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Extraction of geometric and transport parameters from the time constant of exocytosis transients measured by nanoscale electrodes 从纳米尺度电极测量的胞吐瞬态时间常数中提取几何和输运参数。
IF 2.2 4区 生物学 Q3 BIOPHYSICS Pub Date : 2025-04-07 DOI: 10.1007/s00249-025-01744-0
Sundeep Kapila, Pradeep R. Nair

Exocytosis is a fundamental process related to the information exchange in the nervous and endocrine system. Among the various techniques, vesicle impact electrochemical cytometry (VIEC) has emerged as an effective method to mimic the exocytosis process and measure dynamic information about content transfer using nanoscale electrodes. In this article, through analytical models and large scale simulations, we develop scaling laws for the decay time constant ((tau )) for VIEC single-exponential transients. Specifically, our results anticipate a power law dependence of (tau) on the geometric and the transport parameters. This model compares very well with large scale simulations exploring the parameter space relevant for VIEC and with experimental results from literature. Remarkably, such physics-based compact models could allow for novel multi-feature-based self consistent strategies for back extraction of geometric and transport parameters and hence could contribute towards better statistical analysis and understanding of exocytosis transients and events.

胞吐是神经和内分泌系统信息交换的基本过程。在各种技术中,囊泡冲击电化学细胞术(VIEC)已经成为一种利用纳米级电极模拟胞吐过程和测量内容转移动态信息的有效方法。在本文中,通过解析模型和大规模模拟,我们建立了VIEC单指数瞬态衰变时间常数(τ)的标度规律。具体来说,我们的结果预测了τ对几何参数和输运参数的幂律依赖性。该模型与探索VIEC相关参数空间的大规模模拟以及文献中的实验结果非常吻合。值得注意的是,这种基于物理的紧凑模型可以允许新的基于多特征的自一致策略来反向提取几何和传输参数,因此可以有助于更好的统计分析和理解胞吐瞬态和事件。
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引用次数: 0
Exploring neural networks to uncover information-richer features for protein interaction prediction. 探索神经网络,揭示蛋白质相互作用预测的信息丰富特征。
IF 2.2 4区 生物学 Q3 BIOPHYSICS Pub Date : 2025-04-03 DOI: 10.1007/s00249-025-01742-2
Greta Grassmann, Lorenzo Di Rienzo, Giancarlo Ruocco, Edoardo Milanetti, Mattia Miotto

Moving in a crowded cellular environment, proteins have to recognize and bind to each other with high specificity. This specificity reflects in a combination of geometric and chemical complementarities at the core of interacting regions that ultimately influences binding stability. Exploiting such peculiar complementarity patterns, we recently developed CIRNet, a neural network architecture capable of identifying pairs of protein core interacting residues and assisting docking algorithms by rescaling the proposed poses. Here, we present a detailed analysis of the geometric and chemical descriptors utilized by CIRNet, investigating its decision-making process to gain deeper insights into the interactions governing protein-protein binding and their interdependence. Specifically, we quantitatively assess (i) the relative importance of chemical and physical features in network training and (ii) their interplay at protein interfaces. We show that shape and hydrophobic-hydrophilic complementarities contain the most predictive information about the classification outcome. Electrostatic complementarity alone does not achieve high classification accuracy but is required to boost learning. Ultimately, our findings suggest that identifying the most information-dense features may enhance our understanding of the mechanisms driving protein-protein interactions at core interfaces.

在拥挤的细胞环境中移动,蛋白质必须以高特异性识别和结合彼此。这种特异性反映在相互作用区域核心的几何和化学互补性的结合,最终影响结合稳定性。利用这种特殊的互补模式,我们最近开发了CIRNet,这是一种神经网络架构,能够识别蛋白质核心相互作用残基对,并通过重新缩放所提出的姿态来辅助对接算法。在这里,我们详细分析了CIRNet使用的几何和化学描述符,研究了其决策过程,以更深入地了解蛋白质-蛋白质结合的相互作用及其相互依赖性。具体来说,我们定量评估了(i)化学和物理特征在网络训练中的相对重要性以及(ii)它们在蛋白质界面上的相互作用。我们发现形状和疏水-亲水性互补性包含了对分类结果最具预测性的信息。单纯的静电互补性并不能达到很高的分类精度,但需要提高学习效率。最终,我们的研究结果表明,识别信息密度最高的特征可以增强我们对核心界面中驱动蛋白质相互作用机制的理解。
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引用次数: 0
The sleeping bacterium: shedding light on the resuscitation mechanism. 沉睡的细菌:揭示复苏机制。
IF 2.2 4区 生物学 Q3 BIOPHYSICS Pub Date : 2025-04-02 DOI: 10.1007/s00249-025-01743-1
Eleonora Alfinito, Matteo Beccaria

