In general, well-known genes relevant for HF were recovered for both, HFpEF and HFrEF comorbidity profiles including NPPA, NPPB, TNFa, NOS2, NOS3, CCL2, IL1B, LMNA, and TTN (Additional file 1: Fig. S11D). This evidence concerns the gene CCL2 and hydrops fetalis.