Based on the expression patterns and AUC values, three genes—CHPT1, SERPING1, and CYP1B1—were selected as cross-talk genes critical for TB progression in T2DM patients and used to construct a nomogram model. The gene discussed is CYP1B1; the disease is type 2 diabetes mellitus.