By stratifying tumours by inferred TF activities rather than gene expression patterns, we identified known and previously unlinked TFs that are differentially active in HPV(+) versus HPV(−) head and neck squamous cancer, and we uncovered a subtype of endometrioid uterine cancer harbouring mutant β-catenin with altered TF activities. The gene discussed is TF; the disease is neoplasm.