Through an in-depth analysis of osteosarcoma samples using single-cell data, we identified dysregulation or functional abnormalities of the SUMOylation-related gene ZNF451, which correlated positively to the recurrence and prognosis of osteosarcoma. This evidence concerns the gene ZNF451 and osteosarcoma.