School of Engineering and Science, Tecnologico de Monterrey, Monterrey, Nuevo León, Mexico.
Electrophoresis. 2024 Sep;45(17-18):1630-1643. doi: 10.1002/elps.202300133. Epub 2024 Jun 8.
Selecting an adequate model to represent the mass transfer mechanisms occurring in a chromatographic process is generally complicated, which is one of the reasons why monolithic chromatography is scarcely simulated. In this study, the chromatographic separation of model proteins bovine serum albumin (BSA), β-lactoglobulin-A, and β-lactoglobulin-B on an anion exchange monolith was simulated based on experimental parameter determination, simultaneous model testing, and validation under three statistical criteria: retention time, dispersion accuracies, and Pearson correlation coefficient. Experimental characterization of morphologic, physicochemical, and kinetic parameters was performed through volume balances, pressure drop analysis, breakthrough curve analysis, and batch adsorptions. Free Gibbs energy indicated a spontaneous adsorption process for proteins and counterions. Dimensionless numbers were estimated based on height equivalent to a theoretical plate analysis, finding that pore diffusion controlled β-lactoglobulin separation, whereas adsorption/desorption kinetics was the dominant mechanism for BSA. The elution profiles were modeled using the transport dispersive model and the reactive dispersive model coupled with steric mass action (SMA) isotherms because these models allowed to consider most of the mass transport mechanisms that have been described. RDM-SMA presented the most accurate simulations at pH 6.0 and at low (250 mM) and high (400 mM) NaCl concentrations. This simulation will be used as reference to forecast the purification of these proteins from bovine whey waste and to extrapolate this methodology to other monolith-based separations using these three statistical criteria that have not been used previously for this purpose.
选择能够充分描述色谱过程中传质机制的模型通常比较复杂,这也是人们很少对整体柱色谱进行模拟的原因之一。在本研究中,通过实验参数的确定、同时模型的测试以及根据三个统计标准(保留时间、分散精度和 Pearson 相关系数)的验证,基于阴离子交换整体柱对模型蛋白牛血清白蛋白(BSA)、β-乳球蛋白 A 和 β-乳球蛋白 B 的色谱分离进行了模拟。通过体积平衡、压降分析、穿透曲线分析和间歇吸附对形貌、物理化学和动力学参数进行了实验表征。自由吉布斯能表明蛋白质和抗衡离子的吸附过程是自发的。基于等板高度分析估计了无因次数,发现孔扩散控制β-乳球蛋白的分离,而吸附/解吸动力学是 BSA 的主要机制。使用传质扩散模型和结合空间位阻质量作用(SMA)的反应扩散模型对洗脱曲线进行了模拟,因为这些模型允许考虑大多数已经描述过的传质机制。在 pH 6.0 以及低(250 mM)和高(400 mM)NaCl 浓度下,RDM-SMA 呈现出最准确的模拟结果。该模拟将作为参考,用于预测从牛乳清废物中纯化这些蛋白质,并将该方法外推到使用这三种之前未用于此目的的统计标准的其他基于整体柱的分离。