According to the results of this meta-analysis, A allele of rs2143571, rs3761472, and rs738491 in the SAMM50 gene might be related to mitochondrial dysfunction and insulin resistance, leading to the NAFLD development. Here, SAMM50 is linked to metabolic dysfunction-associated steatotic liver disease.