Yulong Chen*, , , Yanfang Chen, , , Zhijun Xiang, , , Jiaqi Liang, , , Li Liu*, , and , Jun Liu*,
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For particles grafted with only two chains, the diffusivity decreases with <i>N</i><sub>g</sub> as <i>D</i> ∼ <i>N</i><sub>g</sub><sup>–2</sup>, suggesting a “snake-like” motion of the two-chain-grafted nanoparticles, like a linear chain. When multiple chains were grafted onto the nanoparticle, the decrease of <i>D</i> with <i>N</i><sub>g</sub> is more rapid than a power law, showing an exponential dependence on <i>N</i><sub>g</sub>, i.e., <i>D</i> ∼ exp(−α<i>N</i><sub>g</sub>), where α is a constant, due to the presence of extra grafts, blocking the reptation of the grafted nanoparticle. Instead, the multiple-chain-grafted nanoparticles can diffuse through one by one, rather than simultaneously, retractions of the graft chains. At much higher <i>N</i><sub>g</sub>, the “tube-renewal” effect of the surrounding matrix polymer emerges and gradually dominates the particle diffusion, as it becomes faster than the graft chain “retraction” process. Consequently, the diffusion coefficient deviates from the exponential relation and shows a progressively weaker dependence on <i>N</i><sub>g</sub>, until <i>D</i> ∼ <i>N</i><sub>g</sub><sup>–1</sup> at sufficiently high <i>N</i><sub>g</sub>. Finally, we also observed non-Gaussian dynamics at the crossover from the subdiffusive to diffusive stages due to the slowly varying, spontaneous fluctuations of the surrounding matrix polymer. Our findings could advance the fabrication of high-performance polymeric nanocomposites and inform innovative design strategies for precision-engineered drug delivery platforms.</p>","PeriodicalId":51,"journal":{"name":"Macromolecules","volume":"58 18","pages":"9586–9595"},"PeriodicalIF":5.2000,"publicationDate":"2025-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Diffusion of Polymer-Grafted Nanoparticles with Arm Retraction in Entangled Polymer Melts\",\"authors\":\"Yulong Chen*, , , Yanfang Chen, , , Zhijun Xiang, , , Jiaqi Liang, , , Li Liu*, , and , Jun Liu*, \",\"doi\":\"10.1021/acs.macromol.5c01345\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p >Diffusion of nanoparticles loosely grafted with polymer chains of varied lengths in entangled melts of linear polymers was investigated by means of molecular dynamics simulations. 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When multiple chains were grafted onto the nanoparticle, the decrease of <i>D</i> with <i>N</i><sub>g</sub> is more rapid than a power law, showing an exponential dependence on <i>N</i><sub>g</sub>, i.e., <i>D</i> ∼ exp(−α<i>N</i><sub>g</sub>), where α is a constant, due to the presence of extra grafts, blocking the reptation of the grafted nanoparticle. Instead, the multiple-chain-grafted nanoparticles can diffuse through one by one, rather than simultaneously, retractions of the graft chains. At much higher <i>N</i><sub>g</sub>, the “tube-renewal” effect of the surrounding matrix polymer emerges and gradually dominates the particle diffusion, as it becomes faster than the graft chain “retraction” process. Consequently, the diffusion coefficient deviates from the exponential relation and shows a progressively weaker dependence on <i>N</i><sub>g</sub>, until <i>D</i> ∼ <i>N</i><sub>g</sub><sup>–1</sup> at sufficiently high <i>N</i><sub>g</sub>. 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引用次数: 0
摘要
采用分子动力学模拟的方法研究了不同长度聚合物链松散接枝的纳米颗粒在线状聚合物纠缠熔体中的扩散。研究表明,对于不与基体聚合物纠缠的短接枝链纳米粒子,其传输受纳米粒子核与周围基体的接枝链之间的摩擦控制;也就是说,接枝的纳米粒子可以通过拖拽接枝来扩散。当接枝长度较长时,当它们与基体纠缠时,观察到聚合物接枝的纳米颗粒的扩散率受到严重抑制。对于仅接枝两条链的颗粒,扩散率随着Ng为D ~ Ng - 2而降低,表明两链接枝的纳米颗粒呈“蛇形”运动,就像一条线性链。当多个链接枝到纳米颗粒上时,D随Ng的降低比幂律更快,显示出对Ng的指数依赖,即D ~ exp(−αNg),其中α为常数,由于存在额外的接枝,阻止了接枝纳米颗粒的重复。相反,多链接枝的纳米颗粒可以一个接一个地扩散,而不是同时通过接枝链的缩回。在更高的Ng下,周围基质聚合物的“管更新”效应出现,并逐渐主导颗粒扩散,因为它比接枝链的“缩回”过程更快。因此,扩散系数偏离指数关系,显示出对Ng的依赖性逐渐减弱,直到D ~ Ng - 1在足够高的Ng下。最后,由于周围基质聚合物缓慢变化的自发波动,我们还观察到从亚扩散阶段到扩散阶段的交叉处的非高斯动力学。我们的发现可以推进高性能聚合物纳米复合材料的制造,并为精确工程药物输送平台的创新设计策略提供信息。
