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篇名: | 近红外漫反射光谱法结合PLS法快速测定红景天药材中水分和红景天苷的含量 |
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摘要: | 目的:建立快速测定红景天药材中水分和红景天苷含量的方法。方法:采用烘干法测定药材中水分含量(作为参考值);采用高效液相色谱法测定药材中红景天苷含量(作为参考值)。采用近红外漫反射光谱(NIR)分析技术结合偏最小二乘法(PLS)建立预测药材中水分和红景天苷含量的定量模型:根据参考值,采集83批药材样品,分别以二阶导数法联合Savitsky Golay滤波法、一阶导数法联合Norris Derivative滤波法预处理光谱,药材样品中水分和红景天苷含量预测最佳波段分别为7 343.60~6 865.34、5 183.72~4 890.59 cm-1和7 050.47~4 327.48 cm-1。结果:药材样品中红景天苷含量测定方法学考察符合要求。水分和红景天苷定量模型的校正集相关系数分别为0.968 9、0.920 3,校正均方差分别为0.273 0、0.085 0;验证集的相关系数分别为0.977 1、0.930 0,验证均方差分别为0.222 0、0.075 5。结论:该方法快速、准确、简便、无污染,可用于红景天药材中水分和红景天苷含量的快速测定。 |
ABSTRACT: | OBJECTIVE: To develop a method for rapid determination of moisture and salidroside in Rhodiolae crenulatae. METHODS: The content of moisture was determined by the methods of oven drying (as reference value); the content of salidroside was determined by HPLC (as reference value). Near infrared spectroscopy (NIR) combined with partial least squares (PLS) algorithm were adopted to establish quantitative model for the contents of moisture and salidroside. According to reference value,83 samples were collected for preprocessing spectra by Savitsky Golay with second derivative and Norris Derivative with first derivative. The optimal spectrum range of moisture and salidroside were 7 343.60-6 865.34, 5 183.72-4 890.59 cm-1 and 7 050.47- 4 327.48 cm-1,respectively. RESULTS: The content determination methodology of salidroside was in line with the requirement. The correlation coefficients of calibration for moisture and salidroside were 0.968 9 and 0.920 3, and the root mean square errors of calibration were 0.273 0 and 0.085 0, respectively. The correlation coefficients of predication were 0.977 1 and 0.930 0, and the root mean square errors of prediction were 0.222 0 and 0.075 5, respectively. CONCLUSIONS: The method is proved to be simple, rapid, non-destructive and accurate, which can be used for the rapid determination of moisture and salidroside in R. crenulatae. |
期刊: | 2017年第28卷第30期 |
作者: | 牟倩倩,贺敬霞,张建琪,杨滨,李小芳,刘江弟,唐艳,李化 |
AUTHORS: | MOU Qianqian1,2,HE Jingxia1,2,ZHANG Jianqi3,YANG Bin1,LI Xiaofang2,LIU Jiangdi1,TANG Yan1,LI Hua |
关键字: | 近红外漫反射光谱技术;红景天;水分;红景天苷;偏最小二乘法 |
KEYWORDS: | Near infrared spectroscopy; Rhodiolae crenulatae; Moisture;Salidroside; PLS |
阅读数: | 249 次 |
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