Sulfonylurea or thiazolidinedione use, being of Asian descent, having heart failure, retinopathy, high blood chloride, and long T2D duration all negatively contributed to the predicted value of GLP-1 M effectiveness. The gene discussed is GLP1R; the disease is retinal disorder.