Determination of Diclofenac Diethylamine Levels in Emulgel Preparations Using NIR Spectroscopy Combined with Chemometrics

L. Wulandari, Karima Pratiwi, Y. Retnaningtyas
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Abstract

Diclofenac is an NSAID-class drug with activity as an analgesic and anti-inflammatory recommended for treating various acute and chronic pain conditions. One of the topical preparations of diclofenac that is often used is emulgel. In this study, diclofenac diethylamine levels in emulgel preparations were determined using NIR (Near-Infrared) spectroscopy and chemometric methods. Simulation samples were prepared and divided into 24 training sets and 9 test set samples. NIR spectra of training set samples were correlated with the concentration of diclofenac diethylamine using partial least squares (PLS), principal component regression (PCR), and support vector regression (SVR). The best model was validated using leave one out cross validation (LOOCV) and external validation using test set samples. The comparison method used in this study was the validated TLC Densitometry method. The best calibration model was PLS, with an R2 value of 0.990 and RMSE of 0.171. The results of R2 and RMSE of LOOCV were 0.989 up to 0.990 and 0.167 up to 0.178, respectively. The result of R2 and RMSEP external validation were 0.991 and 0.146, respectively. The precision and accuracy method showed RSD of 3.37% and a % recovery of 99.78%. The results of determining the sample levels obtained from NIR and TLC Densitometry methods tested with the Two-Paired Sample T Test and showed that the two methods have no significant differences with a significance value of more than 0.05.
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近红外光谱联合化学计量学测定乳状制剂中双氯芬酸二乙胺的含量
双氯芬酸是一种具有镇痛和抗炎活性的非甾体抗炎药类药物,推荐用于治疗各种急性和慢性疼痛状况。双氯芬酸常用的外用制剂之一是乳凝胶。本研究采用近红外光谱和化学计量学方法测定了乳状制剂中双氯芬酸二乙胺的含量。拟备仿真样本,分为24个训练集和9个测试集样本。利用偏最小二乘法(PLS)、主成分回归(PCR)和支持向量回归(SVR)对训练集样品的近红外光谱与双氯芬酸二乙胺浓度进行相关性分析。使用留一交叉验证(LOOCV)和使用测试集样本的外部验证来验证最佳模型。本研究采用的比较方法为经验证的薄层色谱密度法。最佳的校正模型为PLS, R2为0.990,RMSE为0.171。LOOCV的R2和RMSE分别为0.989 ~ 0.990和0.167 ~ 0.178。R2和RMSEP外部验证结果分别为0.991和0.146。精密度和准确度的RSD为3.37%,回收率为99.78%。近红外法和薄层法测定样品水平的结果经双配对样本T检验,两种方法无显著性差异,显著性值均大于0.05。
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