Accelerating the Screening of Small Peptide Ligands by Combining Peptide-Protein Docking and Machine Learning.

Codina, Josep-Ramon; Mascini, Marcello; Dikici, Emre; Deo, Sapna K; Daunert, Sylvia

Codina, Josep-Ramon; Mascini, Marcello; Dikici, Emre; Deo, Sapna K; Daunert, Sylvia.

Afiliación

Codina JR; Department of Biochemistry and Molecular Biology, Miller School of Medicine, University of Miami, Miami, FL 33136, USA.
Mascini M; Department of Bioscience and Technology for Food, Agriculture and Environment, University of Teramo, 64100 Teramo, Italy.
Dikici E; Department of Biochemistry and Molecular Biology, Miller School of Medicine, University of Miami, Miami, FL 33136, USA.
Deo SK; Dr. John T. Macdonald Foundation Biomedical Nanotechnology Institute (BioNIUM), University of Miami, Miami, FL 33136, USA.
Daunert S; Department of Biochemistry and Molecular Biology, Miller School of Medicine, University of Miami, Miami, FL 33136, USA.

Int J Mol Sci ; 24(15)2023 Jul 29.

Article en En | MEDLINE | ID: mdl-37569520

Asunto(s)

Péptidos; Proteínas; Ligandos; Simulación del Acoplamiento Molecular; Proteínas/química; Péptidos/metabolismo; Algoritmos; Aprendizaje Automático; Unión Proteica

Palabras clave

classification algorithms; machine learning; molecular docking; small peptides

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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Péptidos / Proteínas Tipo de estudio: Diagnostic_studies / Prognostic_studies / Screening_studies Idioma: En Revista: Int J Mol Sci Año: 2023 Tipo del documento: Article País de afiliación: Estados Unidos

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