Associating Biological Activity and Predicted Structure of Antimicrobial Peptides from Amphibians and Insects

Antimicrobial peptides (AMPs) are a diverse class of short, often cationic biological molecules that present promising opportunities in the development of new therapeutics to combat antimicrobial resistance. Newly developed in silico methods offer the ability to rapidly discover numerous novel AMPs...

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Main Authors: Amelia Richter (Author), Darcy Sutherland (Author), Hossein Ebrahimikondori (Author), Alana Babcock (Author), Nathan Louie (Author), Chenkai Li (Author), Lauren Coombe (Author), Diana Lin (Author), René L. Warren (Author), Anat Yanai (Author), Monica Kotkoff (Author), Caren C. Helbing (Author), Fraser Hof (Author), Linda M. N. Hoang (Author), Inanc Birol (Author)
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Published: MDPI AG, 2022-11-01T00:00:00Z.
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042 |a dc 
100 1 0 |a Amelia Richter  |e author 
700 1 0 |a Darcy Sutherland  |e author 
700 1 0 |a Hossein Ebrahimikondori  |e author 
700 1 0 |a Alana Babcock  |e author 
700 1 0 |a Nathan Louie  |e author 
700 1 0 |a Chenkai Li  |e author 
700 1 0 |a Lauren Coombe  |e author 
700 1 0 |a Diana Lin  |e author 
700 1 0 |a René L. Warren  |e author 
700 1 0 |a Anat Yanai  |e author 
700 1 0 |a Monica Kotkoff  |e author 
700 1 0 |a Caren C. Helbing  |e author 
700 1 0 |a Fraser Hof  |e author 
700 1 0 |a Linda M. N. Hoang  |e author 
700 1 0 |a Inanc Birol  |e author 
245 0 0 |a Associating Biological Activity and Predicted Structure of Antimicrobial Peptides from Amphibians and Insects 
260 |b MDPI AG,   |c 2022-11-01T00:00:00Z. 
500 |a 10.3390/antibiotics11121710 
500 |a 2079-6382 
520 |a Antimicrobial peptides (AMPs) are a diverse class of short, often cationic biological molecules that present promising opportunities in the development of new therapeutics to combat antimicrobial resistance. Newly developed in silico methods offer the ability to rapidly discover numerous novel AMPs with a variety of physiochemical properties. Herein, using the rAMPage AMP discovery pipeline, we bioinformatically identified 51 AMP candidates from amphibia and insect RNA-seq data and present their in-depth characterization. The studied AMPs demonstrate activity against a panel of bacterial pathogens and have undetected or low toxicity to red blood cells and human cultured cells. Amino acid sequence analysis revealed that 30 of these bioactive peptides belong to either the Brevinin-1, Brevinin-2, Nigrocin-2, or Apidaecin AMP families. Prediction of three-dimensional structures using ColabFold indicated an association between peptides predicted to adopt a helical structure and broad-spectrum antibacterial activity against the Gram-negative and Gram-positive species tested in our panel. These findings highlight the utility of associating the diverse sequences of novel AMPs with their estimated peptide structures in categorizing AMPs and predicting their antimicrobial activity. 
546 |a EN 
690 |a antimicrobial peptide 
690 |a AMP discovery 
690 |a structure prediction 
690 |a antimicrobial resistance 
690 |a Therapeutics. Pharmacology 
690 |a RM1-950 
655 7 |a article  |2 local 
786 0 |n Antibiotics, Vol 11, Iss 12, p 1710 (2022) 
787 0 |n https://www.mdpi.com/2079-6382/11/12/1710 
787 0 |n https://doaj.org/toc/2079-6382 
856 4 1 |u https://doaj.org/article/aa2df13f90d04d4bb4d069a5df8c6fb1  |z Connect to this object online.