The genes with pathogenic variants were KMT2D, PKD1, BBS1, NPHP3, BBS2, and HNF1B. Hyperechogenic kidney was associated with the highest rate of pathogenic variation (19.8%), followed by renal dysplasia (18.8%). This evidence concerns the gene BBS2 and Hyperechogenic kidneys.