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A cross-scale multimodal framework identifies clinically actionable immunotherapy biomarkers in melanoma through bulk to single-cell and spatial transcriptomics integration - PubMed

3 hours ago
  • #immunotherapy
  • #melanoma
  • #transcriptomics
  • A cross-scale multimodal framework identifies clinically actionable immunotherapy biomarkers in melanoma.
  • Integration of bulk to single-cell and spatial transcriptomics is used.
  • Study focuses on cutaneous melanoma, multi-omics, and prognostic models.
  • Ethics approval was not required as informed consent was already obtained.
  • Authors declare no competing interests.