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Updated: Jun 12, 2025

Antimicrobial Peptides Produced by Selective Pressure Incorporation of Non-canonical Amino Acids
Published on: May 4, 2018
Aggregation-prone antimicrobial peptides target gram-negative bacterial nucleic acids and protein synthesis
Pengyu Chen1, Tianmeng Zhang2, Chunyuan Li1
1Shenzhen Key Laboratory of Marine Bioresource and Eco-Environmental Science, College of Life Sciences and Oceanography, Shenzhen University, Shenzhen 518060, China.
Researchers identified novel antimicrobial peptides (AMPs) from octopus protein fragments using AI. One peptide, Oct-P2, effectively reduced bacterial viability by targeting DNA and inhibiting essential cellular processes, offering a new strategy against antibiotic resistance.
Area of Science:
- Biochemistry
- Microbiology
- Drug Discovery
Background:
- Antimicrobial peptides (AMPs) are crucial in innate immunity, but their discovery is often limited to known gene families.
- Organisms like Octopus lack classical AMP gene families, necessitating alternative discovery methods.
- Aggregation of AMPs can enhance their antimicrobial efficacy.
Purpose of the Study:
- To identify novel aggregation-prone antimicrobial peptides (AMPs) from protein fragments of Octopus bimaculoides using artificial intelligence.
- To investigate the mechanism of action of identified AMPs against bacterial pathogens.
- To explore a new strategy for discovering AMPs from non-traditional sources to combat antibiotic resistance.
Main Methods:
- Artificial intelligence (AI) tools were employed to predict AMPs from Octopus bimaculoides protein fragments.
- Peptide aggregation propensity was assessed to identify candidate AMPs.
- Antibacterial activity was evaluated against Escherichia coli and Staphylococcus aureus using cell viability assays, confocal laser scanning microscopy, and scanning electron microscopy.
- Mechanism of action was investigated through DNA aggregation assays, knockout mutants, aggregation-induced emission assays, and molecular dynamics simulations.
Main Results:
- Four aggregation-prone peptides (Oct-P1, Oct-P2, Oct-P3, Oct-P4) were identified from Octopus protein fragments.
- Oct-P2 demonstrated significant reduction (up to 90%) in the viability of E. coli and S. aureus.
- Oct-P2 was internalized into bacterial cells and aggregated with transcription promoter DNA, inhibiting transcription and translation.
- Extracellular DNA presence reduced Oct-P2's antibacterial activity, suggesting DNA interaction is key.
Conclusions:
- Protein fragments from organisms lacking classical AMP gene families are a viable source for novel AMP discovery.
- Oct-P2 exhibits a dual-target mechanism, disrupting bacterial cell integrity and inhibiting intracellular transcription and translation.
- Oct-P2 serves as a promising lead template for developing new antimicrobial agents to address antibiotic resistance.
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