HNSCC RNA-seq Dataset Summary ====================================================================== GEO Accession: GSE65858 Dataset Title: Gene expression patterns and TP53 mutations are associated with HPV RNA status, lymph node metastasis, and survival in head and neck cancer Dataset Source: Original publication: Head and neck cancer cohort Total samples in GEO: 270 Filtered for analysis: 270 Clinical Classification: Complete Response: 137 samples Progressive Disease: 133 samples Class balance: 50.7% CR, 49.3% PD Expression Data: Genes (features): 31330 Samples: 270 Data type: RNA-seq expression values Normalization: Log2-transformed (verified as already normalized in GEO) Response Category Definition: Complete Response (CR): - No progression event during follow-up (pfs_event = FALSE) - Represents patients with good treatment response Progressive Disease (PD): - Progression event occurred (pfs_event = TRUE) - Represents patients with disease progression Note on Indian Cohort: This dataset is a general HNSCC cohort (not India-specific). No publicly available India-specific HNSCC RNA-seq dataset with treatment response data was found in GEO. ====================================================================== Success Criteria Validation ====================================================================== ✓ Valid HNSCC dataset downloaded: GSE65858 ✓ Clinical data filtered for CR/PD: 270 samples ✓ Normalized expression data: 31330 genes × 270 samples ✓ Minimum sample requirement: 270 ≥ 20 ✓ ✓ Clinical-expression data matched and aligned