To validate the expression of fibroblasts and macrophages in NE, LGIN, HGIN, and ESCC stages, we utilized specific markers (α-SMA for fibroblasts and CD68 for macrophages) in immunofluorescence staining. This evidence concerns the gene ACTA1 and esophageal squamous cell carcinoma.