The revival mechanism in dormant bacteria is a puzzling and open issue. We propose a model of information diffusion on a regular grid where agents represent bacteria and their mutual interactions implement quorum sensing. Agents may have different metabolic characteristics corresponding to multiple phenotypes. The intra/inter phenotype cooperation is analyzed under different metabolic and productivity conditions. We study the interactions between rapidly reproducing active bacteria and non-reproducing quiescent bacteria. We highlight the conditions under which the quiescent bacteria may revive. The occurrence of revival is generally related to a change in environmental conditions. Our results support this picture showing that revival can be mediated by the presence of different catalyst bacteria that produce the necessary resources.

休眠细菌的复苏机制是一个令人费解的未决问题。我们提出了一个规则网格上的信息扩散模型,其中代理代表细菌,它们之间的相互作用实现了法定人数感应。代理可能具有与多种表型相对应的不同代谢特征。我们分析了不同代谢和生产条件下表型内/表型间的合作。我们研究了快速繁殖的活跃细菌和不繁殖的静止细菌之间的相互作用。我们强调了静止细菌可能复苏的条件。复苏的发生通常与环境条件的变化有关。我们的研究结果支持这一观点,表明不同的催化细菌可以产生必要的资源,从而促成复苏。
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引用次数: 0
A method to determine confidence limits for the area, sedimentation coefficient, and molar mass of individual peaks from a SEDFIT c(s) distribution 一种确定SEDFIT c(s)分布中单个峰的面积、沉降系数和摩尔质量置信限的方法。
IF 2.4 4区 生物学 Q3 BIOPHYSICS Pub Date : 2025-03-30 DOI: 10.1007/s00249-025-01741-3
John S. Philo

The c(s) sedimentation distribution method implemented in the program SEDFIT (Biophys J 78:1606–1619, 2000) is widely used for analyzing sedimentation velocity data, and is particularly useful for detecting low levels of aggregates or other minor components in protein pharmaceuticals. Unfortunately, this method does not provide confidence limits for the area or sedimentation coefficient of each resolved peak, which makes it difficult to assess whether differences from one sample to another are statistically significant. This paper describes a new method to obtain such confidence limits using the program SVEDBERG (Biophys J 72:435–444, 1997) by automatically translating a saved c(s) distribution into a discrete species model where the molar masses of all species are constrained to keep the f/f0 ratio constant for all species. This approach also then allows relaxing the constant f/f0 ratio constraint on one or more minor species to determine their true molar masses (independent of assumptions about hydrodynamic shape), and also determining the confidence limits on that molar mass. It is demonstrated that this approach will work for samples containing up to five minor components (six total species), and even when multiple minor species are present at levels of only a few tenths of 1%.

在SEDFIT (Biophys J 78:1606- 1619,2000)程序中实现的c(s)沉降分布法被广泛用于分析沉降速度数据,特别适用于检测蛋白质药物中低水平的聚集体或其他少量成分。不幸的是,该方法没有提供每个已分解峰的面积或沉降系数的置信限,这使得很难评估一个样品与另一个样品之间的差异是否具有统计学意义。本文描述了一种利用SVEDBERG (Biophys J 72:435-444, 1997)程序自动将保存的c(s)分布转换为离散物种模型的新方法,其中所有物种的摩尔质量被约束以保持所有物种的f/f0比率恒定。这种方法还允许放松对一个或多个小物种的恒定f/f0比率约束,以确定它们的真实摩尔质量(独立于有关流体动力形状的假设),并确定该摩尔质量的置信度限。研究表明,这种方法适用于含有多达五种次要成分(总共六种)的样品,甚至当多种次要物种的含量仅为百分之零点几时也是如此。
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引用次数: 0
Molecular dynamics study of the helix-to-disorder transition in short antimicrobial peptides from Urodacus yaschenkoi 亚琛乌龙鱼抗菌短肽螺旋向无序转变的分子动力学研究。
IF 2.2 4区 生物学 Q3 BIOPHYSICS Pub Date : 2025-03-26 DOI: 10.1007/s00249-025-01740-4
Flora Fernandez-Sánchez, Jenny Flores-Ávila, Hugo S. García, Edgar Mixcoha, Daniel Balleza

