Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.
Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.
Biotechnol Bioeng. 2021 Sep;118(9):3435-3446. doi: 10.1002/bit.27767. Epub 2021 May 4.
Straight-through chromatography, wherein the eluate from one column passes directly onto another column without adjustment, is one strategy to integrate and intensify manufacturing processes for biologics. Development and optimization of such straight-through chromatographic processes is a challenge, however. Conventional high-throughput screening methods optimize each chromatographic step independently, with limited consideration for the connectivity of steps. Here, we demonstrate a method for the development and optimization of fully integrated, multi-column processes for straight-through purification. Selection of resins was performed using an in silico tool for the prediction of processes for straight-through purification based on a one-time characterization of host-cell proteins combined with the chromatographic behavior of the product. A two-step optimization was then conducted to determine the buffer conditions that maximized yield while minimizing process- and product-related impurities. This optimization of buffer conditions included a series of range-finding experiments on each individual column, similar to conventional screening, followed by the development of a statistical model for the fully integrated, multi-column process using design of experiments. We used this methodology to develop and optimize integrated purification processes for a single-domain antibody and a cytokine, obtaining yields of 88% and 86%, respectively, with process- and product-related variants reduced to phase-appropriate levels for nonclinical material.
直通层析,其中从一个柱子洗脱的产物直接进入到另一个柱子而不做调整,是整合和强化生物制品生产工艺的一种策略。然而,开发和优化这种直通层析工艺具有挑战性。传统的高通量筛选方法独立地优化每个层析步骤,很少考虑步骤之间的连接性。在这里,我们展示了一种用于开发和优化完全集成的多柱直通纯化工艺的方法。使用基于一次宿主细胞蛋白表征并结合产物的层析行为来预测直通纯化过程的计算工具来选择树脂。然后进行两步优化,以确定在最大限度地提高产量的同时最小化工艺和产品相关杂质的缓冲条件。这种缓冲条件的优化包括在每个单独的柱子上进行一系列的范围确定实验,类似于传统的筛选,然后使用实验设计开发一个用于完全集成的多柱过程的统计模型。我们使用这种方法为单域抗体和细胞因子开发和优化了集成的纯化工艺,分别获得了 88%和 86%的收率,并且将工艺和产品相关的变体降低到非临床材料的适当阶段。