Compared with patients who had lower ABG, patients with elevated ABG were more likely to be female, have more risk factors, had greater stroke severity, were more likely to be with a history of oral hypoglycemic agents and insulin treatment, tended to be treated with neurosurgical intervention, NICU/ICU care or withdraw of support and stayed longer in hospitals. The gene discussed is INS; the disease is Stroke.