Another study by Silva et al. investigated 58 different variables and suggested lipid accumulation product, abdominal circumference, and FSH to be among the important variables associated with PCOS using BorutaShap and random forest algorithms [93]. This evidence concerns the gene BRD2 and polycystic ovary syndrome.