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Editorial |

Chronic on Acute Renal Failure: Title and subTitle BreakLong-term Implications of Severe Acute Kidney Injury

Sushrut S. Waikar, MD, MPH; Wolfgang C. Winkelmayer, MD, MPH, ScD
[+] Author Affiliations

Author Affiliations: Renal Division, Brigham and Women's Hospital, Department of Medicine, Harvard Medical School, Boston, Massachusetts (Dr Waikar); and Division of Nephrology, Stanford University School of Medicine, Palo Alto, California (Dr Winkelmayer).


JAMA. 2009;302(11):1227-1229. doi:10.1001/jama.2009.1364
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Every year more than 1 million hospitalizations in the United States are complicated by acute kidney injury, accounting for an estimated $10 billion in excess costs to the health care system.1 - 4 Acute kidney injury has been shown to be a potent predictor of excess length of stay, morbidity, and mortality in a number of clinical settings. The incidence of acute kidney injury has increased more than 4-fold since 1988 and is estimated to have a yearly population incidence of more than 500 per 100 000 population2 - 3 —higher than the yearly incidence of stroke.5 - 6 Survival from an episode of acute kidney injury may be increasing by virtue of advances in critical care medicine and dialysis technologies. In short, more hospitalized patients are being discharged alive after an episode of acute kidney injury.

The report by Wald and colleagues7 in this issue of JAMA provides valuable insights into the complex complications faced by survivors of an episode of severe acute kidney injury. Using linked administrative health databases covering the entire province of Ontario, Canada, the authors addressed the long-term risks of death and dialysis dependence among individuals who developed acute kidney injury requiring acute temporary dialysis during hospitalization. During a 10-year period between 1996 and 2006, they identified 18 551 individuals with acute kidney injury requiring dialysis, which corresponds to an approximate yearly incidence of 19 per 100 000 population—lower than the estimate of 24.4 per 100 000 population reported in Northern California between 1996 and 2003.2 After excluding 3321 individuals who had previous acute kidney injury, dialysis, or kidney transplantation in the preceding 5 years, and 202 who had extreme lengths of hospital stay, the authors identified 15 028 patients with a first hospitalization for acute kidney injury requiring dialysis. More than 40% of these individuals died during hospitalization, in keeping with previous reports of the grave implications of severe acute kidney injury. Nearly half of these patients recovered kidney function for at least 30 days following hospitalization, attesting to the remarkable ability of the kidneys to repair and regenerate even after severe, dialysis-requiring injury. Another 23% of patients required further dialysis within 30 days of discharge, but it is not reported how many of those required chronic dialysis.

The final study cohort included 4066 survivors, 3769 (92.7%) of whom were matched to control patients and observed for a median of 3 years after discharge. Even among this selected cohort of survivors, mortality rates exceeded 10% per year. One of every 12 survivors of acute kidney injury requiring acute dialysis required subsequent initiation of chronic dialysis despite being dialysis-free at 30 days after discharge.7

These findings are noteworthy even without considering the next step in the analysis, which was to compare this incidence rate against that of matched individuals without acute kidney injury. From the perspective of a clinician caring for an individual with severe acute kidney injury, the findings by Wald et al7 provide an important quantitative estimate that can be shared with affected patients and their families: even in the best of circumstances—meaning survival during hospitalization and recovery of kidney function sufficient to stop dialysis for a month—there is almost a 10% chance of requiring chronic dialysis in the next few years.

The chronic dialysis incidence rate reported by Wald et al7 is 72 times higher than that reported for the general population in the United States in 2006 (366/1 million person-years).8 This finding has important implications for the postdischarge care of patients successfully treated with acute temporary dialysis: follow-up care with a nephrologist for secondary prevention is absolutely necessary. These findings also highlight the magnitude of the problem of acute kidney injury as a cause of end-stage renal disease (ESRD): extrapolating from the data of Wald et al,7 a rough estimate of the yearly incidence of ESRD due to acute kidney injury is 0.3 per 100 000 population, which is approximately one-third of the incidence of ESRD secondary to cystic kidney disease. The true magnitude is even higher because this estimate does not consider the 3481 individuals excluded from the final cohort because of the need for dialysis during the 30 days following hospitalization. If only 30% of those individuals developed ESRD by the definition used by Wald et al,7 then the yearly incidence would be 1.0 per 100 000, accounting for approximately 3% of the overall yearly incidence of ESRD in the United States.

