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Phenotypic subtypes predict outcomes in colorectal cancer.

Jussi KasurinenInes Beilmann-LehtonenTuomas KaprioJaana HagströmCaj HaglundCamilla Böckelman
Published in: Acta oncologica (Stockholm, Sweden) (2023)
Phenotypic subtype predicts patient outcome in CRC. Associations and prognostic values for subtypes resemble the transcriptome-based consensus molecular subtypes (CMS) classification. In our study, the immune subtype stood out with its exceptionally good prognosis. Moreover, the canonical subtype showed wide variability among clinical subgroups. Further studies are needed to investigate the concordance between transcriptome-based classification systems and the phenotypic subtypes.
Keyphrases
  • machine learning
  • deep learning
  • gene expression
  • rna seq
  • single cell
  • genome wide
  • case report
  • dna methylation
  • clinical practice