The 2D-SWE-derived EQI Median exhibited moderate-to-weak positive correlations with several established non-invasive liver fibrosis scoring systems, including the FIB-4 index, APRI, NFS, and FAP index. The gene discussed is FAP; the disease is Hepatic fibrosis.