The current study was carried out using Sanger sequencing analysis with PNPLA3 (rs738409, rs2294918), TM6SF2 (rs58542926), and HFE (rs1799945 and rs1800562) gene polymorphisms in a Saudi population diagnosed with NAFLD. Here, PNPLA3 is linked to metabolic dysfunction-associated steatotic liver disease.