Division of Product Quality Research, Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Springs, MD 20993, United States.
J Pharm Biomed Anal. 2012 Mar 25;62:61-7. doi: 10.1016/j.jpba.2012.01.002. Epub 2012 Jan 21.
The purpose of this study was to develop a robust reverse phase-HPLC method for the separation of hydrolyzed protamine sulfate peptides using a quality by design approach. A Plackett-Burman experimental design was utilized to screen the effects of mobile phase pH, flow rate, column temperature, injection volume and methanol concentration on peak resolution and USP tailing. Multivariate regression and Pareto ranking analyses showed that mobile phase pH, column temperature and injection volume were statistically significant (p<0.05) factors affecting the resolution and tailing of the peaks. A Box-Behnken experimental design with response surface methodology was then utilized to evaluate the main, interaction, and quadratic effects of these three factors on the selected responses. A desirability function applied to the optimized conditions predicted peak resolutions between 1.99 and 3.61 and tailing factor between 1.02 and 1.45 for the four peptide peaks of protamine sulfate with the following chromatographic conditions; an isocratic mobile phase consisting of 100mM monosodium phosphate buffer pH 2.25, 1.8% acetonitrile and 0.3% methanol. The injection volume was 20 μl, with a column temperature of 24 °C and a flow rate of 1.0 ml/min and a total run time of less than 25 min. The optimized chromatographic method was validated according to ICH Q2R1 guidelines and applied to separate and compare the peaks of protamine sulfate from five different sources. Analyses of the peptide peaks of the five protamine sulfate samples showed no significant differences in their compositions. The results clearly showed that quality by design concept could be effectively applied to optimize an HPLC chromatographic method for protein analysis with the least number of experimental runs possible.
本研究旨在开发一种稳健的反相高效液相色谱法,用于分离硫酸鱼精蛋白水解肽,采用质量源于设计方法。利用 Plackett-Burman 实验设计筛选流动相 pH、流速、柱温、进样量和甲醇浓度对峰分离度和 USP 拖尾的影响。多元回归和 Pareto 排序分析表明,流动相 pH、柱温和进样量是影响峰分离度和拖尾的统计学显著(p<0.05)因素。然后,采用 Box-Behnken 实验设计和响应面法评估这三个因素对所选响应的主效应、交互效应和二次效应。应用适宜性函数对优化条件进行预测,得到硫酸鱼精蛋白的四个肽峰的峰分辨率在 1.99 和 3.61 之间,拖尾因子在 1.02 和 1.45 之间,色谱条件如下:等度流动相由 100mM 单磷酸钠缓冲液 pH 2.25、1.8%乙腈和 0.3%甲醇组成。进样量为 20 μl,柱温为 24°C,流速为 1.0 ml/min,总运行时间小于 25 min。根据 ICH Q2R1 指南对优化的色谱方法进行验证,并应用于分离和比较来自五种不同来源的硫酸鱼精蛋白的峰。对五种硫酸鱼精蛋白样品的肽峰分析表明,它们的组成没有显著差异。结果清楚地表明,质量源于设计概念可以有效地应用于优化蛋白质分析的 HPLC 色谱方法,用尽可能少的实验次数。