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Machine Learning Guided Discovery of Non‐Hemolytic Membrane Disruptive Anticancer Peptides

Most antimicrobial peptides (AMPs) and anticancer peptides (ACPs) fold into membrane disruptive cationic amphiphilic α‐helices, many of which are however also unpredictably hemolytic and toxic. Here we exploited the ability of recurrent neural networks (RNN) to distinguish active from inactive and n...

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Detalles Bibliográficos
Autores principales: Zakharova, Elena, Orsi, Markus, Capecchi, Alice, Reymond, Jean‐Louis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9541320/
https://www.ncbi.nlm.nih.gov/pubmed/35880810
http://dx.doi.org/10.1002/cmdc.202200291