The paradoxical response—observed in our case—emerging only after sustained GnRH agonist exposure suggests that the presence of the pituitary adenoma, with or without hormone production, may have altered GnRH receptor function, thereby modifying the downstream gonadotropic response. Here, GNRHR is linked to pituitary gland adenoma.