Our analysis identified the Inhba/Smad2/E2f4 axis as a central driver of TCs hyperproliferation, particularly within the Lrp2high TC, emphasizing its involvement in this pathological feature of PCOS. Here, E2F4 is linked to polycystic ovary syndrome.