The anti-Env antibody titer showed the best discriminative power for identifying patients with HAM/TSP versus asymptomatic HTLV-I carriers and ATLL, as shown by the large AUC value of 0.83 from the ROC curve. The gene discussed is ERVW-1; the disease is tropical spastic paraparesis.