Overall, this study provides a systematic proteomic atlas of ESCC progression, identifies MOD as a pivotal clinical decision point, and proposes PARP1-TP63-GBP6 axis targeting as a novel intervention strategy. Here, TP63 is linked to esophageal squamous cell carcinoma.