硬脂酸镁
拉曼光谱
润滑油
镁
分析化学(期刊)
化学
润滑
材料科学
硬脂酸盐
主成分分析
剂型
光学
色谱法
复合材料
有机化学
人工智能
物理
计算机科学
作者
Slobodan Šašić,Peter Ojakovo,Martin Warman,Tapan Sanghvi
摘要
Raman chemical mapping was used to determine the distribution of magnesium stearate, a lubricant, on the surface of tablets. The lubrication was carried out via a punch-face lubrication system with different spraying rates applied on placebo and active-containing tablets. Principal component analysis was used for decomposing the matrix of Raman mapping spectra. Some of the loadings associated with minuscule variation in the data significantly overlap with the Raman spectrum of magnesium stearate in placebo tablets and allow for imaging the domains of magnesium stearate via corresponding scores. Despite the negligible variation accounted for by respective principal components, the score images seem reliable as demonstrated through thresholding the one-dimensional representation and the spectra of the hot pixels that show a weak but perceivable magnesium stearate band at 1295 cm −1 . The same approach was applied on the active formulation, but no magnesium stearate was identified, presumably due to overwhelming concentration and spectral contribution of the active pharmaceutical ingredient.
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