bpj.2024.11.004
Charlotte Neuhaus, Jette Alfken, Jakob Frost, Lauren Matthews, Christian Hoffmann, Marcelo Ganzella, Dragomir Milovanovic, Tim Salditt

Synaptic vesicle clusters or pools are functionally important constituents of chemical synapses. In the so-called reserve and the active pools, neurotransmitter-loaded synaptic vesicles (SVs) are stored and conditioned for fusion with the synaptic membrane and subsequent neurotransmitter release during synaptic activity. Vesicle clusters can be considered as so-called membraneless compartments, which form by liquid-liquid phase separation. Synapsin as one of the most abundant synaptic proteins has been identified as a major driver of pool formation. It has been shown to induce liquid-liquid phase separation and form condensates on its own in solution, but also has been shown to integrate vesicles into condensates in vitro. In this process, the intrinsically disordered region of synapsin is believed to play a critical role. Here, we first investigate the solution structure of synapsin and SVs separately by small-angle x-ray scattering. In the limit of low momentum transfer q, the scattering curve for synapsin gives clear indication for supramolecular aggregation (condensation). We then study mixtures of SVs and synapsin-forming condensates, aiming at the morphology and intervesicle distances, i.e., the structure of the condensates in solution. To obtain the structure factor S(q) quantifying intervesicle correlation, we divide the scattering curve of condensates by that of pure SV suspensions. Analysis of S(q) in combination with numerical simulations of cluster aggregation indicates a noncompact fractal-like vesicular fluid with rather short intervesicle distances at the contact sites.

突触小泡簇或池是化学突触的重要功能成分。在所谓的储备池和活性池中,含有神经递质的突触小泡(SV)被储存起来,并在突触活动中与突触膜融合,随后释放神经递质。囊泡簇可被视为通过液-液相分离(LLPS)形成的所谓无膜隔室。突触素是最丰富的突触蛋白之一,已被确定为形成池的主要驱动因素。研究表明,它不仅能在溶液中诱导液-液相分离并形成凝聚物,还能在体外将囊泡整合到凝聚物中。在这一过程中,突触素的内在无序区被认为起着关键作用。在这里,我们首先通过小角 X 射线散射(SAXS)分别研究了突触素和 SVs 的溶液结构。在低动量传递 q 的极限条件下,突触素的散射曲线清楚地显示了超分子聚集(凝聚)。我们随后研究了 SVs 和突触素的混合物形成的凝聚物,目的是研究其形态和囊泡间的距离,即溶液中凝聚物的结构。为了获得量化囊泡间相关性的结构因子 S(q),我们将凝聚物的散射曲线除以纯 SV 悬浮液的散射曲线。结合团聚的数值模拟对 S(q)的分析表明,这是一种非紧密的分形类囊泡流体,接触点的囊泡间距离很短。
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引用次数: 0
A continuum model of mechanosensation based on contractility kit assembly. 基于收缩套件组装的连续机械感觉模型
IF 3.2 3区 生物学 Q2 BIOPHYSICS Pub Date : 2024-11-08 DOI: 10.1016/j.bpj.2024.10.020
David Dolgitzer, Alma I Plaza-Rodríguez, Miguel A Iglesias, Mark Allan C Jacob, Bethany A Todd, Douglas N Robinson, Pablo A Iglesias

The ability of cells to sense and respond to mechanical forces is crucial for navigating their environment and interacting with neighboring cells. Myosin II and cortexillin I form complexes known as contractility kits (CKs) in the cytosol, which facilitate a cytoskeletal response by accumulating locally at the site of inflicted stress. Here, we present a computational model for mechanoresponsiveness in Dictyostelium, analyzing the role of CKs within the mechanoresponsive mechanism grounded in experimentally measured parameters. Our model further elaborates on the established distributions and channeling of contractile proteins before and after mechanical force application. We rigorously validate our computational findings by comparing the responses of wild-type cells, null mutants, overexpression mutants, and cells deficient in CK formation to mechanical stresses. Parallel in vivo experiments measuring myosin II cortical distributions at equilibrium provide additional validation. Our results highlight the essential functions of CKs in cellular mechanosensitivity and suggest new insights into the regulatory dynamics of mechanoresponsiveness.

细胞感知机械力并对其做出反应的能力对其在环境中航行以及与邻近细胞相互作用至关重要。肌球蛋白 II 和皮质素 I 在细胞质中形成称为收缩力套件(CKs)的复合物,这些复合物通过在受压部位聚集而促进细胞骨架反应。在此,我们提出了竹荪机械响应性的计算模型,根据实验测量参数分析了 CKs 在机械响应机制中的作用。我们的模型进一步阐述了机械力作用前后收缩蛋白的既定分布和通道。我们通过比较野生型细胞、空白突变体、过表达突变体和缺乏 CK 形成的细胞对机械应力的反应,严格验证了我们的计算发现。测量平衡状态下肌球蛋白II皮质分布的平行体内实验提供了额外的验证。我们的研究结果强调了 CK 在细胞机械敏感性中的重要功能,并提出了有关机械敏感性调控动态的新见解。
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引用次数: 0
Integration of kinetic data into affinity-based models for improved T cell specificity prediction. 将动力学数据整合到基于亲和力的模型中,改进 T 细胞特异性预测。
IF 3.2 3区 生物学 Q2 BIOPHYSICS Pub Date : 2024-11-08 DOI: 10.1016/j.bpj.2024.11.002
Zahra S Ghoreyshi, Hamid Teimouri, Anatoly B Kolomeisky, Jason T George

T cell receptor (TCR) and peptide-major histocompatibility complex (pMHC) interactions that result in T cell activation are complex and have been distinguished by their equilibrium affinity and kinetic profiles. While prior affinity-based models can successfully predict meaningful TCR-pMHC interactions in many cases, they occasionally fail at identifying TCR-pMHC interactions with low binding affinity. This study analyzes TCR-pMHC systems for which empirical kinetic and affinity data exist and prior affinity-based predictions have failed. We identify criteria for TCR-pMHC systems with available kinetic information where the introduction of a correction factor improves energy-based model predictions. This kinetic correction factor offers a means to refine existing models with additional data and offers molecular insights to help reconcile previously conflicting reports concerning the influence of TCR-pMHC binding kinetics and affinity on T cell activation.

导致 T 细胞活化的 T 细胞受体(TCR)和肽-主要组织相容性复合体(pMHC)相互作用非常复杂,并根据其平衡亲和力和动力学特征加以区分。虽然之前基于亲和力的模型在很多情况下能成功预测有意义的 TCR-pMHC 相互作用,但它们偶尔也会在识别低结合亲和力的 TCR-pMHC 相互作用时失败。本研究分析了存在经验动力学和亲和力数据而先前基于亲和力的预测失败的 TCR-pMHC 系统。我们确定了具有可用动力学信息的 TCR-pMHC 系统的标准,在这些系统中引入校正因子可改善基于能量的模型预测。该动力学校正因子提供了一种利用更多数据完善现有模型的方法,并提供了分子见解,有助于调和以前关于 TCR-pMHC 结合动力学和亲和力对 T 细胞活化影响的相互矛盾的报道。
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引用次数: 0
期刊
Biophysical journal
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