The diagnostic performance of IL-1, IL-6, and TNF-α in distinguishing HF patients from control subjects was assessed using Receiver operating characteristic (ROC) curve analysis (Figure 2), revealing a robust association between elevated cytokine levels and the presence of HF. This evidence concerns the gene IL6 and hydrops fetalis.