The bioactivity of the short antimicrobial peptides (ssAMPs) UyCT1, CT2, CT3, CT5, Uy17, Uy192, and Uy234 from the scorpion Urodacus yaschenkoi has been well-characterized. The antagonistic effect reported in those studies on some clinical isolates of pathogenic bacteria, including Staphylococcus aureus, Klebsiella pneumoniae, and Escherichia coli was studied with an in silico approach to contrast their bioactivity in molecular terms. The peptides were modeled by generating high-quality structures with AlphaFold2, properly validated, and subjected to dynamic simulations in aqueous systems with the Gromos 43a1 and Charmm 36 force fields. Our analysis indicates that the degree of helicity of these peptides is closely linked to their composition and several physicochemical factors such as the hydrophobicity index, electrostatic potential, intrinsic flexibility, and dipole moment. We also found interesting parallels between the degree of order mentioned and the potency of each peptide with previously studied bacterial strains, specifically S. aureus. We analyzed in more detail of two specific peptides, UyCT1 and UyCT2, whose sequences are almost identical, except for the presence of a G-cap in the former. This subtle difference has a decisive impact on the conformational dynamics of these peptides, making the UyCT2 peptide more prone to disorder and the UyCT1 peptide more stable through the formation of multiple H-bonds. This analysis, based on an exhaustive characterization of the physicochemical properties of these ssAMPs, together with the determination of their conformational dynamics and the correlation with experimental data, could be the basis for the design and optimization of new drugs based on natural peptides found in scorpion venoms.

研究了亚爪蝎抗菌短肽(ssAMPs) UyCT1、CT2、CT3、CT5、Uy17、Uy192和Uy234的生物活性。在这些研究中报道的对一些临床分离的致病菌的拮抗作用,包括金黄色葡萄球菌、肺炎克雷伯菌和大肠杆菌,用计算机方法研究了它们在分子方面的生物活性。通过AlphaFold2生成高质量结构的肽模型,适当验证,并在Gromos 43a1和Charmm 36力场的水系统中进行动态模拟。我们的分析表明,这些肽的螺旋度与它们的组成和几个物理化学因素密切相关,如疏水性指数、静电势、固有柔韧性和偶极矩。我们还发现,在所提到的顺序程度和效力之间的有趣的相似之处,每个肽与先前研究的细菌菌株,特别是金黄色葡萄球菌。我们更详细地分析了两种特定的肽,UyCT1和UyCT2,它们的序列几乎相同,除了前者存在一个g帽。这种微妙的差异对这些肽的构象动力学有决定性的影响,使UyCT2肽更容易紊乱,而UyCT1肽通过形成多个氢键而更稳定。该分析基于对这些ssAMPs的物理化学性质的详尽描述,以及它们的构象动力学和与实验数据的相关性的确定,可以为基于蝎子毒液中发现的天然肽的新药设计和优化提供基础。
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引用次数: 0
Correction: SEDNTERP: a calculation and database utility to aid interpretation of analytical ultracentrifugation and light scattering data 更正:SEDNTERP:一个计算和数据库实用程序,以帮助解释分析超离心和光散射数据。
IF 2.4 4区 生物学 Q3 BIOPHYSICS Pub Date : 2025-03-10 DOI: 10.1007/s00249-025-01739-x
John S. Philo
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引用次数: 0
Determination of the size parameters of α-synuclein amyloid precursor forms through DLS analysis DLS法测定α-突触核蛋白淀粉样蛋白前体形态的大小参数。
IF 2.2 4区 生物学 Q3 BIOPHYSICS Pub Date : 2025-03-03 DOI: 10.1007/s00249-025-01737-z
Marco A. Saraiva

