Estrogen can indirectly suppress androgens by inhibiting the hypothalamic luteinizing hormone-releasing hormone (LHRH), reducing the stimulation of the pituitary gland to secrete luteinizing hormone (LH) and thereby constraining PCa progression. The gene discussed is PLOD1; the disease is posterior cortical atrophy.