Additionally, Macro_APOE proportion significantly increased in tumor samples (Figure 4G), which was consistent with the IHC analysis that APOE was highly expressed in AEG tumor tissue compared to NAT in the validate cohort (Figure 4H). Here, APOE is linked to neoplasm.