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Designing and identifying β-hairpin peptide macrocycles with antibiotic potential
Justin R Randall1, Cory D DuPai1,2, T Jeffrey Cole1,2
1Department of Molecular Biosciences, University of Texas at Austin, Austin, TX, USA.
Science Advances
|January 11, 2023
Summary
We designed and discovered novel macrocyclic peptides with a β-hairpin structure that effectively kill bacteria. These antimicrobial peptides selectively disrupt bacterial membranes, offering a new strategy for therapeutic peptide design.
Area of Science:
- Medicinal Chemistry
- Biotechnology
- Drug Discovery
Background:
- Peptide macrocycles are promising therapeutics, but their design, particularly for β-hairpin structures, is challenging due to folding and aggregation issues.
- Developing structured antimicrobial peptides requires overcoming inherent design complexities.
Purpose of the Study:
- To develop a synthetic strategy for designing and discovering structured macrocyclic peptides.
- To identify key biochemical features contributing to the antimicrobial activity of β-hairpin peptides.
Main Methods:
- Proteomic analysis and common antimicrobial features were used to design a large peptide library.
- An activity-driven high-throughput screen identified potent antimicrobial peptides.
- Machine learning analyzed the biochemical features of active peptides.
Main Results:
- Dozens of peptides were identified that kill bacteria via selective membrane disruption.
- Active peptides exhibit a unique constrained structure and high cationic charge, particularly arginine in the turn region.
- A synthetic strategy for structured macrocyclic peptide design was established.
Conclusions:
- This study provides a novel synthetic strategy for designing and discovering structured macrocyclic peptides.
- Key characteristics for effective β-hairpin antimicrobial peptide activity were elucidated, including structural constraints and cationic charge.
- The findings advance the development of peptide-based therapeutics.
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