Our study systematically identified three candidate hub genes (FGR, LCP1, and C5AR1) and established a nomogram to assist in the diagnosis of USCP with uremia using various bioinformatic analyses and machine learning algorithms. The gene discussed is LCP1; the disease is uremia.