Accelerating the Discovery and Design of Antimicrobial Peptides with Artificial Intelligence

2023/09/07 by Mariana del Carmen Aguilera‐Puga, Mariana d. C. Aguilera-Puga, Natalia L. Cancelarich +4 · 1 voice
Biochemistry, Genetics and Molecular Biology · Immunology and Microbiology · #Antimicrobial Peptides and Activities #Chemical Synthesis and Analysis #vaccines and immunoinformatics approaches

paper · doi:10.1007/978-1-0716-3441-7_18

openalex publication_date 2023/09/07 · crossref created 2023/09/07 · crossref deposited 2023/09/07 · crossref issued 2023/09/08 · crossref published 2023/09/08 · crossref published-online 2023/09/08 · crossref published-print 2024/01/01 · openalex created_date 2025/10/10 · crossref indexed 2026/06/26 · openalex updated_date 2026/07/22

Citations

• Antimicrobial host defence peptides: functions and clinical potential
• The value of antimicrobial peptides in the age of resistance
• Machine learning-guided discovery and design of non-hemolytic peptides
• Antimicrobial Peptides: Classification, Design, Application and Research Progress in Multiple Fields
• Antimicrobial peptides: mechanism of action, activity and clinical potential
• PepCVAE: Semi-Supervised Targeted Design of Antimicrobial Peptide Sequences
• Robust deep learning–based protein sequence design using ProteinMPNN
• Benchmarking protein structure predictors to assist machine learning-guided peptide discovery

Discussions

• Happy Monday! @sakmae @lncancelarich @marielamarani @delafuenteupenn Our book chapter "Accelerating the Discovery and Design of Antimicrobial Peptides with Artificial Intelligence" is finally out. #AM [bsky, 0 points, 0 comments]