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. This evidence concerns the gene IL10 and metabolic dysfunction-associated steatotic liver disease.