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OpenCafeMol: A coarse-grained biomolecular simulator on GPU with its application to vesicle fusion. OpenCafeMol:基于GPU的粗粒度生物分子模拟器及其在囊泡融合中的应用。
IF 3.1 3区 生物学 Q2 BIOPHYSICS Pub Date : 2026-01-20 Epub Date: 2025-07-12 DOI: 10.1016/j.bpj.2025.07.012
Yutaka Murata, Toru Niina, Shoji Takada

There has been an increasing demand for longer-timescale molecular dynamics (MD) simulations of larger biomolecular systems. To meet these demands, using the C++ API of OpenMM, we developed a fast and flexible MD software, OpenCafeMol, for residue-resolution protein and lipid models that shows high performance on graphics processing unit (GPU) machines. We validated OpenCafeMol for folding small proteins, lipid membrane dynamics, and membrane protein structures. Benchmark tests of the computation times showed that OpenCafeMol with one GPU for proteins and lipid membranes is approximately 100 and 240 times faster than the corresponding simulations on a typical CPU machine (eight cores), respectively. Taking advantage of the high speed of OpenCafeMol, we applied it to two sets of vesicle fusion simulations; one driven by force and the other coupled with conformational dynamics of a soluble N-ethylmaleimide-sensitive factor attachment protein receptor (SNARE) complex. In the latter MD simulation at a high temperature resulted in vesicle docking and pore formation, followed by fusion, which are coupled with local folding of linkers in the SNARE complex. This opens up a new avenue to study membrane-fusion mechanisms via MD simulations. The source code for OpenCafeMol is fully available.

对大型生物分子系统的长时间分子动力学(MD)模拟的需求日益增加。为了满足这些需求,利用OpenMM的c++ API,我们开发了一个快速灵活的MD软件,OpenCafeMol,用于残余分辨率的蛋白质和脂质模型,在图形处理单元(GPU)机器上显示出高性能。我们验证了OpenCafeMol折叠小蛋白,脂质膜动力学和膜蛋白结构。计算时间的基准测试表明,使用一个GPU处理蛋白质和脂质膜的OpenCafeMol分别比在典型CPU机器(8核)上进行相应的模拟快大约100倍和240倍。利用OpenCafeMol的高速特性,将其应用于两组囊泡融合仿真;一个由力驱动,另一个与SNARE复合物的构象动力学耦合。在后者中,在高温下的直接MD模拟导致囊泡对接,孔隙形成随后融合,这与SNARE复合体中连接子的局部折叠相结合。这为通过MD模拟研究膜融合机制开辟了新的途径。openafemol的源代码是完全可用的。近年来,人们对长时间尺度生物分子动力学模拟的需求日益增加。为了满足这一需求,粗粒度分子表示和使用GPU是很有前途的方法。在这里,我们开发了一个快速灵活的MD软件,OpenCafeMol,用于残留物分辨率蛋白质和脂质模型,在图形处理单元(GPU)机器上显示高性能。基准测试表明,使用一个GPU的OpenCafeMol可以比在典型CPU机器上的相应模拟快2个数量级。将该方法应用于SNARE复合物介导的囊泡融合,结果令人满意。
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引用次数: 0
Structural basis for efficient Fo motor rotation revealed by MCMD simulation and structural analysis. MCMD仿真与结构分析揭示了液压马达高效旋转的结构基础。
IF 3.1 3区 生物学 Q2 BIOPHYSICS Pub Date : 2026-01-20 Epub Date: 2025-10-06 DOI: 10.1016/j.bpj.2025.10.006
Shintaroh Kubo, Hiroyuki Noji

Fo domain of ATP synthase functions as a rotary molecular motor, coupling proton translocation with the rotation of the c-ring rotor. This process involves proton uptake at the entry half-channel, rotor rotation, and proton release to the exit half-channel. Although the overall coupling mechanism is established, the design principle for efficient rotation remains unclear. Here, we employed hybrid molecular simulations-combining coarse-grained modeling and Monte Carlo methods-to investigate the roles of side-chain flexibility at proton-binding residues and the angular mismatch between the proton uptake process and the proton release process. Our results indicate that both factors promote rotational activity, with side-chain flexibility playing a more significant role. Comparable analysis of Fo structures from different species revealed that the key residue geometry is conserved, and that the asymmetric geometry of the two half-channels aligns with the mechanism suggested by simulation. These findings highlight a conserved design principle that enhances rotational efficiency and offers a mechanistic basis for engineering synthetic rotary systems.

