In comparison to the non-SLD group, individuals experiencing severe hepatic steatosis exhibited a predisposition towards older age, male gender, Non-Hispanic Black ethnicity, married, lower levels of education, diminished PIR, higher smoking status, limited moderate activity, lower healthy dietary level, as well as higher levels of ASL, ALT, ALP, GGT, LSM, and ALS. The gene discussed is GPT; the disease is fatty liver disease.