In addition, GSVA analysis of macrophages revealed that pathways associated with anti-tumor (e.g., Interferon-gamma (IFN-gamma) and Interferon-alpha (IFN-alpha)) response pathways were enriched in NACT-ESCC. Here, IFNG is linked to esophageal squamous cell carcinoma.