Patients with high TMAO concentrations (≥ 2.5 μmol/L) had higher prevalence of CAD, stroke, and peripheral arterial disease, and higher C-reactive protein (CRP) levels and lower eGFRs at the time of ICU admission. The gene discussed is CRP; the disease is peripheral arterial disease.