Currently, there is an increased interest in identifying the characteristics of amyloid aggregates in the initial stages of amyloid formation. The aggregation mechanism of the α-synuclein (Syn) amyloid protein, which has been extensively studied, is still not fully understood. I show that with conventional dynamic light scattering (DLS) technique, the measurements of the dimensions of Syn amyloid precursor forms can be done early in the protein incubation. Additionally, the early aggregation of the Syn protein was initially studied by analyzing autocorrelation functions from fit distributions up to 104 µs in the initial DLS measurements, specifically within the first 21 min. Investigation was conducted on the variation in the pH of the Syn solution throughout time. Based on DLS data, large Syn aggregated species formed from the monomer protein species. Afterward, I generated the autocorrelation functions based on the original DLS data, extending the fit distributions up to 105 µs and noticed the existence of elongated Syn amyloid precursor forms in the protein solutions. Because the length of the elongated Syn amyloid precursor forms closely matches the wavelength of the incident light, the combination of translational diffusion Dt and rotational diffusion Dr in the decay rates enabled the measurement of their geometric dimensions through DLS. The improved precision of the fitted distributions I offered resulted in a new interpretation for the Syn protein aggregation in the initial stages. Overall, the methodology used in this study could be an effective strategy for examining how Syn amyloid precursor forms develop over time.

目前,在淀粉样蛋白形成的初始阶段,人们对淀粉样蛋白聚集体特征的识别越来越感兴趣。α-突触核蛋白(Syn)淀粉样蛋白的聚集机制已被广泛研究,但仍未完全了解。我表明,使用传统的动态光散射(DLS)技术,Syn淀粉样蛋白前体形态的尺寸测量可以在蛋白质孵化的早期完成。此外,通过分析初始DLS测量中高达104µs的拟合分布(特别是在前21分钟内)的自相关函数,初步研究了Syn蛋白的早期聚集。研究了Syn溶液在整个时间内的pH变化。基于DLS数据,大型Syn聚集物种由单体蛋白物种形成。随后,我根据原始DLS数据生成自相关函数,将拟合分布扩展到105µs,并注意到蛋白溶液中存在细长的Syn淀粉样蛋白前体形式。由于延长的Syn淀粉样蛋白前体形成的长度与入射光的波长密切匹配,因此衰变速率中的平移扩散Dt和旋转扩散Dr的组合使得通过DLS测量它们的几何尺寸成为可能。我所提供的拟合分布精度的提高,为Syn蛋白在初始阶段的聚集提供了新的解释。总的来说,本研究中使用的方法可能是一种有效的策略,用于检查Syn淀粉样蛋白前体如何随着时间的推移而发展。
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引用次数: 0
Exploring the biomechanical response of human semicircular canals by a visualized bionic model 利用可视化仿生模型探讨人体半规管的生物力学响应。
IF 2.2 4区 生物学 Q3 BIOPHYSICS Pub Date : 2025-03-03 DOI: 10.1007/s00249-025-01738-y
Yani Jiang, Xianhua Wen, Guangcheng Xiang, Wenxuan Zhang, Junjie Dai, Junjie Gong, Yixiang Bian

At present, research on the biomechanical response of the cupula of human semicircular canals (HSCs) has focused on indirect inference through the nystagmus view, which is limited by the participation of the human nervous system. In this study, 3D printing technology and hydrogel modification methods were used to fabricate a one-dimensional bionic semicircular canal (BSC) model with a ratio of 1:1 to the horizontal HSC. Target tracking technology was used to observe the deformation of the cupula. Then, constant angular acceleration stimulation and the other two stimulations were separately applied to the BSC to explore its biomechanical response. The results showed that the BSC had a similar time constant to that of the HSC, its maximum deviation displacement was proportional to the applied angular acceleration, and its amplitude-frequency gain under sinusoidal oscillation stimulation increased, but its phase difference decreased with increasing frequency, which consistent with the conclusions obtained by our theoretical deduction. The BSC model is expected to play a certain role in the mechanistic research and disease diagnosis of HSCs.

