These insights underscore the multifaceted role of ASH1L-AS1/APPLE in tumor biology, spanning proliferation, immune modulation, sex-specific regulation, and MAPK pathway reprogramming. This evidence concerns the gene ASH1L-AS1 and neoplasm.