Our main analysis identified significant associations with osteosarcoma for 12 variants in 8 genes: CTLA-4, ERCC3, IL-8, PRCKG, RECQL5, TNF-α, XRCC3, and VEGF. Here, TNF is linked to osteosarcoma.