目前对人体半圆管丘生物力学反应的研究主要集中在眼球震颤视角的间接推断,受限于人体神经系统的参与。本研究采用3D打印技术和水凝胶改性方法制备了与水平HSC比例为1:1的一维仿生半规管(BSC)模型。采用目标跟踪技术观察锥体的变形情况。然后分别施加恒定角加速度刺激和其他两种刺激,研究BSC的生物力学响应。结果表明:BSC与HSC具有相似的时间常数,最大偏差位移与外加角加速度成正比,正弦振荡刺激下的幅频增益增大,但相位差随频率增加而减小,与理论推导一致。BSC模型有望在造血干细胞的机制研究和疾病诊断中发挥一定的作用。
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引用次数: 0
A paradigm shift: analytical ultracentrifugation as a multi-attribute platform method in targeted protein degradation 范式转变:分析超离心作为靶向蛋白质降解的多属性平台方法。
IF 2.4 4区 生物学 Q3 BIOPHYSICS Pub Date : 2025-02-17 DOI: 10.1007/s00249-025-01735-1
Alexander E. Yarawsky, Judith A. Ronau, Tiffany A. Thibaudeau, Aaron C. Ehlinger, Gekleng Chhor, Suki M. Hyman, Michelle A. Estrada, Vladimir Stojkovic, Michael T. DeLion, Anil Vasudevan, Justin M. Reitsma, Scott E. Warder, Lake N. Paul

Targeted protein degradation (TPD) has garnered appreciable interest in drug discovery due to its unique mechanism of action - degradation of a target in an event-driven manner, instead of traditional occupancy-driven inhibitor-based therapies. This is achieved by employing mono- or hetero-bifunctional small molecules known as degraders to induce the proximity of two proteins: a target protein and an E3 ubiquitin ligase, ultimately resulting in clearance of the target protein by the cell’s inherent degradation machinery. A critical step in this pathway is ternary complex formation (TCF) between the ligase, degrader molecule, and the target protein. Although a bevy of biochemical, biophysical, cellular and structural approaches have been used to characterize degrader-induced ternary complexes, several knowledge gaps remain, such as stoichiometry and how much ternary complex is formed in solution. Analytical ultracentrifugation (AUC) is a biophysical method that is uniquely suited to address these questions, yet to this point has been surprisingly overlooked as an ideal method to characterize degrader candidates. In this study, we leveraged sedimentation velocity AUC (SV-AUC) to profile the degrader-induced ternary complex formation between Bruton’s tyrosine kinase (BTK) and Cereblon (CRBN), allowing for evaluation of multiple attributes including sample purity, percent ternary complex, binding and kinetic rate constants, and hydrodynamics. We show that sedimentation equilibrium AUC (SE-AUC) can further complement the SV-AUC data with accurate molecular weight estimates of the ternary complex to confirm stoichiometry. This work demonstrates that AUC can be used both as a highly informative platform method for rapid characterization of candidate degrader compounds and as a rigorous method for elucidating additional details of the system.

靶向蛋白质降解(TPD)因其独特的作用机制--以事件驱动的方式降解靶标,而非传统的基于抑制剂的占据驱动疗法,在药物发现领域引起了极大的兴趣。这是通过使用被称为降解剂的单官能团或杂双官能团小分子来诱导两种蛋白质(靶蛋白和 E3 泛素连接酶)接近,最终由细胞固有的降解机制清除靶蛋白。这一途径的关键步骤是在连接酶、降解分子和目标蛋白之间形成三元复合物(TCF)。尽管已经使用了大量的生物化学、生物物理、细胞和结构方法来描述降解剂诱导的三元复合物,但仍存在一些知识空白,如化学计量和溶液中形成的三元复合物的数量。分析超速离心法(AUC)是一种生物物理方法,非常适合解决这些问题,但迄今为止,它作为表征候选降解剂的理想方法却被忽视了,这一点令人惊讶。在这项研究中,我们利用沉降速度 AUC(SV-AUC)来描述降解剂诱导的布鲁顿酪氨酸激酶(BTK)和脑龙(CRBN)之间形成的三元复合物,从而评估多种属性,包括样品纯度、三元复合物百分比、结合和动力学速率常数以及流体力学。我们的研究表明,沉降平衡 AUC(SE-AUC)可以进一步补充 SV-AUC 数据,准确估计三元复合物的分子量,从而确认化学计量学。这项工作表明,AUC 既可以作为一种信息量很大的平台方法,用于快速鉴定候选降解剂化合物,也可以作为一种严格的方法,用于阐明系统的其他细节。
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引用次数: 0
The effect of C-terminal deamidation on bacterial susceptibility and resistance to modelin-5 c端脱酰胺对细菌对modelin-5的敏感性和耐药性的影响。
IF 2.2 4区 生物学 Q3 BIOPHYSICS Pub Date : 2025-02-11 DOI: 10.1007/s00249-025-01732-4
Sarah R. Dennison, Leslie H. G. Morton, Kamal Badiani, Frederick Harris, David A. Phoenix

