Through rigorous functional validations, we observed that both GGH and PBK significantly inhibited pituitary tumor cell apoptosis and enhanced cell proliferation (Fig. 6d, Additional file 1: Figure S10). The gene discussed is GGH; the disease is pituitary tumor.