Approaches to expand the conventional toolbox for discovery and selection of antibodies with drug-like physicochemical properties

HL Svilenov, P Arosio, T Menzen, P Tessier… - MAbs, 2023 - Taylor & Francis
Antibody drugs should exhibit not only high-binding affinity for their target antigens but also
favorable physicochemical drug-like properties. Such drug-like biophysical properties are …

Artificial intelligence-driven systems engineering for next-generation plant-derived biopharmaceuticals

S Parthiban, T Vijeesh, T Gayathri… - Frontiers in Plant …, 2023 - frontiersin.org
Recombinant biopharmaceuticals including antigens, antibodies, hormones, cytokines,
single-chain variable fragments, and peptides have been used as vaccines, diagnostics and …

[HTML][HTML] A potent pan-sarbecovirus neutralizing antibody resilient to epitope diversification

LE Rosen, MA Tortorici, A De Marco, D Pinto… - Cell, 2024 - cell.com
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) evolution has resulted in
viral escape from clinically authorized monoclonal antibodies (mAbs), creating a need for …

Machine learning to predict continuous protein properties from binary cell sorting data and map unseen sequence space

M Case, M Smith, J Vinh… - Proceedings of the …, 2024 - National Acad Sciences
Proteins are a diverse class of biomolecules responsible for wide-ranging cellular functions,
from catalyzing reactions to recognizing pathogens. The ability to evolve proteins rapidly …

Investigating the volume and diversity of data needed for generalizable antibody-antigen∆∆ G prediction

AM Hummer, C Schneider, L Chinery, CM Deane - bioRxiv, 2023 - biorxiv.org
Antibody-antigen binding affinity lies at the heart of therapeutic antibody development:
efficacy is guided by specific binding and control of affinity. Here we present Graphinity, an …

Bispecific antibody shuttles targeting CD98hc mediate efficient and long-lived brain delivery of IgGs

G Pornnoppadol, LG Bond, MJ Lucas, JM Zupancic… - Cell Chemical …, 2024 - cell.com
The inability of antibodies to penetrate the blood-brain barrier (BBB) is a key limitation to
their use in diverse applications. One promising strategy is to deliver IgGs using a bispecific …

Reduction of monoclonal antibody viscosity using interpretable machine learning

EK Makowski, HT Chen, T Wang, L Wu, J Huang… - Mabs, 2024 - Taylor & Francis
Early identification of antibody candidates with drug-like properties is essential for
simplifying the development of safe and effective antibody therapeutics. For subcutaneous …

Engineering hydrophobicity and manufacturability for optimized biparatopic antibody–drug conjugates targeting c-MET

A Evers, S Krah, D Demir, R Gaa, D Elter, C Schroeter… - MAbs, 2024 - Taylor & Francis
Optimal combinations of paratopes assembled into a biparatopic antibody have the capacity
to mediate high-grade target cross-linking on cell membranes, leading to degradation of the …

Internalization of therapeutic antibodies into Dendritic cells as a risk factor for immunogenicity

M Siegel, AL Bolender, A Ducret, J Fraidling… - Frontiers in …, 2024 - frontiersin.org
Introduction Immunogenicity, the unwanted immune response triggered by therapeutic
antibodies, poses significant challenges in biotherapeutic development. This response can …

[HTML][HTML] Human antibody polyreactivity is governed primarily by the heavy-chain complementarity-determining regions

HT Chen, Y Zhang, J Huang, M Sawant, MD Smith… - Cell reports, 2024 - cell.com
Although antibody variable regions mediate antigen-specific binding, they can also mediate
non-specific interactions with non-cognate antigens, impacting diverse immunological …