DNMT1 and cancer: In this review, we synthesize mechanistic, computational, and translational studies demonstrating how double-negative DNMT-miRNA feedback architectures generate bistable regulatory circuits that lock cancer cells into epithelial-mesenchymal transition, stem-like, and therapy-resistant states through redox-sensitive regulatory thresholds rather than static epigenetic alterations.