These histological findings were pinpointing towards the existence of biologically active levels of FSH, increased LH, and lack of interplay between granulosa and theca cells, which would otherwise lead to ovulation, in the PCOS group. The gene discussed is PLOD1; the disease is polycystic ovary syndrome.