In the training dataset, age, sex, BMI, HbA1c, Log10 (ACR+1) and blood Hb at baseline and CHD event during follow-up were selected by the model as predictors for HF-related hospitalisation. This evidence concerns the gene GSTM1 and coronary artery disorder.