PRKAG1 and neoplasm: Further analyses showed that PRKAG1 remodels the tumor immune microenvironment by modulating immune cell infiltration (CIBERSORT analysis) and intercellular communication (single-cell RNA sequencing), while also activating key pathways such as the cell cycle and DNA repair (GO/KEGG enrichment analysis).