Methodology: This hospital-based cross-sectional study was conducted at R.L. Jalappa Hospital and Research Centre in Kolar to examine the association between three key metabolic parameters - AIP, BMI, and ultrasound-diagnosed fatty liver - in obese individuals. This evidence concerns the gene AIP and fatty liver disease.