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Transformer-based modeling of Clonal Selection and Expression Dynamics reveals resistance mechanisms in breast cancer

Abstract Understanding transcriptional heterogeneity in cancer cells and its implication for treatment response is critical to identify how resistance occurs and may be targeted. Such heterogeneity can be captured by in vitro studies through clonal barcoding methods. We present TraCSED (Transformer-...

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Библиографические подробности
Главные авторы: Nathan D Maulding, Jun Zou, Wei Zhou, Ciara Metcalfe, Joshua M Stuart, Xin Ye, Marc Hafner
Формат: Artigo
Язык:Inglês
Опубликовано: Nature Portfolio 2025-01-01
Серии:npj Systems Biology and Applications
Online-ссылка:https://doi.org/10.1038/s41540-024-00485-8
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