The identified differentially expressed biomolecules such as PGRMC1 and 14-3-3ζ might be novel proteins that are closely associated with the pathogenesis of hyperinsulinism and further hyperandrogenism of PCOS. Here, PGRMC1 is linked to hyperandrogenism.