The C-terminal amide carried by antimicrobial peptides (AMPs) can play a variable role in their antibacterial action and here, this role is investigated here for the synthetic peptide modelin-5 (M5-NH2). The peptide showed potent activity against Pseudomonas aeruginosa (MLC = 5.9 µM), with strong binding to the cytoplasmic membrane (CM) (Kd = 21.5 μM) and the adoption of high levels of amphiphilic α-helical structure (80.1%) which promoted strong CM penetration (9.6 mN m−1) and CM lysis (89.0%). In contrast, Staphylococcus aureus was resistant to M5-NH2 (MLC = 139.6 µM), probably due electrostatic repulsion effects mediated by Lys-PG in the organism’s CM. These effects promoted weak CM binding (Kd = 120.6 μM) and the formation of low levels of amphiphilic α-helical structure (30.1%), with low levels of CM penetration (4.8 mN m−1) and lysis (36.4%). C-terminal deamidation had a variable influence on the antibacterial activity of M5-NH2, and in the case of S. aureus, loss of this structural moiety had no apparent effect on activity. The resistance of S. aureus to M5-NH2 isoforms appeared to be facilitated by the high level of charge carried by these peptides, as well as the density and distribution of this charge. In the case of P. aeruginosa, the activity of M5-NH2 was greatly reduced by C-terminal deamidation (MLC = 138.6 µM), primarily through decreased CM binding (Kd = 118.4 μM) and amphiphilic α-helix formation (39.6%) that led to lower levels of CM penetration (5.1 mN m−1) and lysis (39.0%).

抗菌肽(AMPs)所携带的 C 端酰胺在其抗菌作用中可发挥不同的作用,本文对合成肽 modelin-5 (M5-NH2) 的这种作用进行了研究。该肽对铜绿假单胞菌(MLC = 5.9 µM)具有很强的活性,能与细胞质膜(CM)紧密结合(Kd = 21.5 μM),并具有高水平的两亲性α-螺旋结构(80.1%),能促进CM的穿透(9.6 mN m-1)和CM的裂解(89.0%)。相比之下,金黄色葡萄球菌对 M5-NH2 具有抗药性(MLC = 139.6 µM),这可能是由于该生物体 CM 中的 Lys-PG 介导的静电排斥效应。这些效应促进了微弱的 CM 结合(Kd = 120.6 μM),并形成了低水平的两亲α-螺旋结构(30.1%),具有低水平的 CM 穿透性(4.8 mN m-1)和裂解性(36.4%)。C 端脱氨对 M5-NH2 的抗菌活性有不同程度的影响,而对金黄色葡萄球菌来说,失去这一结构分子对活性没有明显影响。金黄色葡萄球菌对 M5-NH2 异构体的抗性似乎是由于这些肽所携带的高水平电荷以及电荷的密度和分布。就铜绿假单胞菌而言,M5-NH2 的活性因 C 端脱氨而大大降低(MLC = 138.6 µM),这主要是由于 CM 结合力降低(Kd = 118.4 μM)和两亲性 α-螺旋形成(39.6%)导致 CM 穿透力(5.1 mN m-1)和裂解率(39.0%)降低。
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