In a bi-variable logistic regression analysis, ASA class, renal failure, malignancy, heart failure, calcium channel blockers, ACE inhibitors, chemotherapy, thoracic surgery, urologic surgery, and neurologic surgery were discovered to be substantially associated with anemia (p-value < 0.2) and were candidates for multivariable logistic regression analysis. The gene discussed is ACE; the disease is heart failure.