Because the severity of AKI and the presence of coexisting illnesses influence the survival after AMI, we adjusted for the following predictive variables18- 21 and clinically relevant factors: demographics (age, sex, race, admission status), clinical presentation (Killip class at the time of admission, left ventricular ejection fraction [LVEF], systolic blood pressure, heart rate, respiratory rate, anatomical site of the AMI, Q-wave myocardial infarction, ST-segment elevation myocardial infarction), medical history (AMI, CHF, current smoking status, hypertension, diabetes mellitus, stroke, peripheral vascular disease), comorbidities (mobility, urinary incontinence, dementia, chronic obstructive pulmonary disease, liver disease, infection with human immunodeficiency virus or other immunologic compromise, a serum albumin level <3 g/dL, white blood cell count >13000/μL, and a hematocrit of <30%), and in-hospital events and procedures such as coronary angiography and percutaneous coronary intervention. (To convert serum albumin to grams per liter, multiply by 10. To convert white blood cell count to ×109/L, multiply by 0.001. To convert hematocrit to a proportion of 1.0, multiply by 0.01.) We also considered several nonclinical factors: characteristics of the hospitals, according to the American Hospital Association 1994 survey22 of hospitals (teaching status, ownership, and availability of on-site facilities for cardiac procedures); characteristics of the physicians, according to the American Medical Association Physician master file (specialty, sex, decade of graduation, country of medical school, employment type, and type of training [osteopathic or allopathic]); and hospital AMI volume derived from the CCP data. We derived the severity of CKD based on estimated glomerular filtration rate (eGFR), which was classified into stages of CKD as suggested by the National Kidney Foundation classification.23 Baseline eGFR was estimated from the modification of diet in renal disease equation using the serum creatinine level on admission.24