In order to predict the risk factors affecting the cognitive function of SCI patients, we included serum adiponectin levels, age, gender, smoking, drinking, diabetes, hypertension, low-density lipoprotein, high-density lipoprotein, and fasting blood glucose into the regression model. This evidence concerns the gene ADIPOQ and diabetes mellitus.