Appendix 1 Definition of comorbidities and exposures that were related in the present study Definition Comorbidity Hypertension SBP ≥ 140 mmHg and/or DBP ≥ 90 mmHg according to JNC71. Diabetes mellitus Fasting blood glucose ≥ 7mmol/L or 2-h postprandial blood (DM) glucose ≥ 11.1 mmol/L2. Chronic kidney Kidney damage (proteinuria) or glomerular filtration rate disease(CKD) (GFR) < 60 ml/min/1.73m2 lasting for 3 months3, 4. Anemia Hemoglobin < 120 g/L in males and postmenopausal females, and hemoglobin < 110 g/L in nonmenopausal females. Coronary Clear history of coronary artery disease, for example, a atherosclerotic coronary bypass operation had been performed or coronary heart disease angiography showed a lesion of one or more coronary arteries (CAD) on admission. Stroke history Patients had a clear history of a cerebrovascular event, or related-imaging examination showed a cerebrovascular event on admission5, 6. Chronic Diagnosis was confirmed by spirometry. The presence of a post obstructive bronchodilator FEV1 < 80% of the predicted value in pulmonary combination with an FEV1/FVC < 70% confirmed the presence disease(COPD) of airflow limitation that was not fully reversible7. Malignant Discovered within one year, active treatment had been carried neoplasm out in the last year. Exposures Infection Clear focus of infection could be found and/or bacteria culture was positive. No toxemia was found, with or without fever. Sepsis Sepsis was diagnosed according to the criteria of the American College of Chest Physicians and Society of Critical Care Medicine8. Acute Heart Rapid onset of symptoms and signs secondary to abnormal Failure(AHF) cardiac function was defined as AHF9. Surgery Patients underwent surgery with renal function declining in 72h, who then transferred to the department of nephrology. Shock A low-perfusion state could be confirmed by clinical manifestation and/or laboratory detection. Arrhythmia Any disturbances of normal rhythmic beating of the heart or myocardial contraction, diagnosed by electrocardiography. Acute myocardial Patients with typical clinical manifestation such as durable infarction(AMI) severe chest pain, supported by increase of myocardial necrosis markers and progressive change of ECG10. Rhabdomyolysis Identified by symptoms of muscle pain or tenderness and (RM) weakness with an increase of serum creatinine kinase(CK) MM subtype11. Cerebral Stroke performance and diagnosed by imaging tests. infarction Upper Haematemesis, melena and peripheral circulatory failure signs gastrointestinal with further etiological diagnosis by endoscopy, etc. bleeding(UGB) Multiple organ The development of progressive physiologic dysfunction in two dysfunction or more organ systems after an acute threat to systemic syndrome(MODS) homeostasis12. Mechanical Mechanical ventilatory support was required when patients’ ventilation ventilatory and/or gas exchange capabilities of respiratory system failed. Electrolyte Pathological disorders of body’s water-electrolyte. imbalance Reference 1. Chobanian AV, Bakris GL, Black HR, et al. Seventh report of the joint national committee on prevention, detection, evaluation, and treatment of high blood pressure. Hypertension. 2003;42(6):1206-1252. 2. Puavilai G, Chanprasertyotin S, Sriphrapradaeng A. Diagnostic criteria for diabetes mellitus and other categories of glucose intolerance: 1997 criteria by the Expert Committee on the Diagnosis and Classification of Diabetes Mellitus (ADA), 1998 WHO consultation criteria, and 1985 WHO criteria. Diabetes research and clinical practice. 1999;44(1):21-26. 3. K/DOQI clinical practice guidelines for chronic kidney disease: evaluation, classification, and stratification. Am J Kidney Dis. 2002;39(2 Suppl 1):S1-266. 4. Levey AS, Coresh J, Balk E, et al. National Kidney Foundation practice guidelines for chronic kidney disease: evaluation, classification, and stratification. Annals of internal medicine. 2003;139(2):137-147. 5. Adams H, Bendixen BH, Kappelle LJ, et al. Classification of subtype of acute ischemic stroke. Definitions for use in a multicenter clinical trial. TOAST. Trial of Org 10172 in Acute Stroke Treatment. Stroke. 1993;24(1):35-41. 6. Wintermark M, Reichhart M, Cuisenaire O, et al. Comparison of admission perfusion computed tomography and qualitative diffusion-and perfusion-weighted magnetic resonance imaging in acute stroke patients. Stroke. 2002;33(8):2025-2031. 7. Pauwels RA, Buist AS, Calverley PM, et al. ARTICLES-Chronic Obstructive Pulmonary Disease-Global Strategy for the Diagnosis, Management, and Prevention of Chronic Obstructive Pulmonary Disease. American journal of respiratory and critical care medicine. 2001;163(5):1256. 8. Bone RC, Balk RA, Cerra FB, et al. Definitions for sepsis and organ failure and guidelines for the use of innovative therapies in sepsis. The ACCP/SCCM Consensus Conference Committee. American College of Chest Physicians/Society of Critical Care Medicine. CHEST Journal. 1992;101(6):1644-1655. 9. Nieminen MS, Bohm M, Cowie MR, et al. Executive summary of the guidelines on the diagnosis and treatment of acute heart failure: the Task Force on Acute Heart Failure of the European Society of Cardiology. European heart journal. 2005;26(4):384-416. 10. Antman EM, Anbe DT, Armstrong PW, et al. ACC/AHA guidelines for the management of patients with ST-elevation myocardial infarction--executive summary: a report of the American College of Cardiology/American Heart Association Task Force on Practice Guidelines (Writing Committee to Revise the 1999 Guidelines for the Management of Patients With Acute Myocardial Infarction). Circulation. 2004;110(5):588-636. 11. Vanholder R, Sever MS, Erek E, Lameire N. Rhabdomyolysis. Journal of the American Society of Nephrology : JASN. 2000;11(8):1553-1561. 12. The ACCP/SCCM consensus conference committee. Definitions for sepsis and organ failure and guidlines for the use of innovative therapies in sepsis. Chest. 1992;101(6):1644-1655.