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April 12, 2026Nature Communications1 citationsOpen Access

Massive barcode-free chemical screenings enable the discovery of bioactive macrocycles with passive membrane permeability

JMJ. Miguel MataJLJingming LiuSMSean M. McKenna

Key Points

  • This research aims to develop a high-throughput method for discovering bioactive synthetic macrocycles with desirable drug-like properties.
  • Developed CycloSEL, a workflow for screening synthetic macrocycle libraries without genetic barcodes.
  • Constructed a library of 16 million members focused on drug-like features.
  • Utilized mass spectrometry for hit identification and affinity selection processes.
  • Tested the macrocycles against targets relevant to oncology.
  • Achieved robust enrichment and identification of true binders against carbonic anhydrase IX.
  • Discovered a macrocycle with subnanomolar affinity for WDR5, inhibiting the WDR5-MLL1 interaction.
  • Generated a chameleonic macrocycle with properties including passive membrane permeability and serum stability.

Abstract

Abstract Synthetic macrocycles offer exceptional potential as therapeutics. However, most high-throughput discovery platforms rely on genetically encoded libraries of large peptide macrocycles, which typically are not optimized for drug like properties. Fully synthetic libraries offer greater flexibility in accessing broader chemical space. Leveraging recent advances in mass spectrometry based library techniques, here we report CycloSEL (Cyclic Self-Encoded Libraries), an end-to-end workflow, that screens synthetic macrocycle libraries enriched in drug-like ‘beyond rule of five’ features. The workflow relies on affinity selections and hit identification by tandem mass spectrometry, eliminating the need for genetic barcodes. We construct a 16 million-member library and validate the approach against the oncology target carbonic anhydrase IX, achieving robust enrichment and accurate identification of true binders. Applying CycloSEL to the acute myeloid leukemia target WD repeat-containing protein 5 (WDR5) yields a macrocycle with subnamolar affinity, and potent inhibition of the WDR5–Mixed-Lineage Leukemia 1 (MLL1) interaction. Subsequent modifications produce a chameleonic macrocycle with passive membrane permeability, serum stability, and anti-proliferative activity in leukemia cells. Together, these results demonstrate that CycloSEL enables discovery of drug-like macrocycles from fully synthetic libraries for intracellular targets.

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Cite This Study

Mata et al. (2026) studied this question.

synapsesocial.com/papers/69db37254fe01fead37c50e3https://doi.org/10.1038/s41467-026-71641-3
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