ATP合酶的Fo结构域作为旋转分子马达,将质子易位与c环转子的旋转耦合在一起。这个过程包括质子吸收在入口半通道,转子旋转,质子释放到出口半通道。虽然整体的耦合机制已经建立,但高效旋转的设计原则仍不明确。在这里,我们采用混合分子模拟-结合粗粒度建模和蒙特卡罗方法-来研究质子结合残基侧链柔韧性的作用以及质子摄取过程和质子释放过程之间的角度不匹配。研究结果表明,这两个因素都促进了分子的旋转活性,其中侧链柔韧性的作用更为显著。对不同物种Fo结构的比较分析表明,关键残基几何形状是保守的,两个半通道的不对称几何形状与模拟结果一致。这些发现强调了一个保守的设计原则,提高了旋转效率,并为工程合成旋转系统提供了机械基础。
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引用次数: 0
Estimating physical conditions supporting gradients of ATP concentration in the eukaryotic cell. 真核细胞中支持ATP浓度梯度的物理条件的估计。
IF 3.1 3区 生物学 Q2 BIOPHYSICS Pub Date : 2026-01-20 Epub Date: 2025-06-16 DOI: 10.1016/j.bpj.2025.06.016
Rajneesh Kumar, Iain G Johnston

The ATP molecule serves as an energy currency in eukaryotes (and all life), providing the energy needed for many essential cellular processes. But the extent to which substantial spatial differences exist in ATP concentration in the cell remains incompletely known. It is variously argued that ATP diffuses too quickly for large gradients to be established, or that the high rates of ATP production and use (sources and sinks) can support large gradients even with rapid diffusion-and microscopic models and detailed experiments in different specific cases support both pictures. Here, we attempt a mesoscopic investigation, using reaction-diffusion modeling in a simple biophysical picture of the cell to attempt to ask, generally, which conditions cause substantial ATP gradients to emerge within eukaryotic cells. If ATP sources (like mitochondria) or sinks (like the nucleus) are spatially clustered, large fold changes in concentration can exist across the cell; if sources and sinks are more spread, then rapid diffusion indeed prevents large gradients from being established. This dependence holds in model cells of different sizes, suggesting its generality across cell types. Our theoretical work will complement developing intracellular approaches exploring ATP concentration inside eukaryotic cells.

ATP分子在真核生物(和所有生命)中充当能量货币,为许多基本的细胞过程提供所需的能量。但细胞内ATP浓度存在的空间差异的程度仍不完全清楚。有各种各样的争论认为,ATP扩散太快,无法建立大的梯度,或者ATP的高生产和使用速率(源和汇)即使在快速扩散的情况下也可以支持大的梯度——微观模型和不同具体情况下的详细实验支持这两种情况。在这里,我们尝试进行介观研究,在细胞的简单生物物理图像中使用反应扩散模型,试图询问,通常,哪些条件会导致真核细胞内出现实质性的ATP梯度。如果ATP源(如线粒体)或汇(如细胞核)在空间上聚集,则整个细胞的浓度会发生大的折叠变化;如果源和汇分布更广,那么快速扩散确实会阻止大梯度的建立。这种依赖性存在于不同大小的模型细胞中,表明它在细胞类型之间具有普遍性。我们的理论工作将补充研究真核细胞内ATP浓度的细胞内方法。
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引用次数: 0
The influence of 10n and 10n+5 linker lengths on chromatin fiber topologies explored by mesoscale modeling. 规则核小体连接体间距的染色质纤维拓扑结构是什么?中尺度模式探讨了10n和10n+5连接体长度的影响。
IF 3.1 3区 生物学 Q2 BIOPHYSICS Pub Date : 2026-01-20 Epub Date: 2025-09-01 DOI: 10.1016/j.bpj.2025.08.030
Zilong Li, Stephanie Portillo-Ledesma, Moshe Janani, Tamar Schlick

The structural organization of chromatin is intricately influenced by the length of linker DNA connecting nucleosomes. Some studies have suggested preferred linker lengths of 10n and 10n+5 base pairs (bp) (n = integer). Because these lengths dictate the rotational orientation of successive nucleosomes in the fiber axis, they can markedly affect chromatin fiber compaction and topology. Using a refined mesoscale chromatin model with 5-bp resolution, we investigate the influence of linker DNA periodicity, linker histone density, salt concentration, and starting fiber topology on chromatin architecture for regular fibers