Lodi Matteo B, Corda Eleonora M A, Desogus Francesco, Fanti Alessandro, Mazzarella Giuseppe
Department of Electrical and Electronic Engineering, University of Cagliari, via Marengo 2, 09123 Cagliari, Italy.
Consorzio Nazionale Interuniversitario per le Telecomunicazioni (CNIT), Cagliari Research Unit, Department of Eletrical and Electronic Engineering, University of Cagliari, via Marengo 2, 09123 Cagliari, Italy.
Bioengineering (Basel). 2024 Jun 6;11(6):573. doi: 10.3390/bioengineering11060573.
Magnetic scaffolds (MagSs) are magneto-responsive devices obtained by the combination of traditional biomaterials (e.g., polymers, bioceramics, and bioglasses) and magnetic nanoparticles. This work analyzes the literature about MagSs used as drug delivery systems for tissue repair and cancer treatment. These devices can be used as innovative drugs and/or biomolecules delivery systems. Through the application of a static or dynamic stimulus, MagSs can trigger drug release in a controlled and remote way. However, most of MagSs used as drug delivery systems are not optimized and properly modeled, causing a local inhomogeneous distribution of the drug's concentration and burst release. Few physical-mathematical models have been presented to study and analyze different MagSs, with the lack of a systematic vision. In this work, we propose a modeling framework. We modeled the experimental data of drug release from different MagSs, under various magnetic field types, taken from the literature. The data were fitted to a modified Gompertz equation and to the Korsmeyer-Peppas model (KPM). The correlation coefficient (R2) and the root mean square error (RMSE) were the figures of merit used to evaluate the fitting quality. It has been found that the Gompertz model can fit most of the drug delivery cases, with an average RMSE below 0.01 and R2>0.9. This quantitative interpretation of existing experimental data can foster the design and use of MagSs for drug delivery applications.
磁性支架(MagSs)是通过将传统生物材料(如聚合物、生物陶瓷和生物玻璃)与磁性纳米颗粒结合而获得的磁响应装置。这项工作分析了有关用作组织修复和癌症治疗药物递送系统的磁性支架的文献。这些装置可用作创新的药物和/或生物分子递送系统。通过施加静态或动态刺激,磁性支架可以以可控和远程的方式触发药物释放。然而,大多数用作药物递送系统的磁性支架并未得到优化和适当建模,导致药物浓度局部分布不均和突发释放。很少有物理数学模型被提出用于研究和分析不同的磁性支架,缺乏系统的视角。在这项工作中,我们提出了一个建模框架。我们对从文献中获取的不同磁性支架在各种磁场类型下的药物释放实验数据进行了建模。数据被拟合到修正的Gompertz方程和Korsmeyer-Peppas模型(KPM)。相关系数(R2)和均方根误差(RMSE)是用于评估拟合质量的品质因数。已发现Gompertz模型可以拟合大多数药物递送情况,平均RMSE低于0.01且R2>0.9。对现有实验数据的这种定量解释可以促进用于药物递送应用的磁性支架的设计和使用。