SMCO4 and hydrops fetalis: We utilized multiple algorithms to analyze and identify key hub genes associated with HF, introduced RT-qPCR and single-cell sequencing datasets to validate the results, and ultimately identified SMCO4 and CSDC2 as key genes regulating fatty acid metabolism and influencing HF progression.