Integrative analysis of spatial transcriptomic profiling and single-cell analysis identified a connection between APOE (primarily expressed by tumor cells) and macrophage population frequency, which was robustly recapitulated by a further integrative analysis of bulk RNA-Seq and single-cell analysis. This evidence concerns the gene APOE and neoplasm.