Lastly, serum biomarkers linked to metabolic syndrome, hepatic steatosis, and mood disorders, such as butyrylcholinesterase (BChE), were not available in the KNHANES dataset and therefore could not be analyzed. Here, BCHE is linked to fatty liver disease.