Among them, ASPN, COL1A1, and FMOD exhibited differential expressions and excellent diagnostic efficiency in all four RNA-seq datasets, which were further validated using data from the four screened HF microarray datasets (GSE16499, GSE26887, GSE57338, and GSE79962). This evidence concerns the gene COL1A1 and hydrops fetalis.