The present study was unable to determine the association between plasma NT-proBNP and other risk factors such as sex, age, glycemia, blood pressure, lipid profile components, atherogenic indices, COVID-19 vaccination, metabolic syndrome risk factors, and the number of infections. The gene discussed is NPPB; the disease is metabolic syndrome.