The SDR algorithm sorted out two-way interaction model, involving the rs1801274 (Fc gamma receptor 2a, FcγRIIa) and the rs10954213 (interferon regulatory factor 5, IRF5) SNPs, as the most predictive for responses to anti-TNF therapy in patients with active RA. The gene discussed is TNF; the disease is rheumatoid arthritis.