Article

Assessing the translation of AI-prioritized genome-derived peptide fragments into validated antimicrobial candidates

2026-08-26

Abstract excerpt

The emergence of antibiotic-resistant pathogens such as Staphylococcus aureus demands accelerated antimicrobial discovery strategies. Artificial intelligence (AI) enables large-scale inference of candidate antimicrobial peptides (AMPs), yet experimental validation remains essential to determine whether predictions translate into biological function. Genome-guided mining, rather than unconstrained or randomly gene...

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Literature Corpus work: 322b0746-d464-5ace-9104-15ba653ca8d4
DOI: 10.64898/2026.08.25.747168

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