In the sequencing analysis and the validated dataset, we found that the rs2829145 A/G located in a lncRNA (lnc-JAM2-6) was associated with NAFLD and the disease severity. Here, JAM2 is linked to metabolic dysfunction-associated steatotic liver disease.