Considering the relationship between APOBEC mutagenesis and immune activity, we estimated the absolute fraction of immune cell types in ESCC using bulk RNA-seq data and found that individuals with higher AMS had significantly increased fractions of CD8+ T cells and M1 macrophages and decreased proportions of plasma cells (Figure 3F). Here, CD8A is linked to esophageal squamous cell carcinoma.