Our results indicated that the plasma COL1A1 content could be a potential biomarker to distinguish the malignant process of HF within 1-year after HF diagnosis with higher diagnostic efficiency than longer survival condition (Additional file 8: Table S8). The gene discussed is COL1A1; the disease is hydrops fetalis.