Moreover, our study identifies the Inhba/Smad2/E2f4 signaling axis as a pivotal regulatory pathway driving the proliferation of Lrp2high TC, providing insights into the molecular underpinnings of PCOS. This evidence concerns the gene SMAD2 and polycystic ovary syndrome.