To better understand the correlation between ATR and pro-macrophage polarization factors in HNSCC, TIMER software was used to detect and evaluate the cor value, and it was found that the macrophage polarization factors TNF and TGF-β1 may be related with ATR. Here, TNF is linked to head and neck squamous cell carcinoma.