The growth of acute kidney injury: a rising tide or just closer attention to detail?

Edward D Siew, Andrew Davenport, Edward D Siew, Andrew Davenport

Abstract

Acute kidney injury (AKI), previously termed acute renal failure, is associated with increased mortality, prolonged hospital stay, and accelerated chronic kidney disease (CKD). Over the past 2 decades, dramatic rises in the incidences of AKI have been reported, particularly within the United States. The question arises as to whether these changes reflect actual increases in disease incidence, or are potentially explained by the introduction of consensus definitions that rely on small standardized changes in serum creatinine, changes in coding and reimbursement, or increasingly available and more liberal use of dialysis. In this review, we explore the secular trends in AKI incidence in North America and Western Europe and its potential contributors.

Figures

Figure 1
Figure 1
Temporal trends in the hospital-based and population-based incidence of acute kidney injury (AKI). (a) Hospital-based incidence in AKI among elderly (aged >65 years) Medicare beneficiaries using administrative codes (USA). (b, c) Community-based incidence of nondialysis- and dialysis-requiring AKI in Northern California (USA) using administrative codes and creatinine-based definitions, respectively. (d) Population incidence of dialysis-requiring AKI using the Nationwide Inpatient Sample and US Census data. ARF, acute renal failure.
Figure 2
Figure 2
Temporal trends in sepsis and heart failure hospitalizations. National US trends of hospital discharges for (a) sepsis using the Nationwide Inpatient Sample (USA) and (b) congestive heart failure using the National Hospital Discharge Survey (USA).
Figure 3
Figure 3
Temporal trends in MI and surgery associated acute kidney injury (AKI). Temporal trends in the incidence of dialysis-requiring AKI during hospitalization for (a) acute myocardial infarction in the United States and (b) major surgery in Ontario, Canada.
Figure 4
Figure 4
Proposed framework by the Acute Dialysis Quality Initiative (ADQI) for evaluating acute kidney injury (AKI) using both functional and damage markers simultaneously.,

References

    1. Marketos SG, Eftychiadis AG, Diamandopoulos A. Acute renal failure according to ancient Greek and Byzantine medical writers. J R Soc Med. 1993;86:290–293.
    1. Swan RC, Merrill JP. The clinical course of acute renal failure. Medicine. 1953;32:215.
    1. Smith HJ.The Kidney: Structure and Function in Health and Diseasefourth printingOxford University Press: London, England; 1964810
    1. Uchino S, Kellum JA, Bellomo R, et al. Acute renal failure in critically ill patients: a multinational, multicenter study. Jama. 2005;294:813–818.
    1. Mehta RL, Pascual MT, Soroko S, et al. Spectrum of acute renal failure in the intensive care unit: the PICARD experience. Kidney Int. 2004;66:1613–1621.
    1. Xue JL, Daniels F, Star RA, et al. Incidence and mortality of acute renal failure in Medicare beneficiaries, 1992 to 2001. J Am Soc Nephrol. 2006;17:1135–1142.
    1. Waikar SS, Curhan GC, Wald R, et al. Declining mortality in patients with acute renal failure, 1988 to 2002. J Am Soc Nephrol. 2006;17:1143–1150.
    1. Hsu RK, McCulloch CE, Dudley RA, et al. Temporal Changes in Incidence of Dialysis-Requiring AKI. J Am Soc Nephrol. 2013;24:37–42.
    1. Hsu CY, McCulloch CE, Fan D, et al. Community-based incidence of acute renal failure. Kidney Int. 2007;72:208–212.
    1. Siddiqui NF, Coca SG, Devereaux PJ, et al. Secular trends in acute dialysis after elective major surgery–1995 to 2009. CMAJ. 2012;184:1237–1245.
    1. Hsu CY, Vittinghoff E, Lin F, et al. The incidence of end-stage renal disease is increasing faster than the prevalence of chronic renal insufficiency. Ann Intern Med. 2004;141:95–101.
    1. Wald R, Quinn RR, Luo J, et al. Chronic dialysis and death among survivors of acute kidney injury requiring dialysis. JAMA. 2009;302:1179–1185.
    1. Ricci Z, Cruz D, Ronco C. The RIFLE criteria and mortality in acute kidney injury: A systematic review. Kidney Int. 2008;73:538–546.
    1. Chertow GM, Burdick E, Honour M, et al. Acute kidney injury, mortality, length of stay, and costs in hospitalized patients. J Am Soc Nephrol. 2005;16:3365–3370.
    1. Coca SG, Singanamala S, Parikh CR. Chronic kidney disease after acute kidney injury: a systematic review and meta-analysis. Kidney Int. 2011;81:442–448.
