ATAD2 and neoplasm: ATAD2 is recognized as a pivotal gene in the regulation of melanoma; its knockout in zebrafish melanoma models impedes cellular transformation and tumor tumorigenesis, while its reintroduction restores cancerous transformation capabilities.‍13 These findings highlight ATAD2's potential as a therapeutic target in various cancers.