Out of 24 potential predictors, the logistic LASSO regression model selected age (LASSO coefficient 0.098; p = 0.01), dialysis type, presence of CKD (LASSO coefficient 1.670; p = 0.017), levels of calcium, levels of CRP, levels of urea, skeletal muscle mass, trunk fat mass and adherence to cereals, red meat, and sweets recommendations as important predictors of severe CV risk in KTRs based on AGE (Table 3). The gene discussed is CRP; the disease is chronic kidney disease.