In this study, the thermodynamics of binding of two industrial mAbs to multimodal cation exchange systems was investigated over a range of buffer and salt conditions via a van't Hoff analysis of retention data. Isocratic chromatography was first employed over a range of temperature and salt conditions on three multimodal resins and the retention data were analyzed in both the low and high salt regimes. While mAb retention decreased with salt for all resins at low salts, retention increased at high salts for two of the resins, suggesting a shift from electrostatic to more hydrophobic driven interactions. The retention data at various temperatures were then employed to generate non-linear van't Hoff plots which were fit to the quadratic form of the van't Hoff equation. At low salts, retention of both mAbs decreased with increasing temperature and the van't Hoff plots were concave downward on Capto MMC and Nuvia cPrime, while being concave upward on Capto MMC ImpRes. Different trends were observed on some of the resins with respect to both the concavity of the van't Hoff plots as well as the impact of temperature on the favorable enthalpies in the low salt regime. Interestingly, while increasingly favorable enthalpy with temperature was observed with Capto MMC and Nuvia cPrime at low salt, favorable enthalpy decreased with temperature for Capto MMC ImpRes. At high salts, binding of both mAbs on the two Capto resins were consistently entropically driven, consistent with desolvation. While the negative heat capacity data at low salts indicated that desolvation of polar/charged groups were important in Capto MMC and Nuvia cPrime, the positive data suggested that desolvation of non-polar groups were more important with Capto MMC ImpRes. Finally, the data at high salts indicated that desolvation of non-polar groups was the major driver for binding of both mAbs to the Capto resins under these conditions.
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http://dx.doi.org/10.1016/j.chroma.2020.461479 | DOI Listing |
Biotechnol Prog
December 2024
Department of Chemical and Biological Engineering, Rensselaer Polytechnic Institute, Troy, New York, USA.
While high-throughput (HT) experimentation and mechanistic modeling have long been employed in chromatographic process development, it remains unclear how these techniques should be used in concert within development workflows. In this work, a process development workflow based on HT experiments and mechanistic modeling was constructed. The integration of HT and modeling approaches offers improved workflow efficiency and speed.
View Article and Find Full Text PDFJ Phys Chem B
June 2024
In Silico Discovery, Janssen Research & Development, LLC, a Johnson & Johnson company, Spring House, Pennsylvania 19002, United States.
Accurate atomistic modeling of the interactions of a chromatography resin with a solute can inform the selection of purification conditions for a product, an important problem in the biotech and pharmaceutical industries. We present a molecular dynamics simulation-based approach for the qualitative prediction of interaction sites (specificity) and retention times (affinity) of a protein for a given chromatography resin. We mimicked the resin with an unrestrained ligand composed of the resin headgroup coupled with successively larger fragments of the agarose backbone.
View Article and Find Full Text PDFMethods Mol Biol
May 2023
Department of Microbiology and Immunology, The University of North Carolina, Chapel Hill, NC, USA.
Extracellular vesicle (EV) isolation from conditioned cell culture medium has been a challenging topic. It is particularly difficult to obtain pure and intact EVs at a large scale. The commonly used methods such as differential centrifugation, ultracentrifugation, size exclusion chromatography, polyethylene glycol (PEG) precipitation, filtration, and affinity-based purification each have their advantages and limitations.
View Article and Find Full Text PDFJ Chromatogr A
June 2023
Cytiva Sweden AB, Björkgatan 30, Uppsala, Sweden.
Multimodal chromatography resins are becoming a key tool in the purification of biomolecules. The main objective of this research was the establishment of an iterative framework for the rapid development of new multimodal resins to provide novel selectivity for the future purification challenges. A large chemically diverse virtual library of 100 multimodal Capto™ MMC ligand analogues was created, and a broad array of chemical descriptors were calculated for each ligand in silico.
View Article and Find Full Text PDFJ Chromatogr A
March 2023
Department of Chemical and Biological Engineering, Rensselaer Polytechnic Institute, Troy, NY, USA. Electronic address:
In this work, we have examined an array of isotherm formalisms and characterized them based on their relative complexities and predictive abilities with multimodal chromatography. The set of isotherm models studied were all based on the stoichiometric displacement framework, with considerations for electrostatic interactions, hydrophobic interactions, and thermodynamic activities. Isotherm parameters for each model were first determined through twenty repeated fits to a set of mAb - Capto MMC batch isotherm data spanning a range of loading, ionic strength, and pH as well as a set of mAb - Capto Adhere batch data at constant pH.
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