Acute kidney injury is therefore a non-negligible cause of ESRD—the reason why is a more difficult question to answer. Does acute kidney injury lead to an acceleration of the normal age-related decline in glomerular filtration rate or is acute kidney injury a marker for other factors that are causally related to the development of kidney failure? Several lines of basic science evidence provide pathophysiological rationale for a causal relationship between acute kidney injury and eventual kidney failure.9 - 11 The epidemiological evidence provided by Wald et al7 is less convincing on this count and could, in fact, underestimate the actual association between acute kidney injury and progressive chronic kidney disease.

To identify a well-matched cohort against which to compare postdischarge outcomes, Wald et al7 relied solely on administrative data, as laboratory data were not included in the Ontario database. Patients with acute kidney injury were matched to hospitalized controls who did not sustain acute kidney injury or require dialysis. Matching was performed according to age, history of chronic kidney disease (as identified by administrative codes), need for mechanical ventilation during hospitalization, and propensity score for developing acute kidney injury requiring dialysis. The latter score was in turn derived by a number of demographic and comorbidity variables as well as an array of procedure and diagnostic codes spanning the 5 years before hospital discharge. Comparing outcomes in the acute kidney injury and nonacute kidney injury groups, the investigators found that the risk of needing chronic dialysis was increased more than 3-fold in the acute kidney injury group, whereas the risk of death appeared slightly lower (although not reaching statistical significance) in the acute kidney injury group.

The major shortcoming of using administrative data as the primary basis for matching is misclassification of exposure status, specifically in this study for the presence or absence of chronic kidney disease. Chronic kidney disease is poorly identified by administrative data, with reported sensitivities of less than 25%.12 While the 2 groups had comparable proportions of chronic kidney disease (approximately one-fourth of each group), it is not possible to determine if actual renal function was comparable. Differential misclassification by administrative data to identify clinical diagnoses has been reported previously; for example, billing codes for acute renal failure were found to be more sensitive (ie, more likely to be recorded) in acute renal failure patients who died during hospitalization than in those who survived.13 Furthermore, chronic kidney disease is a heterogeneous condition with a spectrum of severity that may not be accurately captured by administrative codes. The 2 main variables used to define chronic kidney disease, estimated glomerular filtration rate and proteinuria, are missing from the Ontario databases. Both variables are strong predictors of the development of severe acute kidney injury requiring dialysis, even stronger than diagnosed hypertension and diabetes mellitus.

Hsu et al14 have found that the presence of proteinuria confers a nearly 3-fold increased risk of acute kidney injury requiring dialysis, while chronic kidney disease stage 4 (estimated glomerular filtration rate, 15-29 mL / min/1.73 m2) confers a 20-fold increased risk. Baseline estimated glomerular filtration rate and proteinuria are also, in turn, strong predictors of the need for chronic dialysis. Hallan et al15 reported a nearly 66-fold increased risk of end-stage renal disease in patients with chronic kidney disease stage 4, and a 13-fold increased risk with micro-albuminuria. To be confident in relative risk estimates between matched groups requires confidence in the matching algorithm, which in this study omitted the most relevant laboratory variables. Residual confounding from baseline renal function, which is highly associated with outcome (chronic dialysis) and exposure (acute kidney injury requiring dialysis), is also likely in the study by Wald et al.7

The findings of an increased risk of chronic dialysis following an episode of severe acute kidney injury are biologically plausible, and confirmation in other epidemiologic studies has begun. Lo et al16 showed that acute kidney injury occurring in patients with normal or near-normal baseline renal function (as assessed by serum creatinine) led to a 28-fold increase in the risk of ESRD (using the Kaiser Permanente Database of Northern California, which includes laboratory data and administrative codes). Ishani et al17 have also shown, using administrative data, that acute kidney injury markedly increases the risk of ESRD in elderly individuals.10 Both of these studies16 - 17 reported an increased risk of long-term mortality after an episode of acute kidney injury, which Wald et al7 did not observe.

