Notably, in the TGF-β signaling axis, Melanoma_High cells acted as both dominant senders and influencers, while Melanoma_Low cells exhibited minimal functional involvement, suggesting unidirectional paracrine regulation from aggressive melanoma states to less active subpopulations. The gene discussed is TGFB1; the disease is melanoma.