AQP3 and hydrops fetalis: In summary, we used WGCNA and the machine learning algorithm for the first time to identify biomarkers of IDCM-HF and obtained two hub genes, AQP3 and CYP2J2, which have the potential to serve as targets for the diagnosis and management of IDCM-HF.