In addition, univariate ROC analysis was performed to determine the diagnostic accuracy of independent hub genes, suggesting that COL1A1, ASPN, and FMOD had a good diagnostic value in HF (Figures 7G–J). Here, COL1A1 is linked to hydrops fetalis.