versus "life-like" fibers, the latter with irregular spacing between nucleosomes. Our results reveal that regular fibers with 10n linkers exhibit compact zigzag configurations, whereas 10n+5 linkers generate more open and flexible structures. However, these effects are pronounced only for short linker lengths, as longer linkers are more heterogeneous. Moreover, increased linker histone density further enhances compaction for long linker lengths, and lower salt concentration modifies chromatin topologies, diminishing periodicity-driven effects. In addition, any periodicity effect in tightly packed solenoid configurations is much less pronounced. All these trends for regular fibers are reduced in life-like fibers with irregularly spaced nucleosomes, despite having the same average spacing. Moreover, the trend details depend highly on specific features of the fiber architecture as designed in experiments and simulations. Overall, our study highlights how reported differences depend on modeling details and emphasizes the role of linker DNA length in regulating chromatin fiber architecture and its potential implications for genome accessibility and expression.

染色质的结构组织受到连接核小体的连接体DNA长度的复杂影响。有研究表明,优选的连接体长度包括10n和10n+5碱基对值(n =整数)。因为这些长度决定了连续核小体在纤维轴上的旋转方向,它们可以显著影响染色质纤维的压实和拓扑结构。使用精细的5 bp分辨率的中尺度染色质模型,我们研究了连接子DNA周期性、连接子组蛋白密度、盐浓度和起始纤维拓扑结构对规则纤维和“类生命”纤维染色质结构的影响,后者核小体之间的间距不规则。我们的研究结果表明,带有10n接头的规则光纤具有紧凑的之字形结构,而带有10n+5接头的规则光纤具有更开放和灵活的结构。然而,这些效应仅对较短的连接体长度有明显的影响,因为较长的连接体更具异质性。此外,连接体组蛋白密度的增加进一步增强了长连接体长度的压实,较低的盐浓度改变了染色质拓扑结构,减少了周期性驱动的影响。此外,任何周期性的影响,在紧密包装的螺线管配置是不太明显。尽管核小体的平均间距相同,但在具有不规则间距的类生命纤维中,所有这些规律的趋势都减少了。此外,趋势细节在很大程度上取决于在实验和模拟中设计的光纤体系结构的具体特征。总的来说,我们的研究强调了报告的差异如何依赖于建模细节,并强调了连接体DNA长度在调节染色质纤维结构中的作用及其对基因组可及性和表达的潜在影响。
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引用次数: 0
Molecular dynamics reveals how calcium drives hetero- versus homo-trimerisation of type I collagen 分子动力学揭示了钙如何驱动I型胶原的异质与同源三聚化
IF 3.4 3区 生物学 Q2 BIOPHYSICS Pub Date : 2026-01-20 DOI: 10.1016/j.bpj.2026.01.033
Emily J. Johnson, Shangze Xu, João V. de Souza, Anthony Evans, Agnieszka K. Bronowska, Elizabeth G. Canty-Laird
Type I collagen is the main structural protein of vertebrates and forms molecular trimers from the COL1A1 and COL1A2 gene products: proα1α(I) and proα2α(I), during biosynthesis. Calcium ions are required for trimers to form. The amino acid sequence of the C-propeptide of collagen, which is removed before collagen fibril formation, initially drives heterotrimerisation. Abnormal homotrimeric type I collagen is associated with age-related diseases including cancer, fibrosis, musculoskeletal and cardiovascular conditions but the circumstances under which the homotrimer may form are poorly understood. Here we used molecular dynamics simulations of the C-propeptide protein structure to show that inter- and intra-chain hydrogen bonding is affected by loss of calcium and that this leads chains to become destabilised, particularly at the interfaces of each chain. Loss of calcium resulted increased distances between the cysteine residues that form inter-chain disulphide bonds, preventing the formation of these bonds. Pulling simulations and modelling of calcium dissociation from monomers showed that calcium ions were more strongly bound to the α1(I) than the α2(I) chain. However, enhanced sampling methods