Extrasellar tumor growth, mixed tumors (GH- and prolactin-secreting), dural invasion, tumor size, cavernous sinus invasion, Knosp grade, and pre-operative GH and IGF-1 levels have all been shown to be predictors of poor surgical outcome [26, 27]. The gene discussed is IGF1; the disease is neoplasm.