Predictors of hemorrhage include prior variceal bleeding, large spleen size, poor hepatic function (high ALBI, low albumin), and PVTT, suggesting that individualized prophylaxis strategies should integrate both clinical and hemodynamic parameters. The gene discussed is ALB; the disease is Abnormal bleeding.