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A high-throughput platform for biophysical antibody developability assessment to enable AI/ML model training [PDF]

open access: yesmAbs
Antibodies must bind their targets with high affinity and specificity to achieve useful therapeutic activity. They must also possess suitable developability properties (e.g.
Ammar Arsiwala   +27 more
doaj   +3 more sources

Biophysical cartography of the native and human-engineered antibody landscapes quantifies the plasticity of antibody developability [PDF]

open access: yesCommunications Biology, 2023
Designing effective monoclonal antibody (mAb) therapeutics faces a multi-parameter optimization challenge known as “developability”, which reflects an antibody’s ability to progress through development stages based on its physicochemical properties ...
Habib Bashour   +14 more
doaj   +3 more sources

PROPERMAB: an integrative framework for in silico prediction of antibody developability using machine learning [PDF]

open access: yesmAbs
Selection of lead therapeutic molecules is often driven predominantly by pharmacological efficacy and safety. Candidate developability, such as biophysical properties that affect the formulation of the molecule into a product, is usually evaluated only ...
Bian Li   +9 more
doaj   +3 more sources

Computational design of therapeutic antibodies with improved developability: efficient traversal of binder landscapes and rescue of escape mutations [PDF]

open access: yesmAbs
Developing therapeutic antibodies is a challenging endeavor, often requiring large-scale screening to produce initial binders, that still often require optimization for developability.
Frédéric A. Dreyer   +19 more
doaj   +3 more sources

Assessing developability early in the discovery process for novel biologics

open access: yesmAbs, 2023
Beyond potency, a good developability profile is a key attribute of a biological drug. Selecting and screening for such attributes early in the drug development process can save resources and avoid costly late-stage failures.
Monica L. Fernández-Quintero   +15 more
doaj   +2 more sources

Blueprint for antibody biologics developability

open access: yesmAbs, 2023
Large-molecule antibody biologics have revolutionized medicine owing to their superior target specificity, pharmacokinetic and pharmacodynamic properties, safety and toxicity profiles, and amenability to versatile engineering. In this review, we focus on
Carl Mieczkowski   +8 more
doaj   +2 more sources

Current advances in biopharmaceutical informatics: guidelines, impact and challenges in the computational developability assessment of antibody therapeutics

open access: yesmAbs, 2022
Therapeutic monoclonal antibodies and their derivatives are key components of clinical pipelines in the global biopharmaceutical industry. The availability of large datasets of antibody sequences, structures, and biophysical properties is increasingly ...
Rahul Khetan   +11 more
doaj   +2 more sources

Molecular surface descriptors to predict antibody developability: sensitivity to parameters, structure models, and conformational sampling

open access: yesmAbs, 2023
In silico assessment of antibody developability during early lead candidate selection and optimization is of paramount importance, offering a rapid and material-free screening approach.
Eliott Park, Saeed Izadi
doaj   +2 more sources

Developability considerations for bispecific and multispecific antibodies

open access: yesmAbs
Bispecific antibodies (bsAb) and multispecific antibodies (msAb) encompass a diverse variety of formats that can concurrently bind multiple epitopes, unlocking mechanisms to address previously difficult-to-treat or incurable diseases. Early assessment of
Alaa Amash   +9 more
doaj   +2 more sources

High concentration formulation developability approaches and considerations

open access: yesmAbs, 2023
The growing need for biologics to be administered subcutaneously and ocularly, coupled with certain indications requiring high doses, has resulted in an increase in drug substance (DS) and drug product (DP) protein concentrations.
Jonathan Zarzar   +5 more
doaj   +2 more sources

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