In order to investigate the impact of the TIME on radiotherapy sensitivity in ESCC, we examined the immune infiltration pattern of NRF2 and observed a positive correlation between NRF2 and macrophage M2. Here, NFE2L2 is linked to esophageal squamous cell carcinoma.