Each model consisted of BMI, smoking, social sector, gender, age, diabetes, hypertension, COVID-19 vaccination status, ischemic heart disease, chronic renal failure, dementia, COPD, asthma, and low ALT. This evidence concerns the gene GPT and chronic kidney disease.