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拉曼光谱法用于原位实时监测冷冻干燥生物治疗产品中的蛋白质聚集。

Raman spectroscopy for in situ, real time monitoring of protein aggregation in lyophilized biotherapeutic products.

机构信息

Department of Chemical Engineering, Indian Institute of Technology Delhi, New Delhi, India.

Department of Chemical Engineering, Indian Institute of Technology Delhi, New Delhi, India.

出版信息

Int J Biol Macromol. 2021 May 15;179:309-313. doi: 10.1016/j.ijbiomac.2021.02.214. Epub 2021 Mar 6.

Abstract

Quality of biotherapeutic products is of paramount importance for ensuring patient safety. Analytical tools that can facilitate rapid quality assessment of the therapeutic product at the point of care are very much in demand. In this article, we apply chemometrics based analysis of Raman spectra towards quantitative prediction of protein aggregation in lyophilized biotherapeutic products. Two commercially available therapeutic proteins, erythropoietin (EPO) and human growth hormone (HGH), have been used to demonstrate the applicability of the proposed approach. Thermally induced protein aggregation was monitored by size exclusion chromatography as well as Raman spectroscopy with a 785 nm wavelength laser. Partial least square (PLS) regression was used to analyse the Raman spectra and create a model for quantitative determination of aggregate. Satisfactory performance was observed with both EPO and HGH with R of 0.91 and 0.94, cross-validation correlation coefficient of 0.85 and 0.89, and Root Mean Square Error computed from cross calibration (RMSEcv) of 5.25 and 1.92, respectively. The developed approach can enable rapid and accurate assessment of aggregation in lyophilized samples of biotherapeutic products. The study also demonstrates novel use of Raman spectroscopy for protein quantification through a vial.

摘要

生物治疗产品的质量对于确保患者安全至关重要。非常需要能够在护理点快速评估治疗产品质量的分析工具。在本文中,我们应用基于拉曼光谱的化学计量学分析方法,对冷冻干燥生物治疗产品中的蛋白质聚集进行定量预测。我们使用了两种市售的治疗蛋白,即红细胞生成素(EPO)和人生长激素(HGH),以证明所提出方法的适用性。通过尺寸排阻色谱法和拉曼光谱法(使用 785nm 波长激光)监测热诱导的蛋白质聚集。偏最小二乘(PLS)回归用于分析拉曼光谱并建立用于定量测定聚集物的模型。对于 EPO 和 HGH,都观察到了令人满意的性能,其 R 值分别为 0.91 和 0.94,交叉验证相关系数分别为 0.85 和 0.89,交叉校准的均方根误差(RMSEcv)分别为 5.25 和 1.92。所开发的方法可以实现对生物治疗产品冷冻干燥样品中聚集物的快速准确评估。该研究还通过小瓶演示了拉曼光谱在蛋白质定量方面的新用途。

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