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基于紫外可见光谱指纹图谱的化学计量学分析用于肿瘤临床用蒽环类药物制剂的鉴别和定量分析

Chemometric Analysis of UV-Visible Spectral Fingerprints for the Discrimination and Quantification of Clinical Anthracycline Drug Preparation Used in Oncology.

机构信息

Laboratory of Chemical Processes and Applied Materials, Faculty of Science and Technology, Sultan Moulay Slimane University, Beni-Mellal, Morocco.

Team of Formulation and Quality Control of Health Products, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, Morocco.

出版信息

Biomed Res Int. 2021 May 6;2021:5580102. doi: 10.1155/2021/5580102. eCollection 2021.

DOI:10.1155/2021/5580102
PMID:34041297
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8121585/
Abstract

In clinical treatment, the analytical quality assessment of the delivery of chemotherapeutic preparations is required to guarantee the patient's safety regarding the dose and most importantly the appropriate anticancer drug. On its own, the development of rapid analytical methods allowing both qualitative and quantitative control of the formulation of prepared solutions could significantly enhance the hospital's workflow, reducing costs, and potentially providing optimal patient care. UV-visible spectroscopy is a nondestructive, fast, and economical technique for molecular characterization of samples. A discrimination and quantification study of three chemotherapeutic drugs doxorubicin, daunorubicin, and epirubicin was conducted, using clinically relevant concentration ranges prepared in 0.9% NaCl solutions. The application of the partial least square discriminant analysis PLS-DA method on the UV-visible spectral data shows a perfect discrimination of the three drugs with a sensitivity and specificity of 100%. The use of partial least square regression PLS shows high quantification performance of these molecules in solution represented by the low value of root mean square error of calibration (RMSEC) and root mean square error of cross validation (RMSCECV) on the one hand and the high value of -square on the other hand. This study demonstrated the viability of UV-visible fingerprinting (routine approach) coupled with chemometric tools for the classification and quantification of chemotherapeutic drugs during clinical preparation.

摘要

在临床治疗中,需要对化疗药物制剂的输送进行分析质量评估,以确保患者的剂量安全,更重要的是确保使用适当的抗癌药物。快速分析方法的发展本身可以同时进行定性和定量控制制剂的配方,这可以显著提高医院的工作流程,降低成本,并为患者提供最佳的护理。紫外-可见光谱法是一种用于样品分子特征描述的非破坏性、快速且经济的技术。本研究采用紫外-可见光谱法,对三种临床相关浓度范围的化疗药物阿霉素、柔红霉素和表柔比星在 0.9%NaCl 溶液中的制剂进行了鉴别和定量研究。偏最小二乘判别分析(PLS-DA)方法在紫外-可见光谱数据上的应用表明,这三种药物具有 100%的完美鉴别能力,具有 100%的灵敏度和特异性。偏最小二乘回归(PLS)的应用表明,这些分子在溶液中的定量性能很高,校准均方根误差(RMSEC)和交叉验证均方根误差(RMSCECV)值较低,另一方面 R 平方值较高。本研究证明了紫外-可见指纹图谱(常规方法)与化学计量学工具相结合,可用于临床制备过程中化疗药物的分类和定量。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ccbf/8121585/fd9a4cdd62f5/BMRI2021-5580102.005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ccbf/8121585/984a791deaca/BMRI2021-5580102.001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ccbf/8121585/91137f131040/BMRI2021-5580102.002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ccbf/8121585/21e77a0fcf54/BMRI2021-5580102.003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ccbf/8121585/ef2c44a639e0/BMRI2021-5580102.004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ccbf/8121585/fd9a4cdd62f5/BMRI2021-5580102.005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ccbf/8121585/984a791deaca/BMRI2021-5580102.001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ccbf/8121585/91137f131040/BMRI2021-5580102.002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ccbf/8121585/21e77a0fcf54/BMRI2021-5580102.003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ccbf/8121585/ef2c44a639e0/BMRI2021-5580102.004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ccbf/8121585/fd9a4cdd62f5/BMRI2021-5580102.005.jpg

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