Nondestructive Control of Medicines by a Colormetric Method Using a Smartphone and the PhotoMetrix PRO® Application

IF 1.1 4区 化学 Q4 CHEMISTRY, ANALYTICAL Journal of Analytical Chemistry Pub Date : 2025-04-15 DOI:10.1134/S1061934824701533
V. G. Amelin, O. E. Emel’yanov
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Abstract

The non-destructive control of levofloxacin, non-steroidal anti-inflammatory drugs, acetylsalicylic acid, and vinpocetine in medicines by their intrinsic fluorescence and diffuse reflectance of near-IR radiation using a smartphone and a 3D-printed device is proposed. Blister packs and tablet shells slightly reduce the intensity of the diffuse reflectance signal at a wavelength of 850 nm and fluorescence due to UV irradiation (390 nm), which is confirmed by a comparative analysis of the results of colorimetric measurement in samples of medicines in blister packs, without packs, and on a tablet split. A correlation is observed between the analytical signal and the mass of the active substance regardless of the study version. The data array was processed using principal component analysis (PCA), hierarchical cluster analysis (HCA), and partial least squares (PLS) regression methods using the PhotoMetrix PRO® smartphone software. It was shown that these algorithms can be used to identify drugs by their manufacturer and to determine the mass of active substances in tablets. Colorimetric signals from tablets from one manufacturer form separate clusters on dendrograms created using the HCA algorithm. The data obtained using PCA indicate the location of signals from tablets from different manufacturers in separate quadrants, which facilitates the identification of a pharmaceutical company. The use of chemometric analysis methods for determining the mass of the active substance in tablets is considered. The relative standard deviation of the analysis results does not exceed 0.04. The relative error of the analysis results does not exceed the recommended values for the preparation of medicines according to the Order of the Ministry of Health of the Russian Federation dated October 26, 2015 No. 751n.

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使用智能手机和 PhotoMetrix PRO® 应用程序,采用色度测量法对药品进行无损检测
提出了一种利用智能手机和3d打印设备对药物中的左氧氟沙星、非甾体抗炎药、乙酰水杨酸和长春西汀的固有荧光和近红外辐射漫反射进行无损控制的方法。泡罩包装和片剂外壳在850 nm波长处的漫反射信号强度和紫外线照射(390 nm)的荧光强度略有降低,这一点通过对泡罩包装、不包装和片剂分离的药物样品的比色测量结果的对比分析得到了证实。在分析信号和活性物质的质量之间观察到相关性,而不管研究版本如何。使用PhotoMetrix PRO®智能手机软件,使用主成分分析(PCA)、层次聚类分析(HCA)和偏最小二乘(PLS)回归方法对数据阵列进行处理。研究表明,这些算法可以被制造商用来识别药物,并确定片剂中活性物质的质量。来自一个制造商的药片的比色信号在使用HCA算法创建的树形图上形成单独的簇。利用PCA获得的数据表明不同厂家片剂的信号在不同象限的位置,便于制药公司的识别。考虑使用化学计量分析方法测定片剂中活性物质的质量。分析结果的相对标准偏差不超过0.04。分析结果的相对误差不超过俄罗斯联邦卫生部2015年10月26日第751n号命令所规定的药物制备的推荐值。
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来源期刊
Journal of Analytical Chemistry
Journal of Analytical Chemistry 化学-分析化学
CiteScore
2.10
自引率
9.10%
发文量
146
审稿时长
13 months
期刊介绍: The Journal of Analytical Chemistry is an international peer reviewed journal that covers theoretical and applied aspects of analytical chemistry; it informs the reader about new achievements in analytical methods, instruments and reagents. Ample space is devoted to problems arising in the analysis of vital media such as water and air. Consideration is given to the detection and determination of metal ions, anions, and various organic substances. The journal welcomes manuscripts from all countries in the English or Russian language.
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