Ginkgo Datapoints Antibody Developability Competition outcomes: limited model performance and a call for data standardization. [PDF]
The Ginkgo Datapoints Antibody Developability (AbDev) Competition, a blinded benchmark for developability prediction characterized entirely on a single, industrial-scale experimental platform, was conducted from September 8 to November 18, 2025.
van Niekerk L +34 more
europepmc +3 more sources
Developability Evaluation of Single-Domain Antibody-Chelator Conjugates for Diagnostic Radiotracers. [PDF]
Background/Objectives: Developability assessment is a critical step in advancing antibody-based molecules toward clinical application. This evaluation typically begins during clinical candidate selection and continues throughout all modifications of the ...
Kaiser PD +5 more
europepmc +2 more sources
Balancing the extremes for antibody developability: hydrophobic and electrostatic germline framework signatures for CDR-loop compensation. [PDF]
Antibody therapeutics are a rapidly growing class of biopharmaceuticals, but concerns regarding potential developability issues persist. While complementarity-determining region (CDR) loops are imperative for antigen specificity and mutations are ...
Spanke VA +9 more
europepmc +2 more sources
High concentration formulation developability approaches and considerations
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
Predicting Antibody Developability Profiles Through Early Stage Discovery Screening
Monoclonal antibodies play an increasingly important role for the development of new drugs across multiple therapy areas. The term ‘developability’ encompasses the feasibility of molecules to successfully progress from discovery to development via ...
Marc Bailly +21 more
doaj +2 more sources
Engineered antibody formats, such as antibody fragments and bispecifics, have the potential to offer improved therapeutic efficacy compared to traditional full-length monoclonal antibodies (mAbs).
Itzel Condado-Morales +14 more
doaj +2 more sources
An accelerated surface-mediated stress assay of antibody instability for developability studies
High physical stability is required for the development of monoclonal antibodies (mAbs) into successful therapeutic products. Developability assays are used to predict physical stability issues such as high viscosity and poor conformational stability ...
Paolo Arosio +2 more
exaly +3 more sources
Impact of process impurities on developability assessments of complex antibody formats: the striking role of leachable copper. [PDF]
The assessment of developability and physical stability of antibody therapeutics is a cornerstone of modern biopharmaceutical discovery, increasingly relying on high-throughput automation to screen candidates to identify the most suitable lead candidate.
Wieser V +6 more
europepmc +2 more sources
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 +2 more sources
In vitro assessments for the prediction of pharmacokinetic (PK) behavior of biotherapeutics can help identify corresponding liabilities significantly earlier in the discovery timeline.
Tushar Jain +14 more
doaj +2 more sources

