School of Chemistry, Manchester Institute of Biotechnology, The University of Manchester, Manchester M1 7DN, UK.
School of Chemical Engineering and Analytical Science, Manchester Institute of Biotechnology, The University of Manchester, Manchester M1 7DN, UK.
J Pharm Sci. 2019 Apr;108(4):1434-1441. doi: 10.1016/j.xphs.2018.11.035. Epub 2018 Nov 23.
Monoclonal antibodies (mAbs) form an increasingly important sector of the pharmaceutical market, and their behavior in production, processing, and formulation is a key factor in development. With data sets of solution properties for mAbs becoming available, and with amino acid sequences, and structures for many Fabs, it is timely to examine what features correlate with measured data. Here, previously published data for hydrophobic interaction chromatography and the formation of high molecular weight species are studied. Unsurprisingly, aromatic sidechain content of complementarity-determining regions (CDRs), underpins much of the variability in hydrophobic interaction chromatography data. However, this is not reflected in nonpolar solvent accessible surface enrichment at the antigen-combining site, consistent with a view in which hydrophobic interaction strength is dependent on curvature as well as on the extent of an interface. Sequence properties are also superior to surface-based structural properties in correlations with the high molecular weight species data. Combined length of CDRs is the most important factor, which could be an indication of flexibility that facilitates CDR-CDR interactions in mAb self-association. These observations couple to our understanding of protein physicochemical properties, laying the groundwork for improved developability models.
单克隆抗体(mAbs)是医药市场中越来越重要的一部分,其在生产、加工和配方中的行为是开发的关键因素。随着 mAbs 溶液性质数据的不断增加,以及许多 Fab 的氨基酸序列和结构的出现,现在正是研究哪些特征与测量数据相关的好时机。在这里,我们研究了先前发表的关于疏水相互作用色谱和高分子量物质形成的数据。毫不奇怪,互补决定区(CDRs)的芳香侧链含量是疏水相互作用色谱数据变异性的主要基础。然而,这并没有反映在抗原结合部位的非极性溶剂可及表面的富集上,这与疏水相互作用强度不仅取决于曲率,还取决于界面程度的观点是一致的。序列特性在与高分子量物质数据的相关性方面也优于基于表面的结构特性。CDR 的总长度是最重要的因素,这可能表明灵活性有助于 mAb 自身缔合中的 CDR-CDR 相互作用。这些观察结果与我们对蛋白质物理化学性质的理解相结合,为改进的可开发性模型奠定了基础。