    1. Hsu CY. Where is the epidemic in kidney disease. J Am Soc Nephrol. 2010;21:1607–1611.
    1. Siew ED, Himmelfarb J. The inexorable rise of AKI: can we bend the growth curve. J Am Soc Nephrol. 2013;24:3–5.
    1. Chawla LS, Kimmel PL. Acute kidney injury and chronic kidney disease: an integrated clinical syndrome. Kidney Int. 2012;82:516–524.
    1. Lameire N, Van Biesen W, Vanholder R. The changing epidemiology of acute renal failure. Nat Clin Pract Nephrol. 2006;2:364–377.
    1. Hwang YJ, Shariff SZ, Gandhi S, et al. Validity of the International Classification of Diseases, Tenth Revision code for acute kidney injury in elderly patients at presentation to the emergency department and at hospital admission. BMJ Open. 2012;2:1–11.
    1. Grams ME, Waikar SS, MacMahon B, et al. Performance and limitations of administrative data in the identification of AKI. Clin J Am Soc Nephrol CJASN. 2014;9:682–689.
    1. Hou SH, Bushinsky DA, Wish JB, et al. Hospital-acquired renal insufficieny: a prospective study. Am J Med. 1983;74:243.
    1. Nash K, Hafeez A, Hou S. Hospital-acquired renal insufficiency. Am J Kidney Dis. 2002;39:930–936.
    1. Levy EM, Viscoli CM, Horwitz RI. The effect of acute renal failure on mortality. A cohort analysis. JAMA. 1996;275:1489–1494.
    1. Bellomo R, Ronco C, Kellum JA, et al. Acute renal failure—definition, outcome measures, animal models, fluid therapy and information technology needs: the Second International Consensus Conference of the Acute Dialysis Quality Initiative (ADQI) Group. Crit Care. 2004;8:R204–R212.
    1. Mehta RL, Kellum JA, Shah SV, et al. Acute Kidney Injury Network: report of an initiative to improve outcomes in acute kidney injury. Crit Care. 2007;11:R31.
    1. Kidney Disease: Improving Global Outcomes (KDIGO). Kidney Int Supp2012219
    1. Siew ED, Matheny ME, Ikizler TA, et al. Commonly used surrogates for baseline renal function affect the classification and prognosis of acute kidney injury. Kidney Int. 2010;77:536–542.
    1. Bagshaw SM, Uchino S, Cruz D, et al. A comparison of observed versus estimated baseline creatinine for determination of RIFLE class in patients with acute kidney injury. Nephrol Dial Transplant. 2009;24:2739–2744.
    1. Waikar SS, Wald R, Chertow GM, et al. Validity of International Classification of Diseases, Ninth Revision, Clinical Modification Codes for Acute Renal Failure. J Am Soc Nephrol. 2006;17:1688–1694.
    1. Metcalfe W, Simpson M, Khan IH, et al. Acute renal failure requiring renal replacement therapy: incidence and outcome. QJM. 2002;95:579–583.
    1. Hsu RK, McCulloch CE, Dudley RA, et al. Temporal Changes in Incidence of dialysis-requiring Acute Kidney Injury. Journal of the American Society of Nephrology. 2013;24:37–42.
    1. Rosansky S, Glassock RJ, Clark WF. Early start of dialysis: a critical review. Clin J Am Soc Nephrol. 2011;6:1222–1228.
    1. Rosansky SJ, Eggers P, Jackson K, et al. Early start of hemodialysis may be harmful. Arch Intern Med. 2011;171:396–403.
    1. Liu KD, Himmelfarb J, Paganini E, et al. Timing of initiation of dialysis in critically ill patients with acute kidney injury. Clin J Am Soc Nephrol. 2006;1:915–919.
    1. Shiao CC, Wu VC, Li WY, et al. Late initiation of renal replacement therapy is associated with worse outcomes in acute kidney injury after major abdominal surgery. Crit Care. 2009;13:R171.
    1. Thakar CV, Rousseau J, Leonard AC. Timing of dialysis initiation in AKI in ICU: international survey. Crit Care. 2012;16:R237.
    1. Clark E, Wald R, Walsh M, et al. Timing of initiation of renal replacement therapy for acute kidney injury: a survey of nephrologists and intensivists in Canada. Nephrol Dial Transplant. 2012;27:2761–2767.
    1. Wiedemann HP, Wheeler AP, Bernard GR, et al. Comparison of two fluid-management strategies in acute lung injury. N Engl J Med. 2006;354:2564–2575.
    1. Liu KD, Thompson BT, Ancukiewicz M, et al. Acute kidney injury in patients with acute lung injury: impact of fluid accumulation on classification of acute kidney injury and associated outcomes. Crit Care Med. 2011;39:2665–2671.
    1. Grams ME, Estrella MM, Coresh J, et al. Fluid balance, diuretic use, and mortality in acute kidney injury. Clin J Am Soc Nephrol. 2011;6:966–973.
    1. Butcher BW, Liu KD. Fluid overload in AKI: epiphenomenon or putative effect on mortality. Curr Opin Crit Care. 2012;18:593–598.
