Department of Analytical Chemistry, Kyoto Pharmaceutical University, 5 Nakauchicho, Misasagi, Yamashina-ku, Kyoto, 607-8414, Japan.
Anal Bioanal Chem. 2018 Aug;410(20):5033-5042. doi: 10.1007/s00216-018-1154-z. Epub 2018 Jun 6.
The lipid fluidity of various lipid nanoemulsions (LNEs) without and with flutamide (FT) and containing one of two neutral lipids, one of four phosphatidylcholines as a surfactant, and sodium palmitate as a cosurfactant was investigated by the combination of H nuclear magnetic resonance (NMR) spectroscopy and principal component analysis (PCA). In the H NMR spectra, the peaks from the methylene groups of the neutral lipids and surfactants for all LNE preparations showed downfield shifts with increasing temperature from 20 to 60 °C. PCA was applied to the H NMR spectral data obtained for the LNEs. The PCA resulted in a model in which the first two principal components (PCs) extracted 88% of the total spectral variation; the first PC (PC-1) axis and second PC (PC-2) axis accounted for 73 and 15%, respectively, of the total spectral variation. The Score-1 values for PC-1 plotted against temperature revealed the existence of two clusters, which were defined by the neutral lipid of the LNE preparations. Meanwhile, the Score-2 values decreased with rising temperature and reflected the increase in lipid fluidity of each LNE preparation, consistent with fluorescence anisotropy measurements. In addition, the changes of Score-2 values with temperature for LNE preparations with FT were smaller than those for LNE preparations without FT. This indicates that FT encapsulated in LNE particles markedly suppressed the increase in lipid fluidity of LNE particles with rising temperature. Thus, PCA of H NMR spectra will become a powerful tool to analyze the lipid fluidity of lipid nanoparticles. Graphical abstract ᅟ.
采用 H 核磁共振(NMR)光谱和主成分分析(PCA)组合的方法,研究了不同的脂质纳米乳液(LNEs)在没有和含有氟他胺(FT)的情况下以及含有两种中性脂质、四种磷脂中的一种作为表面活性剂和棕榈酸钠作为助表面活性剂的情况下的脂类流动性。在 H NMR 光谱中,所有 LNEs 制剂的中性脂质和表面活性剂的亚甲基峰随温度从 20°C 升高到 60°C 而向高场移动。PCA 应用于获得的 LNEs 的 H NMR 光谱数据。PCA 产生了一个模型,其中前两个主成分(PC)提取了总光谱变化的 88%;第一主成分(PC-1)轴和第二主成分(PC-2)轴分别占总光谱变化的 73%和 15%。绘制 PC-1 的得分-1 值与温度的关系揭示了两个聚类的存在,这些聚类由 LNEs 制剂的中性脂质定义。同时,随着温度的升高,Score-2 值下降,反映了每个 LNEs 制剂的脂类流动性增加,这与荧光各向异性测量结果一致。此外,与不含 FT 的 LNEs 制剂相比,FT 包封在 LNEs 颗粒中的变化较小。这表明 FT 包裹在 LNEs 颗粒中显著抑制了 LNEs 颗粒随温度升高而增加的脂类流动性。因此,H NMR 光谱的 PCA 将成为分析脂质纳米粒子脂类流动性的有力工具。