Di Mascolo Daniele, Coclite Alessandro, Gentile Francesco, Francardi Marco
Italian Institute of Technology , 16163 Genova , Italy . Email:
School of Earth Sciences , University of Bristol , Queens Road Wills Memorial Building , Bristol , UK.
Nanoscale Adv. 2019 Apr 1;1(4):1541-1552. doi: 10.1039/c8na00187a. Epub 2019 Jan 30.
Polymeric micro and nanoconstructs are emerging as promising delivery systems for therapeutics and contrast agents in microcirculation. Excellent assets associated with polymeric particulates of tunable shape, size, mechanical and chemical properties may improve the efficiency of delivery and represent the basis of personalized medicine and treatment. Nevertheless, lack of effective techniques of analysis may limit their use in biomedicine and bioengineering. In this paper, we demonstrated Raman Spectroscopy for quantitative characterization of poly lactic--glycolic acid (PLGA) micro-plate drug delivery systems. To do so, we (i) acquired bi-dimensional Raman maps of PLGA micro-plates loaded with curcumin at various times of release over multiple particles. We (ii) realized an exploratory analysis of data using the principal component analysis (PCA) technique to find hidden patterns in the data and reduce the dimensionality of the system. Then, we (iii) used an innovative univariate method of analysis of the reduced system to derive quantitative drug release profiles. High performance liquid chromatography (HPLC), the consolidated method of analysis of macro-sized systems, was used for comparison. We found that our system is as efficient as HPLC but, differently from HPLC, it enables quantitative analysis of systems at the single particle level.
聚合物微纳结构正在成为用于微循环中治疗剂和造影剂的有前景的递送系统。与具有可调节形状、尺寸、机械和化学性质的聚合物颗粒相关的优异特性可能会提高递送效率,并代表个性化医学和治疗的基础。然而,缺乏有效的分析技术可能会限制它们在生物医学和生物工程中的应用。在本文中,我们展示了拉曼光谱用于聚乳酸-乙醇酸共聚物(PLGA)微板药物递送系统的定量表征。为此,我们(i)在多个颗粒的不同释放时间获取了负载姜黄素的PLGA微板的二维拉曼图谱。我们(ii)使用主成分分析(PCA)技术对数据进行探索性分析,以发现数据中的隐藏模式并降低系统的维度。然后,我们(iii)使用一种创新的单变量方法对简化后的系统进行分析,以得出定量的药物释放曲线。使用高效液相色谱法(HPLC)(宏观尺寸系统的传统分析方法)进行比较。我们发现我们的系统与HPLC一样有效,但与HPLC不同的是,它能够在单颗粒水平上对系统进行定量分析。