    1. Grams ME, Astor BC, Bash LD, et al. Albuminuria and estimated glomerular filtration rate independently associate with acute kidney injury. J Am Soc Nephrol. 2010;21:1757–1764.
    1. Hsu CY, Ordonez JD, Chertow GM, et al. The risk of acute renal failure in patients with chronic kidney disease. Kidney Int. 2008;74:101–107.
    1. Coresh J, Astor BC, Greene T, et al. Prevalence of chronic kidney disease and decreased kidney function in the adult US population: Third National Health and Nutrition Examination Survey. Am J Kidney Dis. 2003;41:1–12.
    1. Coresh J, Walser M, Hill S. Survival on dialysis among chronic renal failure patients treated with a supplemented low-protein diet before dialysis. J Am Soc Nephrol. 1995;6:1379–1385.
    1. Siddiqui NF, Coca SG, Devereaux PJ, et al. Secular trends in acute dialysis after elective major surgery–1995 to 2009. CMAJ. 2012;184:1237–1245.
    1. Winkelmayer WC, Schneeweiss S, Mogun H, et al. Identification of individuals with CKD from Medicare claims data: a validation study. Am J Kidney Dis. 2005;46:225–232.
    1. Fleet JL, Dixon SN, Shariff SZ, et al. Detecting chronic kidney disease in population-based administrative databases using an algorithm of hospital encounter and physician claim codes. BMC Nephrol. 2013;14:81.
    1. Kern EF, Maney M, Miller DR, et al. Failure of ICD-9-CM codes to identify patients with comorbid chronic kidney disease in diabetes. Health Serv Res. 2006;41:564–580.
    1. Owan TE, Hodge DO, Herges RM, et al. Secular trends in renal dysfunction and outcomes in hospitalized heart failure patients. J Card Fail. 2006;12:257–262.
    1. Writing Group Members. Lloyd-Jones D, Adams RJ, et al. Heart disease and stroke statistics–2010 update: a report from the American Heart Association. Circulation. 2010;121:e46–e215.
    1. Adams KF, Jr, Uddin N, Patterson JH. Clinical predictors of in-hospital mortality in acutely decompensated heart failure-piecing together the outcome puzzle. Congest Heart Fail. 2008;14:127–134.
    1. Grams ME, Astor BC, Bash LD, et al. Albuminuria and estimated glomerular filtration rate independently associate with acute kidney injury. J Am Soc Nephrol. 2010;21:1757–1764.
    1. James MT, Hemmelgarn BR, Wiebe N, et al. Glomerular filtration rate, proteinuria, and the incidence and consequences of acute kidney injury: a cohort study. Lancet. 2010;376:2096–2103.
    1. Hsu RK, Hsu CY. Proteinuria and reduced glomerular filtration rate as risk factors for acute kidney injury. Curr Opin Nephrol Hypertens. 2011;20:211–217.
    1. Fraze T, Jiang JH, Burgess J.Hospital Stays for Patients with Diabetes, 2008 (Statistical Brief #93). Healthcare Cost and Utilization Project (HCUP) , 2010
    1. Billings FTt, Pretorius M, Schildcrout JS, et al. Obesity and oxidative stress predict AKI after cardiac surgery. J Am Soc Nephrol. 2012;23:1221–1228.
    1. Patil H, Astik G, House JA, et al. Prevalence of grade II and III obesity among patients hospitalized with cardiovascular diagnoses in 2002 v. 2009. Mo Med. 2012;109:397–401.
    1. Nagamine M, Jiang J, Merril CT.Trends in elderly Hospitalizations, 1997-2004. Statistical Brief #14. Healthcare Cost and Utilization Project (HCUP) , 2006
    1. Rubenfeld GD, Caldwell E, Peabody E, et al. Incidence and outcomes of acute lung injury. N Eng J Med. 2005;353:1685–1693.
    1. Martin GS, Mannino DM, Moss M. The effect of age on the development and outcome of adult sepsis. Crit Care Med. 2006;34:15–21.
    1. Anderson S, Eldadah B, Halter JB, et al. Acute kidney injury in older adults. J Am Soc Nephrol. 2011;22:28–38.
    1. Seymour CW, Rea TD, Kahn JM, et al. Severe sepsis in pre-hospital emergency care: analysis of incidence, care, and outcome. Am J Respir Crit Care Med. 2012;186:1264–1271.
    1. Martin GS, Mannino DM, Eaton S, et al. The epidemiology of sepsis in the United States from 1979 through 2000. N Engl J Med. 2003;348:1546–1554.
    1. Dombrovskiy VY, Martin AA, Sunderram J, et al. Rapid increase in hospitalization and mortality rates for severe sepsis in the United States: a trend analysis from 1993 to 2003. Crit Care Med. 2007;35:1244–1250.
