COL1A1 and fatty liver disease: To further determine which genes might play a significant role in the progression of fatty liver, we used real-time qPCR to detect the expression of 8 DEGs using clinical samples, including CD24, PZP, COL1A1, COL1A2, LUM, VCAN, THBS2 and EPHA3.