Advanced biologics: antibodies and extracellular vesicles
The translation of candidate biotherapeutics into successful drugs ultimately depends on their efficacy, safety and availability to a large number of patients. It is therefore crucial to develop biologics that exhibit stability during large-scale production, storage and delivery. These “developability” and delivery problems are challenged by the complexity of biotherapeutics and the large number of stresses to which they are potentially exposed, and require the simultaneous optimization of a large number of biophysical properties.
We develop theoretical modeling approaches and innovative analytical methods, largely based on microfluidic technology, to develop safe and reproducible biologics, as well as innovative strategies for their delivery. Overall, the goal of our activities is to accelerate R&D timelines, eventually leading to safer and more effective drugs.
Contacts:
Antibodies: Dominik, Philippe
Extracellular vesicles: Karl
Key publications
external pageH. Narayanan et al., "Machine Learning for Biologics: opportunities for protein engineering, developability, and formulation", Trends in Pharm. Sci., 2021.call_made
external pageH. Narayanan et al., "Design of Biopharmaceutical Formulations Accelerated by Machine Learning", Mol. Pharm., 2021call_made.