bioRxivBiophysicsPreprint
Non-specificity fingerprints for clinical stage antibodies in solution
T. W. Herling, G. I. Invernizzi, H. Ausserwoeger, J. R. Bjelke, T. Egebjerg, S. Lund, N. Lorenzen, T. P. J. Knowles
Abstract
Monoclonal antibodies (mAbs) have successfully been developed for the treatment of a wide range of diseases. The clinical success of mAbs, does not solely rely on optimal potency and safety, but also require good biophysical properties to ensure high developability potential. In particular, non-specific interactions are a key developability measure to monitor during discovery. Despite an increased focus on the detection of non-specific interactions, their physicochemical origins remain poorly understood. Here, we employ solution-based microfluidic technologies to characterise a set of clinical stage mAbs and their interactions with commonly used non-specificity ligands to generate non-specificity fingerprints, providing quantitative data on the underlying physical chemistry. Furthermore, the solution-based analysis enables us to evaluate the contribution of avidity in non-specific binding by mAbs. Based on our findings, we propose a quantitative solution-based non-specificity score, which can be exploited in the development of biological therapeutics and more widely in protein engineering.
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
- Molecular Surface Descriptors to Predict Antibody Developability
Eliott Park, Saeed Izadi·bioRxiv·Jul 18, 2023
- Surface interaction patches link non-specific binding and phase separation of antibodies
H. Ausserwöger, G. Krainer, … T. P. J. Knowles·bioRxiv·Mar 7, 2022
- Prediction of Antibody Non-Specificity using Protein Language Models and Biophysical Parameters
Laila Ismail Sakhnini, Ludovica Beltrame, … Daniele Granata·mAbsPeer-reviewed·May 27, 2026
- Behavioural Profiling of Therapeutic Antibodies via Non-equilibrium Interfacial Wave Dynamics
A A Thomas, Alexander N. St John, … Shamit Shrivastava·bioRxiv·May 9, 2025
- Probing Interactions of Therapeutic Antibodies with Serum via Second Virial Coefficient Measurements
H. A. Larsen, W. M. Atkins, A. Nath·bioRxiv·Jun 1, 2021
- A first insight into the developability of an IgG3: A combined computational and experimental approach
Georgina Bethany Armstrong, Alan Lewis, … Zahra Rattray·ACS Pharmacology & Translational SciencePeer-reviewed·Jul 15, 2024