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High-fidelity in silico generation and augmentation of TCR repertoire data using generative adversarial networks

Abstract Engineered T-cell receptor (eTCR) systems rely on accurately generated T-cell receptor (TCR) sequences to enhance immunotherapy predictability and efficacy. The most variable and crucial part of the TCR receptor is the CDR3 sequence region. Current methods for generating CDR3 sequences, inc...

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Hauptverfasser: Piotr Religa, Michel-Edwar Mickael, Norwin Kubick, Jarosław Olav Horbańczuk, Nikko Floretes, Mariusz Sacharczuk, Atanas G. Atanasov
Format: Artigo
Sprache:Inglês
Veröffentlicht: Nature Portfolio 2025-05-01
Schriftenreihe:Scientific Reports
Online-Zugang:https://doi.org/10.1038/s41598-025-01172-2
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