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Purpose: The GM2 ganglioside is an antigen expressed in the majority of melanomas. The GM2-KLH/QS-21 vaccine induces high immunoglobulin M (IgM) and IgG antibody responses. The EORTC 18961 trial compared the efficacy of GM2-KLH/QS-21 vaccination versus observation., Patients and Methods: A total of 1,314 patients with a primary tumor > 1.50 mm in thickness (T3-4N0M0; American Joint Committee on Cancer stage II) were randomly assigned to GM2-KLH/QS-21 vaccination (n = 657) or observation (n = 657). Treatment consisted of subcutaneous injections once per week from week 1 to 4, then every 3 months for the first 2 years and every 6 months during the third year. Primary end point was relapse-free survival (RFS). Secondary end points were distant metastasis-free survival (DMFS) and overall survival (OS). Analyses were by intent to treat., Results: After a median follow-up of 1.8 years, the trial was stopped at the second interim analysis for futility regarding RFS (hazard ratio [HR], 1.00; P = .99) and detrimental outcome regarding OS (HR, 1.66; P = .02). After a median follow-up of 4.2 years, we had recorded 400 relapses, nine deaths without relapse, a total of 236 deaths. At 4 years, the vaccination arm showed a decreased RFS rate of 1.2% (HR, 1.03; 95% CI, 0.84 to 1.25) and OS rate of 2.1% (HR, 1.16; 95% CI, 0.90 to 1.51). Toxicity was acceptable, with 4.6% of patients ending study participation because of toxicity., Conclusion: GM2-KLH/QS-21 vaccination does not improve outcome for patients with stage II melanoma.