implied the α2(I) chain has a higher trimer affinity than a third α1(I) chain in the presence of structural calcium. To quantify assembly thermodynamics, we computed relative binding free energies by alchemical thermodynamic integration, demonstrating that α2(I)-specific residues at the interchain interface conferred a measurable thermodynamic advantage to trimer formation in the presence of calcium. Hence although heterotrimerisation is normally favoured, in reduced calcium conditions the homotrimer can form by sequestering available calcium to the α1(I) chains. This study provides a molecular explanation for a calcium-based mechanism driving heterotrimerisation versus homotrimerisation of type I collagen.
I型胶原是脊椎动物的主要结构蛋白,在生物合成过程中由COL1A1和COL1A2基因产物原α1α(I)和原α2α(I)形成分子三聚体。三聚体的形成需要钙离子。胶原蛋白c -前肽的氨基酸序列在胶原纤维形成之前被去除,最初驱动异源三聚体化。异常的同型三聚体I型胶原蛋白与年龄相关的疾病有关,包括癌症、纤维化、肌肉骨骼和心血管疾病,但同型三聚体可能形成的情况尚不清楚。在这里,我们使用c -前肽蛋白结构的分子动力学模拟来显示链间和链内氢键受到钙损失的影响,这导致链变得不稳定,特别是在每条链的界面上。钙的损失导致形成链间二硫键的半胱氨酸残基之间的距离增加,从而阻止了这些键的形成。单体钙解离的拉扯模拟和模型表明,钙离子与α1(I)链的结合比α2(I)链更强。然而,增强采样方法表明,在结构钙存在下,α2(I)链比第三α1(I)链具有更高的三聚体亲和力。为了量化组装热力学,我们通过炼金术热力学积分计算了相对结合自由能,表明在钙存在的情况下,链间界面上α2(I)特异性残基对三聚体的形成具有可测量的热力学优势。因此,尽管异源三聚体通常是有利的,但在低钙条件下,通过将可用的钙固定在α1(I)链上,可以形成同源三聚体。这项研究为驱动I型胶原异源三聚化与同源三聚化的钙基机制提供了分子解释。
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引用次数: 0
Kinetic Modeling of mant-ATP Turnover to Interpret the Biochemically Defined Myosin SRX State mant-ATP转换动力学模型解释生化定义的肌球蛋白SRX状态
IF 3.4 3区 生物学 Q2 BIOPHYSICS Pub Date : 2026-01-20 DOI: 10.1016/j.bpj.2026.01.018
Filip Ježek, Seungyeon Julia Han, Alison S. Vander Roest, Daniel A. Beard
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引用次数: 0
A coarse-grained model for simulations of phosphorylated disordered proteins. 用于模拟磷酸化无序蛋白的粗粒度模型。
IF 3.1 3区 生物学 Q2 BIOPHYSICS Pub Date : 2026-01-20 Epub Date: 2025-07-07 DOI: 10.1016/j.bpj.2025.07.001
Arriën Symon Rauh, Gustav Stausbøll Hedemark, Giulio Tesei, Kresten Lindorff-Larsen

Protein phosphorylation is a common and essential post-translational modification that affects biochemical properties and regulates biological activities. Phosphorylation is particularly common for intrinsically disordered proteins and can significantly modulate their function and potential to interact with binding partners. To understand the biophysical origins of how phosphorylation of disordered proteins influences their function, it is valuable to investigate how the modifications lead to changes in their conformational ensembles. Here, we have used a top-down data-driven approach to develop a coarse-grained molecular dynamics model compatible with the CALVADOS protein simulation model to study the effects of serine and threonine phosphorylation on the global structural properties of disordered proteins. We parameterize the model using experimental data on the effects of phosphorylation on global dimensions. By comparing with baseline models and simulations using the phosphomimetics aspartate and glutamate, we show that the effect of phosphorylation on the global dimensions of disordered proteins is mostly driven by the additional charge. We envisage that our model can be applied to study the effects of phosphorylation of disordered proteins at the proteome scale as well as to study the important roles of protein phosphorylation on phase separation.