    1. Fry AM, Shay DK, Holman RC, et al. Trends in hospitalizations for pneumonia among persons aged 65 years or older in the United States, 1988-2002. JAMA. 2005;294:2712–2719.
    1. Heywood JT, Fonarow GC, Costanzo MR, et al. High prevalence of renal dysfunction and its impact on outcome in 118,465 patients hospitalized with acute decompensated heart failure: a report from the ADHERE database. J Card Fail. 2007;13:422–430.
    1. Fonarow GC, Adams KF, Jr, Abraham WT, et al. Risk stratification for in-hospital mortality in acutely decompensated heart failure: classification and regression tree analysis. JAMA. 2005;293:572–580.
    1. Forman DE, Butler J, Wang Y, et al. Incidence, predictors at admission, and impact of worsening renal function among patients hospitalized with heart failure. J Am Coll Cardiol. 2004;43:61–67.
    1. Logeart D, Tabet JY, Hittinger L, et al. Transient worsening of renal function during hospitalization for acute heart failure alters outcome. Int J Cardiol. 2008;127:228–232.
    1. Hassan A, Newman A, Ko DT, et al. Increasing rates of angioplasty versus bypass surgery in Canada, 1994-2005. Am Heart J. 2010;160:958–965.
    1. Amin AP, Salisbury AC, McCullough PA, et al. Trends in the incidence of acute kidney injury in patients hospitalized with acute myocardial infarction. Arch Intern Med. 2012;172:246–253.
    1. Neilson EG, Johnson KB, Rosenbloom ST, et al. The impact of peer management on test-ordering behavior. Ann Intern Med. 2004;141:196–204.
    1. Lenihan CR, Montez-Rath ME, Mora Mangano CT, et al. Trends in acute kidney injury, associated use of dialysis, and mortality after cardiac surgery, 1999 to 2008. Ann Thorac Surg. 2013;95:20–28.
    1. Serruys PW, Morice MC, Kappetein AP, et al. Percutaneous coronary intervention versus coronary-artery bypass grafting for severe coronary artery disease. N Engl J Med. 2009;360:961–972.
    1. Farkouh ME, Domanski M, Sleeper LA, et al. Strategies for multivessel revascularization in patients with diabetes. N Engl J Med. 2012;367:2375–2384.
    1. Salahudeen AK, Bonventre JV. Onconephrology: the latest frontier in the war against kidney disease. J Am Soc Nephrol. 2013;24:26–30.
    1. Lam AQ, Humphreys BD. Onco-nephrology: AKI in the cancer patient. Clin J Am Soc Nephrol. 2012;7:1692–1700.
    1. Perazella MA, Berns JS, Rosner MH. Cancer and the kidney: the growth of onco-nephrology. Adv Chronic Kidney Dis. 2014;21:4–6.
    1. Siegel R, Ma J, Zou Z, et al. Cancer Statistics, 2014. CA Cancer J Clin. 2014;64:9–29.
    1. Salahudeen AK, Doshi SM, Pawar T, et al. Incidence rate, clinical correlates, and outcomes of AKI in patients admitted to a comprehensive cancer center. Clin J Am Soc Nephrol. 2013;8:347–354.
    1. Perazella MA. Onco-nephrology: renal toxicities of chemotherapeutic agents. Clin J Am Soc Nephrol. 2012;7:1713–1721.
    1. Uchino S. The epidemiology of acute renal failure in the world. Curr Opin Crit Care. 2006;12:538–543.
    1. Hui-Stickle S, Brewer ED, Goldstein SL. Pediatric ARF epidemiology at a tertiary care center from 1999 to 2001. Am J Kidney Dis. 2005;45:96–101.
    1. Moffett BS, Goldstein SL. Acute kidney injury and increasing nephrotoxic-medication exposure in noncritically-ill children. Clin J Am Soc Nephrol. 2011;6:856–863.
    1. Perazella MA. Drug use and nephrotoxicity in the intensive care unit. Kidney Int. 2012;81:1172–1178.
    1. Myburgh JA, Finfer S, Bellomo R, et al. Hydroxyethyl starch or saline for fluid resuscitation in intensive care. N Engl J Med. 2012;367:1901–1911.
    1. Perner A, Haase N, Guttormsen AB, et al. Hydroxyethyl starch 130/0.42 versus Ringer's acetate in severe sepsis. N Engl J Med. 2012;367:124–134.
    1. Zarychanski R, Abou-Setta AM, Turgeon AF, et al. Association of hydroxyethyl starch administration with mortality and acute kidney injury in critically ill patients requiring volume resuscitation: a systematic review and meta-analysis. JAMA. 2013;309:678–688.
    1. Yunos NM, Bellomo R, Hegarty C, et al. Association between a chloride-liberal vs chloride-restrictive intravenous fluid administration strategy and kidney injury in critically ill adults. JAMA. 2012;308:1566–1572.
