Furthermore, we found that there was a considerable AUCell score in the activity of various signaling pathways in macrophages of HF such as inflammatory response, apoptosis, p53 pathway, and TGF-β signaling (Fig. 4F). Here, TGFB1 is linked to hydrops fetalis.