Among these 73 DEGs, a comparison of the key diagnostic genes identified by LASSO, SVM-REF, and RF revealed four IUGR-HGs: ADAM9, CRYL1, NDP52, and SERPINA7. This evidence concerns the gene CALCOCO2 and fetal growth restriction.