MAD2L1 and neoplasm: Our findings suggest that this could be linked to the activation of downstream cell cycle gene expression by MAD2L1, which enhances cell proliferation and bypasses mitotic checkpoint abnormalities, thereby helping HB cells maintain stability and promoting tumor growth.