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Updated: Mar 4, 2026

Construction of Cyclic Cell-Penetrating Peptides for Enhanced Penetration of Biological Barriers
Published on: September 19, 2022
The Biggest Challenge for Prediction of Membrane Permeability of Cyclic Peptides: Scarce Data Availability
1Institute for Drug Discovery, Leipzig University, Brüderstr. 34, 04103 Leipzig, Germany.
Abstract:
AI-based multiparameter optimization for membrane permeability of cyclic peptides is hampered by the limited availability of ground truth biological data. This Viewpoint highlights the Featured Article reporting an AI model, integrating a high-throughput assay classifying billions of cyclic peptides for permeability-related characteristics. Combining this with a generative AI, the first de novo designed permeable cyclic peptides containing polar groups were reported.
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