This model attained an AUC of 0.753, with feature importance analysis identifying three key predictive factors: (1) postoperative 3-month IGF-1 levels, (2) 3-month GH levels, and (3) histological classification as sparsely granulated somatotroph adenoma (55). The gene discussed is IGF1; the disease is acromegaly.