蛋白质磷酸化是影响生物化学特性和调节生物活性的一种常见且必要的翻译后修饰。磷酸化对于内在无序的蛋白质尤其常见,并且可以显著调节其功能和与结合伙伴相互作用的潜力。为了了解无序蛋白的磷酸化如何影响其功能的生物物理起源,研究修饰如何导致其构象集合的变化是有价值的。本研究采用自顶向下的数据驱动方法,建立了与CALVADOS蛋白模拟模型兼容的粗粒度分子动力学模型,研究丝氨酸和苏氨酸磷酸化对无序蛋白全局结构特性的影响。我们使用关于磷酸化对全局维度影响的实验数据来参数化模型。通过与基线模型和使用拟磷物天冬氨酸和谷氨酸的模拟进行比较,我们发现磷酸化对无序蛋白的整体尺寸的影响主要是由附加电荷驱动的。我们设想我们的模型可以应用于在蛋白质组尺度上研究无序蛋白质磷酸化的影响,以及研究蛋白质磷酸化在相分离中的重要作用。
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引用次数: 0
A minimal activator-inhibitor-repressor model of the hepatic circadian clock 肝脏生物钟的最小激活-抑制-抑制模型
IF 3.4 3区 生物学 Q2 BIOPHYSICS Pub Date : 2026-01-19 DOI: 10.1016/j.bpj.2026.01.024
Pauline Delpierre, Marc Lefranc
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引用次数: 0
DNA-PAINT resolves E-cadherin-independent cross-junctional F-actin organization in Drosophila embryonic tissue. DNA-PAINT解决了果蝇胚胎组织中不依赖于e -钙粘蛋白的交叉连接f -肌动蛋白组织。
IF 3.4 3区 生物学 Q2 BIOPHYSICS Pub Date : 2026-01-16 DOI: 10.1016/j.bpj.2026.01.026
Matthias Häring,Yuanshu Zhang,Na Zhang,Edward S Allgeyer,Jennifer H Richens,George Sirinakis,Zhiyi Lv,Daniel St Johnston,Fred Wolf,Jörg Großhans,Deqing Kong
Cell junction remodeling is central to epithelial morphogenesis and tissue rheology, and depends on the interplay between adhesion molecules and the actomyosin cortex. E-cadherin constitutes the molecular basis for epithelial cell adhesion, while cortical actomyosin plays a major role in intracellular force generation. However, the precise nanoscale organization and relationship between F-actin and E-cadherin at the cell interface still remain insufficiently understood. Here, we applied super-resolution DNA/peptide-PAINT microscopy to reveal the nanoscopic clustering of E-cadherin and its junctional distribution in relation to cortical F-actin at adherens junctions in the Drosophila embryonic epidermis. We were able to resolve distinct pairs of E-cadherin clusters approximately 45 nm apart on opposite sides of the adherens junctions. Intriguingly, these paired clusters were interspersed with unpaired clusters, lacking corresponding counterparts across the junction. We observed that cluster size, spatial arrangement, and cross-junction matching change during development and depend on N-glycosylation, a post-translational modification affecting E-cadherin. Moreover, the organization of F-actin cortices between neighboring cells were found to be strongly correlated at junctions. Contrary to expectations, this intercellular F-actin correlation was observed independently of E-cadherin. Our study provides new insights into the nanoscale organization of adherens junctions, opening a window into the molecular mechanism of adhesion and mechanics of epithelial cells during morphogenesis.
