To further validate these findings, spatial transcriptomics and immunofluorescence staining demonstrated that ALDOA co-localizes with CD68 + macrophages in LUSC tumor tissues, confirming its potential role in macrophage recruitment and activation. This evidence concerns the gene ALDOA and neoplasm.