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AmPEP: Sequence-based prediction of antimicrobial peptides using distribution patterns of amino acid properties and random forest

Antimicrobial peptides (AMPs) are promising candidates in the fight against multidrug-resistant pathogens owing to AMPs’ broad range of activities and low toxicity. Nonetheless, identification of AMPs through wet-lab experiments is still expensive and time consuming. Here, we propose an accurate com...

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Detalles Bibliográficos
Autores principales: Bhadra, Pratiti, Yan, Jielu, Li, Jinyan, Fong, Simon, Siu, Shirley W. I.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5785966/
https://www.ncbi.nlm.nih.gov/pubmed/29374199
http://dx.doi.org/10.1038/s41598-018-19752-w