细胞连接重塑是上皮形态发生和组织流变的核心,依赖于粘附分子和肌动球蛋白皮层之间的相互作用。e -钙粘蛋白是上皮细胞粘附的分子基础,而皮质肌动球蛋白在细胞内力的产生中起主要作用。然而,F-actin和E-cadherin在细胞界面上的精确纳米级组织和关系仍然没有得到充分的了解。在这里,我们应用超分辨率DNA/肽- paint显微镜来揭示E-cadherin的纳米级聚集及其与皮层f -肌动蛋白在果蝇胚胎表皮粘附连接处的连接分布。我们能够分辨出不同的e -钙粘蛋白簇对,它们在粘附体连接的两侧相距约45纳米。有趣的是,这些配对的簇与未配对的簇穿插在一起,在连接处缺乏相应的对应簇。我们观察到簇大小、空间排列和交叉结匹配在发育过程中发生变化,并依赖于n -糖基化,这是一种影响e -钙粘蛋白的翻译后修饰。此外,发现相邻细胞之间的F-actin皮层的组织在连接处密切相关。与预期相反,这种细胞间的f -肌动蛋白相关性是独立于e -钙粘蛋白观察到的。我们的研究为粘附连接的纳米级组织提供了新的见解,为研究上皮细胞在形态发生过程中的粘附分子机制和力学打开了一扇窗。
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引用次数: 0
Modeling lipid nanoparticle transport in extracellular matrix: Effects of particle size and rigidity. 模拟脂质纳米颗粒在细胞外基质中的运输:颗粒大小和硬度的影响。
IF 3.4 3区 生物学 Q2 BIOPHYSICS Pub Date : 2026-01-16 DOI: 10.1016/j.bpj.2026.01.016
Prasheel Nakate,Arezoo M Ardekani
Lipid nanoparticles (LNPs) traverse through multiple biological barriers, such as crosslinked mesh structures in the extracellular matrix, before reaching their target sites. The physicochemical properties of LNPs determine their ability to penetrate complex biological environments such as the brain extracellular matrix. Their deformation in polymeric matrices affects transport, making it crucial to understand these factors for effective therapeutic delivery. Here, we develop a highly Coarse-Grained (CG) model of the LNP and its surrounding polymeric matrix, simulated as a uniform grid of cross-linked hyaluronic acid (HA) chains. The model for highly coarse-grained LNP was developed from a one-particle-thick membrane model that maintains mechanical features of lipid membranes, such as fluidity, topological changes, and hydrodynamic effects. Here, we investigate the collective influence of lipid nanoparticle size and its bending rigidity on the diffusive transport through the biological matrix. Our work highlights the role of particle to matrix size ratio in understanding deformation assisted diffusive transport of LNPs in the matrix environment. Our study provides a tool to disentangle the effects of particle size and their bending rigidity on the transport through complex environments. Furthermore, this study systematically complements the rational design of lipid nanoparticle-based drug delivery platforms.
脂质纳米颗粒(LNPs)在到达目标位点之前会穿过多种生物屏障,例如细胞外基质中的交联网状结构。LNPs的物理化学性质决定了它们穿透复杂生物环境(如大脑细胞外基质)的能力。它们在聚合物基质中的变形影响运输,因此了解这些因素对于有效的治疗递送至关重要。在这里,我们开发了LNP及其周围聚合物基质的高度粗粒度(CG)模型,模拟为交联透明质酸(HA)链的均匀网格。高粗粒LNP模型是由一个单颗粒厚的膜模型发展而来的,该模型保持了脂质膜的力学特征,如流动性、拓扑变化和水动力效应。在这里,我们研究了脂质纳米颗粒大小及其弯曲刚度对生物基质扩散运输的集体影响。我们的工作强调了颗粒与基质尺寸比在理解变形辅助LNPs在基质环境中的扩散输运中的作用。我们的研究提供了一种工具来解开颗粒尺寸及其弯曲刚度对复杂环境中传输的影响。此外,本研究系统地补充了基于脂质纳米颗粒的给药平台的合理设计。
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引用次数: 0
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