Notably, MGLL exhibits both upregulation and downregulation patterns across different tumor types, potentially reflecting tissue-specific adaptations, metabolic or microenvironmental influences, gene functional pleiotropy, epigenetic modifications, or transcriptional regulatory mechanisms (42). This evidence concerns the gene MGLL and neoplasm.