Rule-based mitigation of charge asymmetry-triggered monoclonal antibody self-assembly
Inna BraktiiD, Anette HenrikseniD, Maria Łucja Tomczak, Stine Lyhne Godsk, Samuel LentoniD, Vito FoderàiD, Minna GroenningiD
Abstract
In a pharmaceutical setting, understanding the factors governing monoclonal antibody (mAb) attractive interactions in formulations is highly warranted as many solution phenomena such as liquid-liquid phase separation (LLPS) result from their preferential self-interaction. While the effect of locally accumulated charge in the variable region has been recognized as an important factor in mediating non-specific mAb self-assembly, the effect of charge asymmetry, i.e. the distribution of oppositely charges residues, has been much less studied experimentally. Moreover, most studies restrict such analyses to the variable region of mAbs, leaving out possible contributions from the constant region of the molecule to the observed sticky behavior. Hence, the aim of this work is to correlate the charge asymmetry over the entire mAb surface to the extent of attractive self-interaction. To do so, we selected three mAbs with distinct solvent exposed surface distribution of charged residues, for which we computationally assessed the charge asymmetry and defined an apparent molecular stickiness ranking. We then tested this ranking experimentally by evaluating their ability to engage in attractive self-interaction as a function of mAb concentration and ionic strength. Experimental data included a combination of small-angle X-ray scattering, dynamic light scattering and micro-flow imaging. We show that the mAbs with oppositely charged Fab and Fc domains are characterized by overall attractive protein-protein interactions in solution amounting to diverse sub-visible morphologies, which vary non-linearly with mAb concentration and ionic strength. As a proof of concept, we also report the absence of any of such assemblies for the mAb with like-charged Fab and Fc domains, resulting in an overall repulsive behavior in solution. Altogether, we show how to utilize charge distribution analyses of full-length mAbs to rationally develop formulations that prevent problematic self-assembly. Graphical abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=83 SRC="FIGDIR/small/686261v1_ufig1.gif" ALT="Figure 1"> View larger version (37K): org.highwire.dtl.DTLVardef@1c29a4dorg.highwire.dtl.DTLVardef@120644borg.highwire.dtl.DTLVardef@1989b61org.highwire.dtl.DTLVardef@12720_HPS_FORMAT_FIGEXP M_FIG C_FIG
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 1
- FWCI
- 2.05
- Field percentile
- top 18%
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Dissecting the molecular origins of opalescence and phase separation in mAb formulations and their relation to aggregation
Inna Brakti, Samuel Lenton, … Vito Foderà·bioRxiv·Aug 29, 2025
- Competitive Adsorption of a Monoclonal Antibody and Amphiphilic Polymers to the Air-Water Interface
Elise Johanna Hingst, Michaela Blech, … Christian Schwieger·European Biophysics JournalPeer-reviewed·May 22, 2025
- Temperature and Excipient Mediated Modulation of Monoclonal Antibody Interactions Revealed by kD, Rheology, and Raman Spectroscopy
Olivia Noelle Eskens, Sabitoj Singh Virk, … Samiul Amin·mAbsPeer-reviewed·Jun 25, 2025
- Enhancing viscosity control in antibody formulations: A framework for the biophysical screening of mutations targeting solvent-accessible hydrophobic and electrostatic patches
Georgina Bethany Armstrong, Vidhi Shah, … Zahra Rattray·Computational and Structural Biotechnology JournalPeer-reviewed·May 24, 2024
- Computational mapping of antibody-receptor energy landscapes to predict membrane internalization
Pablo Burriel Llombart, Cristina Nieto‐Jiménez, … Jorge Reñe Espinosa·bioRxiv·Mar 25, 2026
- Computational investigation of protein surface polarity and pH-dependence: application to antibodies shows that antibody-antigen interfaces tend to be relatively polar.
Max Hebditch, Jim Warwicker·Scientific ReportsPeer-reviewed·Feb 13, 2019