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Mapping membrane activity in undiscovered peptide sequence space using machine learning
There are some ∼1,100 known antimicrobial peptides (AMPs), which permeabilize microbial membranes but have diverse sequences. Here, we develop a support vector machine (SVM)-based classifier to investigate ⍺-helical AMPs and the interrelated nature of their functional commonality and sequence homolo...
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| Publicat a: | Proc Natl Acad Sci U S A |
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| Autors principals: | , , , |
| Format: | Artigo |
| Idioma: | Inglês |
| Publicat: |
National Academy of Sciences
2016
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| Matèries: | |
| Accés en línia: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5137689/ https://ncbi.nlm.nih.gov/pubmed/27849600 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.1609893113 |
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