The IRGs signature was established using eight hub IRGs (IL10, CXCR4, HCK, TLR2, TLR1, LYN, SYK, TLR8) and was used to determine the presence of NAFLD in the GSE83452 dataset. Here, LYN is linked to metabolic dysfunction-associated steatotic liver disease.