With the exception of bFGF, IL-2RA, and IL-2, other cytokines such as VEGF, GRO-α, Trail, MIG, IL-7, and IL-17 did not demonstrate any association with osteonecrosis risk in the IVW primary MR analysis or secondary analyses. The gene discussed is VEGFA; the disease is osteonecrosis.