Accurate prediction of virus-host protein-protein interactions via a Siamese neural network using deep protein sequence embeddings.

Madan, Sumit; Demina, Victoria; Stapf, Marcus; Ernst, Oliver; Fröhlich, Holger

Madan, Sumit; Demina, Victoria; Stapf, Marcus; Ernst, Oliver; Fröhlich, Holger.

Afiliación

Madan S; Department of Bioinformatics, Fraunhofer Institute for Algorithms and Scientific Computing (SCAI), Schloss Birlinghoven, 53757 Sankt Augustin, Germany.
Demina V; Institute of Computer Science, University of Bonn, 53115 Bonn, Germany.
Stapf M; NEUWAY Pharma GmbH, In den Dauen 6A, 53117 Bonn, Germany.
Ernst O; NEUWAY Pharma GmbH, In den Dauen 6A, 53117 Bonn, Germany.
Fröhlich H; NEUWAY Pharma GmbH, In den Dauen 6A, 53117 Bonn, Germany.

Patterns (N Y) ; 3(9): 100551, 2022 Sep 09.

Article en En | MEDLINE | ID: mdl-36124304

Palabras clave

John Cunningham polyomavirus major capsid protein VP1; SARS-CoV-2 spike glycoprotein; Siamese neural network; deep protein sequence embeddings; protein-protein interactions; virus-host interactions

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Tipo de estudio: Prognostic_studies / Risk_factors_studies Idioma: En Revista: Patterns (N Y) Año: 2022 Tipo del documento: Article País de afiliación: Alemania Pais de publicación: Estados Unidos

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