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Discriminative and Quantitative Analysis of Antineoplastic Taxane Drugs Using a Handheld Raman Spectrometer

机译:使用手持拉曼光谱仪对抗肿瘤紫杉烷类药物进行判别和定量分析

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摘要

This study was conducted to evaluate the ability of Raman spectroscopy (RS) to control antineoplastic preparations used for chemotherapy in order to ensure its physical and chemical qualities. Three taxane drugs: cabazitaxel (CBX), docetaxel (DCX) and paclitaxel (PCX) at therapeutic concentration ranges were analyzed using a handheld spectrometer at 785 nm. Qualitative and quantitative models were developed and optimized using a calibration set (n=75 per drug) by partial least square discriminant analysis and regression and validated using a test set (n=27 per drug). All samples were correctly assigned with an accuracy of 100%. Despite optimization, quantitative analysis showed limited performances at the lowest concentrations. The root mean square error of predictions ranged from 0.012 mg/mL for CBX to 0.048 mg/mL for DCX with a minimal coefficient of determination of 0.9598. The linearity range was validated from 0.175 to 0.30 mg/mL for CBX, from 0.40 to 1.00 mg/mL for DCX and from 0.57 to 1.20 mg/mL for PCX. Despite some limitations, this study confirms the potential of RS to control these drugs and also provides substantial advantages to secure the activity for healthcare workers. As a result of its rapidity and the uncomplicated use of a handheld instrument, RS appears to be a promising method to augment security of the medication preparation process in hospitals.
机译:进行这项研究以评估拉曼光谱法(RS)控制用于化学疗法的抗肿瘤制剂的能力,以确保其理化性质。使用手持式光谱仪在785 nm处分析了三种紫杉烷药物:卡巴他赛(CBX),多西他赛(DCX)和紫杉醇(PCX)在治疗浓度范围内。通过偏最小二乘判别分析和回归,使用校准集(每药n = 75)开发和优化定性和定量模型,并使用测试集(每药n = 27)进行验证。所有样本均以100%的准确度正确分配。尽管进行了优化,但定量分析显示在最低浓度下性能有限。预测的均方根误差范围从CBX的0.012 mg / mL到DCX的0.048 mg / mL不等,最小测定系数为0.9598。 CBX的线性范围为0.175至0.30 mg / mL,DCX的线性范围为0.40至1.00 mg / mL,PCX的线性范围为0.57至1.20 mg / mL。尽管存在一些局限性,但这项研究证实了RS控制这些药物的潜力,并为确保医护人员的活动提供了巨大优势。由于它的快速性和使用手持仪器的简便性,RS似乎是增强医院药物制备过程安全性的一种有前途的方法。

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