    1. Kellum JA, Lameire N. for the KAKIGWG. Diagnosis, evaluation, and management of acute kidney injury: a KDIGO summary (Part 1) Crit Care. 2013;17:204.
    1. Palevsky PM, Liu KD, Brophy PD, et al. KDOQI US commentary on the 2012 KDIGO clinical practice guideline for acute kidney injury. Am J Kidney Dis. 2013;61:649–672.
    1. Rivers E, Nguyen B, Havstad S, et al. Early goal-directed therapy in the treatment of severe sepsis and septic shock. N Engl J Med. 2001;345:1368–1377.
    1. Levy MM, Dellinger RP, Townsend SR, et al. The Surviving Sepsis Campaign: results of an international guideline-based performance improvement program targeting severe sepsis. Intensive Care Med. 2010;36:222–231.
    1. Williams AW, Dwyer AC, Eddy AA, et al. Critical and honest conversations: the evidence behind the ‘Choosing Wisely' campaign recommendations by the American Society of Nephrology. Clin J Am Soc Nephrol. 2012;7:1664–1672.
    1. Plantinga L, Grubbs V, Sarkar U, et al. Nonsteroidal anti-inflammatory drug use among persons with chronic kidney disease in the United States. Ann Family Med. 2011;9:423–430.
    1. Peralta CA, Shlipak MG, Wassel-Fyr C, et al. Association of antihypertensive therapy and diastolic hypotension in chronic kidney disease. Hypertension. 2007;50:474–480.
    1. Abuelo JG. Normotensive ischemic acute renal failure. N Engl J Med. 2007;357:797–805.
    1. Lewis EJ, Hunsicker LG, Bain RP, et al. The effect of angiotensin-converting-enzyme inhibition on diabetic nephropathy. The Collaborative Study Group. N Engl J Med. 1993;329:1456–1462.
    1. Kramer BK, Schweda F.Ramipril in non-diabetic renal failure (REIN study). Ramipril Efficiency in Nephropathy study Lancet 1997350736author reply 736-737.
    1. Lewis EJ, Hunsicker LG, Clarke WR, et al. Renoprotective effect of the angiotensin-receptor antagonist irbesartan in patients with nephropathy due to type 2 diabetes. N Engl J Med. 2001;345:851–860.
    1. Yusuf S, Sleight P, Pogue J, et al. Effects of an angiotensin-converting-enzyme inhibitor, ramipril, on cardiovascular events in high-risk patients. The Heart Outcomes Prevention Evaluation Study Investigators. N Engl J Med. 2000;342:145–153.
    1. Chobanian AV, Bakris GL, Black HR, et al. The Seventh Report of the Joint National Committee on Prevention, Detection, Evaluation, and Treatment of High Blood Pressure: the JNC 7 report. JAMA. 2003;289:2560–2572.
    1. KDOQI KDOQI Clinical Practice Guidelines and Clinical Practice Recommendations for Diabetes and Chronic Kidney Disease. Am J Kidney Dis. 2007;49:S12–154.
    1. National Kidney Foundation K/DOQI clinical practice guidelines for chronic kidney disease: evaluation, classification, and stratification. Am J Kidney Dis. 2002;39:S1–266.
    1. Levey AS, Eckardt KU, Tsukamoto Y, et al. Definition and classification of chronic kidney disease: a position statement from Kidney Disease: Improving Global Outcomes (KDIGO) Kidney Int. 2005;67:2089–2100.
    1. Jain AK, Cuerden MS, McLeod I, et al. Reporting of the estimated glomerular filtration rate was associated with increased use of angiotensin-converting enzyme inhibitors and angiotensin-II receptor blockers in CKD. Kidney Int. 2012;81:1248–1253.
    1. Cox ZL, McCoy AB, Matheny ME, et al. Adverse drug events during AKI and its recovery. Clin J Am Soc Nephrol. 2013;8:1070–1078.
    1. Arora P, Rajagopalam S, Ranjan R, et al. Preoperative use of angiotensin-converting enzyme inhibitors/angiotensin receptor blockers is associated with increased risk for acute kidney injury after cardiovascular surgery. Clin J Am Soc Nephrol. 2008;3:1266–1273.
    1. Rim MY, Ro H, Kang WC, et al. The effect of renin-angiotensin-aldosterone system blockade on contrast-induced acute kidney injury: a propensity-matched study. Am J Kidney Dis. 2012;60:576–582.
    1. Mann JF, Schmieder RE, McQueen M, et al. Renal outcomes with telmisartan, ramipril, or both, in people at high vascular risk (the ONTARGET study): a multicentre, randomised, double-blind, controlled trial. Lancet. 2008;372:547–553.
    1. Fried LF, Emanuele N, Zhang JH, et al. Combined Angiotensin inhibition for the treatment of diabetic nephropathy. N Engl J Med. 2013;369:1892–1903.
