Further mechanistic investigation revealed that the proliferation of Lrp2highTC was regulated by the INHBA/Smad2/E2f4 signaling axis, implicating this pathway as a key contributor to the pathophysiology of PCOS. This evidence concerns the gene E2F4 and polycystic ovary syndrome.