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Modeling Drug-Carrier Interaction in the Drug Release from Nanocarriers

机译:从纳米载体释放药物时模拟药物-载体相互作用

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摘要

Numerous nanocarriers of various compositions and geometries have been developed for the delivery and release of therapeutic and imaging agents. Due to the high specific surface areas of nanocarriers, different mechanisms such as ion pairing and hydrophobic interaction need to be explored for achieving sustained release. Recently, we developed a three-parameter model that considers reversible drug-carrier interaction and first-order drug release from liposomes. A closed-form analytical solution was obtained. Here, we further explore the ability of the model to capture the release of bioactive molecules such as drugs and growth factors from various nanocarriers. A parameter study demonstrates that the model is capable of resembling major categories of drug release kinetics. We further fit the model to 60 sets of experimental data from various drug release systems, including nanoparticles, hollow particles, fibers, and hollow fibers. Additionally, bootstrapping is used to evaluate the accuracy of parameter determination and validate the model in selected cases. The simplicity and universality of the model and the clear physical meanings of each model parameter render the model useful for the design and development of new drug delivery systems.
机译:已经开发出多种具有各种组成和几何形状的纳米载体,用于递送和释放治疗剂和显像剂。由于纳米载体的高比表面积,需要探索诸如离子对和疏水相互作用的不同机理以实现持续释放。最近,我们开发了一个三参数模型,该模型考虑了可逆的药物-载体相互作用和脂质体的一级药物释放。获得了封闭形式的分析溶液。在这里,我们进一步探讨了该模型捕获各种纳米载体释放的生物活性分子(例如药物和生长因子)的能力。参数研究表明,该模型能够类似于药物释放动力学的主要类别。我们进一步将模型拟合到来自各种药物释放系统的60组实验数据,这些系统包括纳米颗粒,空心颗粒,纤维和空心纤维。此外,自举用于评估参数确定的准确性并在选定的情况下验证模型。该模型的简单性和通用性以及每个模型参数的明确物理含义使该模型可用于设计和开发新的药物输送系统。

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