    1. Lapi F, Azoulay L, Yin H, et al. Concurrent use of diuretics, angiotensin converting enzyme inhibitors, and angiotensin receptor blockers with non-steroidal anti-inflammatory drugs and risk of acute kidney injury: nested case-control study. BMJ. 2013;346:e8525.
    1. Okusa M, Davenport A. Reading between the guidelines - The KIDGO Practice Guideline on acute kidney injury in the individual patient. Kidney Int. 2013;85:39–48.
    1. Davenport A, Cholongitas E, Xirouchakis E, et al. Pitfalls in assessing renal function in patients with cirrhosis–potential inequity for access to treatment of hepatorenal failure and liver transplantation. Nephrol Dial Transplant. 2011;26:2735–2742.
    1. Macedo E, Bouchard J, Soroko SH, et al. Fluid accumulation, recognition and staging of acute kidney injury in critically-ill patients. Crit Care. 2010;14:R82.
    1. Coca SG, Garg AX, Swaminathan M, et al. Preoperative angiotensin-converting enzyme inhibitors and angiotensin receptor blocker use and acute kidney injury in patients undergoing cardiac surgery. Nephrol Dial Transplant. 2013;28:2787–2799.
    1. Testani JM, Chen J, McCauley BD, et al. Potential effects of aggressive decongestion during the treatment of decompensated heart failure on renal function and survival. Circulation. 2010;122:265–272.
    1. Testani JM, Brisco MA, Chen J, et al. Timing of hemoconcentration during treatment of acute decompensated heart failure and subsequent survival: importance of sustained decongestion. J Am Coll Cardiol. 2013;62:516–524.
    1. Murray PT, Mehta RL, Shaw A, et al. Current use of biomarkers in acute kidney injury: report and summary of recommendations from the 10th Acute Dialysis Quality Initiative consensus conference. Kidney Int. 2014;85:513–521.
    1. McCullough PA, Bouchard J, Waikar SS, et al. Implementation of novel biomarkers in the diagnosis, prognosis, and management of acute kidney injury: executive summary from the Tenth Consensus Conference of the Acute Dialysis Quality Initiative (ADQI) Contrib Nephrol. 2013;182:5–12.
    1. McCullough PA, Shaw AD, Haase M, et al. Diagnosis of acute kidney injury using functional and injury biomarkers: workgroup statements from the tenth acute dialysis quality initiative consensus conference. Contrib Nephrol. 2013;182:13–29.
    1. Coca SG, Garg AX, Thiessen-Philbrook H, et al. Urinary biomarkers of AKI and mortality 3 years after cardiac surgery. J Am Soc Nephrol. 2014;25:1063–1071.
    1. Haase M, Devarajan P, Haase-Fielitz A, et al. The outcome of neutrophil gelatinase-associated lipocalin-positive subclinical acute kidney injury: a multicenter pooled analysis of prospective studies. J Am Coll Cardiol. 2011;57:1752–1761.
    1. Belcher JM, Sanyal AJ, Peixoto AJ, et al. Kidney biomarkers and differential diagnosis of patients with cirrhosis and acute kidney injury. Hepatology. 2014;60:622–632.
    1. Hsu RK, McCulloch CE, Ku E, et al. Regional variation in the incidence of dialysis-requiring AKI in the United States. Clin J Am Soc Nephrol. 2013;8:1476–1481.
    1. Siew ED, Ikizler TA, Matheny ME, et al. Estimating baseline kidney function in hospitalized patients with impaired kidney function. Clin J Am Soc Nephrol. 2012;7:712–719.
    1. Siew ED, Peterson JF, Eden SK, et al. Use of multiple imputation method to improve estimation of missing baseline serum creatinine in acute kidney injury research. Clin J Am Soc Nephrol. 2013;8:10–18.
    1. Thakar CV, Christianson A, Freyberg R, et al. Incidence and outcomes of acute kidney injury in intensive care units: a Veterans Administration study. Crit Care Med. 2009;37:2552–2558.
    1. Joannidis M, Metnitz B, Bauer P, et al. Acute kidney injury in critically ill patients classified by AKIN versus RIFLE using the SAPS 3 database. Intensive Care Med. 2009;35:1692–1702.
    1. Alpert JS, Thygesen K. A call for universal definitions in cardiovascular disease. Circulation. 2006;114:757–758.
    1. Thygesen K, Alpert JS, Jaffe AS, et al. Third universal definition of myocardial infarction. J Am Coll Cardiol. 2012;60:1581–1598.
    1. Chertow GM, Levy EM, Hammermeister KE, et al. Independent association between acute renal failure and mortality following cardiac surgery. Am J Med. 1998;104:343–348.
    1. Mangano CM, Diamondstone LS, Ramsay JG, et al. Renal dysfunction after myocardial revascularization: risk factors, adverse outcomes, and hospital resource utilization. The Multicenter Study of Perioperative Ischemia Research Group. Ann Intern Med. 1998;128:194–203.