Diffusion of Polymer-Grafted Nanoparticles with Arm Retraction in Entangled Polymer Melts
Diffusion of nanoparticles loosely grafted with polymer chains of varied lengths in entangled melts of linear polymers was investigated by means of molecular dynamics simulations. The study showed that for nanoparticles with short graft chains that are unentangled with the matrix polymer, their transport is controlled by the frictions experienced by the nanoparticle core and the graft chains from the surrounding matrix; that is, the grafted nanoparticle can diffuse through dragging the grafts with it. At longer graft length Ng, when they are entangled with the matrix, a severe suppression of the polymer-grafted nanoparticle diffusivity was observed. For particles grafted with only two chains, the diffusivity decreases with Ng as D ∼ Ng–2, suggesting a “snake-like” motion of the two-chain-grafted nanoparticles, like a linear chain. When multiple chains were grafted onto the nanoparticle, the decrease of D with Ng is more rapid than a power law, showing an exponential dependence on Ng, i.e., D ∼ exp(−αNg), where α is a constant, due to the presence of extra grafts, blocking the reptation of the grafted nanoparticle. Instead, the multiple-chain-grafted nanoparticles can diffuse through one by one, rather than simultaneously, retractions of the graft chains. At much higher Ng, the “tube-renewal” effect of the surrounding matrix polymer emerges and gradually dominates the particle diffusion, as it becomes faster than the graft chain “retraction” process. Consequently, the diffusion coefficient deviates from the exponential relation and shows a progressively weaker dependence on Ng, until D ∼ Ng–1 at sufficiently high Ng. Finally, we also observed non-Gaussian dynamics at the crossover from the subdiffusive to diffusive stages due to the slowly varying, spontaneous fluctuations of the surrounding matrix polymer. Our findings could advance the fabrication of high-performance polymeric nanocomposites and inform innovative design strategies for precision-engineered drug delivery platforms.
期刊介绍:
Macromolecules publishes original, fundamental, and impactful research on all aspects of polymer science. Topics of interest include synthesis (e.g., controlled polymerizations, polymerization catalysis, post polymerization modification, new monomer structures and polymer architectures, and polymerization mechanisms/kinetics analysis); phase behavior, thermodynamics, dynamic, and ordering/disordering phenomena (e.g., self-assembly, gelation, crystallization, solution/melt/solid-state characteristics); structure and properties (e.g., mechanical and rheological properties, surface/interfacial characteristics, electronic and transport properties); new state of the art characterization (e.g., spectroscopy, scattering, microscopy, rheology), simulation (e.g., Monte Carlo, molecular dynamics, multi-scale/coarse-grained modeling), and theoretical methods. Renewable/sustainable polymers, polymer networks, responsive polymers, electro-, magneto- and opto-active macromolecules, inorganic polymers, charge-transporting polymers (ion-containing, semiconducting, and conducting), nanostructured polymers, and polymer composites are also of interest. Typical papers published in Macromolecules showcase important and innovative concepts, experimental methods/observations, and theoretical/computational approaches that demonstrate a fundamental advance in the understanding of polymers.