Through logistic regression and Lasso regression analysis, we finally identified 11 independent indicators associated with GC, including CEA, CA199, LYM, HGB, MCH, MCHC, PLT, ALB, TG, HDL, and AFR, and incorporated these indicators to develop a nomogram model for the diagnosis of GC. The gene discussed is ALB; the disease is gastric cancer.