    1. Hobson CE, Yavas S, Segal MS, et al. Acute kidney injury is associated with increased long-term mortality after cardiothoracic surgery. Circulation. 2009;119:2444–2453.
    1. Dasta JF, Kane-Gill SL, Durtschi AJ, et al. Costs and outcomes of acute kidney injury (AKI) following cardiac surgery. Nephrol Dial Transplant. 2008;23:1970–1974.
    1. Kuitunen A, Vento A, Suojaranta-Ylinen R, et al. Acute renal failure after cardiac surgery: evaluation of the RIFLE classification. Ann Thorac Surg. 2006;81:542–546.
    1. Liangos O, Wald R, O'Bell JW, et al. Epidemiology and outcomes of acute renal failure in hospitalized patients: a national survey. Clin J Am Soc Nephrol. 2006;1:43–51.
    1. Uchino S, Bellomo R, Goldsmith D, et al. An assessment of the RIFLE criteria for acute renal failure in hospitalized patients. Crit Care Med. 2006;34:1913–1917.
    1. Ali T, Khan I, Simpson W, et al. Incidence and outcomes in acute kidney injury: a comprehensive population-based study. J Am Soc Nephrol. 2007;18:1292–1298.
    1. Porter CJ, Juurlink I, Bisset LH, et al. A real-time electronic alert to improve detection of acute kidney injury in a large teaching hospital Nephrol Dial Transplant(advance online publication 16 April 2014; e-pub ahead of print).
    1. Brivet FG, Kleinknecht DJ, Loirat P, et al. Acute renal failure in intensive care units–causes, outcome, and prognostic factors of hospital mortality; a prospective, multicenter study. French Study Group on Acute Renal Failure. Crit Care Med. 1996;24:192–198.
    1. Hoste EA, Clermont G, Kersten A, et al. RIFLE criteria for acute kidney injury are associated with hospital mortality in critically ill patients: a cohort analysis. Crit Care. 2006;10:R73.
    1. Ostermann M, Chang RW. Acute kidney injury in the intensive care unit according to RIFLE. Crit Care Med. 2007;35:1837–1843.
    1. Bagshaw SM, George C, Dinu I, et al. A multi-centre evaluation of the RIFLE criteria for early acute kidney injury in critically ill patients. Nephrol Dial Transplant. 2008;23:1203–1210.
    1. Bagshaw SM, George C, Bellomo R. A comparison of the RIFLE and AKIN criteria for acute kidney injury in critically ill patients. Nephrol Dial Transplant. 2008;23:1569–1574.
    1. Bagshaw SM, George C, Bellomo R, et al. Early acute kidney injury and sepsis: a multicentre evaluation. Crit Care. 2008;12:R47.
    1. Cruz DN, Bolgan I, Perazella MA, et al. North East Italian Prospective Hospital Renal Outcome Survey on Acute Kidney Injury (NEiPHROS-AKI): targeting the problem with the RIFLE Criteria. Clin J Am Soc Nephrol. 2007;2:418–425.
    1. Nisula S, Kaukonen KM, Vaara ST, et al. Incidence, risk factors and 90-day mortality of patients with acute kidney injury in Finnish intensive care units: the FINNAKI study. Intensive Care Med. 2013;39:420–428.
    1. Feest TG, Round A, Hamad S. Incidence of severe acute renal failure in adults: results of a community based study. BMJ. 1993;306:481–483.
    1. Khan IH, Catto GR, Edward N, et al. Acute renal failure: factors influencing nephrology referral and outcome. QJM. 1997;90:781–785.
    1. Liano F, Pascual J. Epidemiology of acute renal failure: a prospective, multicenter, community-based study. Madrid Acute Renal Failure Study Group. Kidney Int. 1996;50:811–818.
    1. Korkeila M, Ruokonen E, Takala J. Costs of care, long-term prognosis and quality of life in patients requiring renal replacement therapy during intensive care. Intensive Care Med. 2000;26:1824–1831.
    1. Stevens PE, Tamimi NA, Al-Hasani MK, et al. Non-specialist management of acute renal failure. QJM. 2001;94:533–540.
    1. Cole L, Bellomo R, Silvester W, et al. A prospective, multicenter study of the epidemiology, management, and outcome of severe acute renal failure in a ‘closed' ICU system. Am J Respir Crit Care Med. 2000;162:191–196.
    1. Robertson S, Newbigging K, Isles CG, et al. High incidence of renal failure requiring short-term dialysis: a prospective observational study. QJM. 2002;95:585–590.
    1. Prescott GJ, Metcalfe W, Baharani J, et al. A prospective national study of acute renal failure treated with RRT: incidence, aetiology and outcomes. Nephrol Dial Transplant. 2007;22:2513–2519.
