For apoptosis related genes, COL14A1, USP9Y, C6, DDX3Y and MATN2 were significantly upregulated (Figure 6C) while ADAMTS4, AQP3, SHISA3, and C1orf105 were significantly downregulated in HF (Figure 6C). Here, USP9Y is linked to hydrops fetalis.