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Spatially aware deep learning reveals tumor heterogeneity patterns that encode distinct kidney cancer states

Clear cell renal cell carcinoma (ccRCC) is molecularly heterogeneous, immune infiltrated, and selectively sensitive to immune checkpoint inhibition (ICI). Established histopathology paradigms like nuclear grade have baseline prognostic relevance for ccRCC, although whether existing or novel histolog...

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Detalles Bibliográficos
Autores principales: Nyman, Jackson, Denize, Thomas, Bakouny, Ziad, Labaki, Chris, Titchen, Breanna M., Bi, Kevin, Hari, Surya Narayanan, Rosenthal, Jacob, Mehta, Nicita, Jiang, Bowen, Sharma, Bijaya, Felt, Kristen, Umeton, Renato, Braun, David A., Rodig, Scott, Choueiri, Toni K., Signoretti, Sabina, Van Allen, Eliezer M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9882334/
https://www.ncbi.nlm.nih.gov/pubmed/36712053
http://dx.doi.org/10.1101/2023.01.18.524545