    1. Parsons DF, Darden EB., Jr Optimal conditions for methacrylate embedding of certain tissues and cells sensitive to polymerization damage. Exp Cell Res. 1961;24:466–483.
    1. Fischer RP, Griffen WO, Jr, Reiser M, et al. Early dialysis in the treatment of acute renal failure. Surg Gynecol Obstet. 1966;123:1019–1023.
    1. Kleinknecht D, Jungers P, Chanard J, et al. Uremic and non-uremic complications in acute renal failure: evaluation of early and frequent dialysis on prognosis. Kidney Int. 1972;1:190–196.
    1. Gettings LG, Reynolds HN, Scalea T. Outcome in post-traumatic acute renal failure when continuous renal replacement therapy is applied early vs. late. Intensive Care Med. 1999;25:805–813.
    1. Mehta RL, McDonald B, Gabbai FB, et al. A randomized clinical trial of continuous versus intermittent dialysis for acute renal failure. Kidney Int. 2001;60:1154–1163.
    1. Schiffl H, Lang SM, Fischer R. Daily hemodialysis and the outcome of acute renal failure. N Engl J Med. 2002;346:305–310.
    1. Ronco C, Bellomo R, Homel P, et al. Effects of different doses in continuous veno-venous haemofiltration on outcomes of acute renal failure: a prospective randomised trial. Lancet. 2000;356:26–30.
    1. Bouman CS, Oudemans-Van Straaten HM, Tijssen JG, et al. Effects of early high-volume continuous venovenous hemofiltration on survival and recovery of renal function in intensive care patients with acute renal failure: a prospective, randomized trial. Critical Care Med. 2002;30:2205–2211.
    1. Cho KC, Himmelfarb J, Paganini E, et al. Survival by dialysis modality in critically ill patients with acute kidney injury. J Am Soc Nephrol. 2006;17:3132–3138.
    1. Vinsonneau C, Camus C, Combes A, et al. Continuous venovenous haemodiafiltration versus intermittent haemodialysis for acute renal failure in patients with multiple-organ dysfunction syndrome: a multicentre randomised trial. Lancet. 2006;368:379–385.
    1. Uchino S, Bellomo R, Morimatsu H, et al. Continuous renal replacement therapy: a worldwide practice survey: The Beginning and Ending Supportive Therapy for the Kidney (B.E.S.T. Kidney) Investigators. Intensive Care Med. 2007;33:1563–1570.
    1. Carl DE, Grossman C, Behnke M, et al. Effect of timing of dialysis on mortality in critically ill, septic patients with acute renal failure. Hemodial Int. 2010;14:11–17.
    1. Prescott GJ, Metcalfe W, Baharani J, et al. A prospective national study of acute renal failure treated with RRT: incidence, aetiology and outcomes. Nephrol Dial Transplant. 2007;22:2513–2519.
    1. Palevsky PM, Zhang JH, O'Connor TZ, et al. Intensity of renal support in critically ill patients with acute kidney injury. N Engl J Med. 2008;359:7–20.
    1. Bellomo R, Cass A, Cole L, et al. Intensity of continuous renal-replacement therapy in critically ill patients. N Engl J Med. 2009;361:1627–1638.
    1. Leonard CE, Freeman CP, Newcomb CW, et al. Proton pump inhibitors and traditional nonsteroidal anti-inflammatory drugs and the risk of acute interstitial nephritis and acute kidney injury. Pharmacoepidemiol Drug Saf. 2012;21:1155–1172.
    1. Dormuth CR, Hemmelgarn BR, Paterson JM, et al. Use of high potency statins and rates of admission for acute kidney injury: multicenter, retrospective observational analysis of administrative databases. BMJ. 2013;346:f880.
    1. Bird ST, Etminan M, Brophy JM, et al. Risk of acute kidney injury associated with the use of fluoroquinolones. CMAJ. 2013;185:E475–E482.
    1. Hurst FP, Bohen EM, Osgard EM, et al. Association of oral sodium phosphate purgative use with acute kidney injury. J Am Soc Nephrol. 2007;18:3192–3198.
    1. Zhao YY, Weir MA, Manno M, et al. New fibrate use and acute renal outcomes in elderly adults: a population-based study. Ann Intern Med. 2012;156:560–569.
    1. Schneider V, Levesque LE, Zhang B, et al. Association of selective and conventional nonsteroidal antiinflammatory drugs with acute renal failure: a population-based, nested case-control analysis. Am J Epidemiol. 2006;164:881–889.
    1. Wikman P, Safont P, Del Palacio M, et al. The significance of antiretroviral-associated acute kidney injury in a cohort of ambulatory human immunodeficiency virus-infected patients. Nephrol Dial Transplant. 2013;28:2073–2081.
    1. Gandhi S, Fleet JL, Bailey DG, et al. Calcium-channel blocker-clarithromycin drug interactions and acute kidney injury. JAMA. 2013;310:2544–2553.

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