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Updated: Jun 2, 2026

Efficient Sampling of Genetically Encoded Biosensor Design Space Enabled with a Design of Experiments and Automation Workflow
Published on: October 17, 2025
Recent trends and observations in the design of high-quality screening collections
Steffen Renner1, Maxim Popov, Ansgar Schuffenhauer
1Novartis Institutes for BioMedical Research, Center for Proteomic Chemistry, Forum 1, Novartis Campus, CH-4056 Basel, Switzerland. steffen.renner@novartis.com
Abstract:
The design of a high-quality screening collection is of utmost importance for the early drug-discovery process and provides, in combination with high-quality assay systems, the foundation of future discoveries. Herein, we review recent trends and observations to successfully expand the access to bioactive chemical space, including the feedback from hit assessment interviews of high-throughput screening campaigns; recent successes with chemogenomics target family approaches, the identification of new relevant target/domain families, diversity-oriented synthesis and new emerging compound classes, and non-classical approaches, such as fragment-based screening and DNA-encoded chemical libraries. The role of in silico library design approaches are emphasized.