How can the contradictory findings of a higher risk of dialysis, but a slightly lower risk of death be reconciled, particularly since chronic dialysis is associated with a markedly increased risk of death? One possibility is that the matching algorithm and reliance solely on administrative data led to an excess of actual comorbidities or severity of illness in the nonacute kidney injury group. The higher risk of death in the nonacute kidney injury group could be due, in part, to worse baseline renal function (eg, lower estimated glomerular filtration rate and more proteinuria), which is a strong predictor of long-term mortality.18 If this was indeed the case, then the estimates provided by Wald et al7 in their careful analysis are quite possibly an underestimate of the actual magnitude of the risk of chronic dialysis and death conferred by an episode of severe acute kidney injury.

Based on the available evidence from administrative and laboratory-based databases, severe acute kidney injury seems to increase the risk of progressive chronic kidney disease and may increase the risk of death. Given the extraordinarily high rates of morbidity and mortality observed in chronic kidney disease patients and acute kidney injury patients, the complex interconnection between them, and increasing incidence of both, kidney disease prevention and treatment should be a major public health priority.

AUTHOR INFORMATION

Corresponding Author: Wolfgang C. Winkelmayer, MD, MPH, ScD, Division of Nephrology, Stanford University School of Medicine, 780 Welsh Rd, Rm 106, Palo Alto, CA 94304 (winkelmayer@stanford.edu).

Financial Disclosures: In the past 3 years, Dr Waikar reports having received grant support from the National Institutes of Health, Amgen, Astellas Pharma US, Dialysis Clinic Inc, NxStage Medical, and Satellite Healthcare. Dr Winkelmayer reports having received grant support from the National Institutes of Health, the American Heart Association, Satellite Healthcare, and Amgen; and serving on advisory boards of AMAG Pharmaceuticals, Amgen, Genzyme, Fresenius Medical Care, and Roche.

Editorials represent the opinions of the authors and JAMA and not those of the American Medical Association.

Chertow GM, Burdick E, Honour M, Bonventre JV, Bates DW. Acute kidney injury, mortality, length of stay, and costs in hospitalized patients.  J Am Soc Nephrol. 2005;16(11):3365-3370
PubMedCrossRef
Hsu CY, McCulloch CE, Fan D, Ordonez JD, Chertow GM, Go AS. Community-based incidence of acute renal failure.  Kidney Int. 2007;72(2):208-212
PubMedCrossRef
Waikar SS, Curhan GC, Wald R, McCarthy EP, Chertow GM. Declining mortality in patients with acute renal failure, 1988 to 2002.  J Am Soc Nephrol. 2006;17(4):1143-1150
PubMedCrossRef
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(4):1135-1142
PubMedCrossRef
Feigin VL, Lawes CM, Bennett DA, Anderson CS. Stroke epidemiology: a review of population-based studies of incidence, prevalence, and case-fatality in the late 20th century.  Lancet Neurol. 2003;2(1):43-53
PubMedCrossRef
Tu JV, Nardi L, Fang J, Liu J, Khalid L, Johansen H.Canadian Cardiovascular Outcomes Research Team.  National trends in rates of death and hospital admissions related to acute myocardial infarction, heart failure and stroke, 1994-2004.  CMAJ. 2009;180(13):E118-E125
PubMedCrossRef
Wald R, Quinn RR, Luo J,  et al.  Chronic dialysis and death among survivors of acute kidney injury requiring dialysis.  JAMA. 2009;302(11):1179-1185
CrossRef
US Renal Data System.  USRDS 2008 Annual Data Report: Atlas of Chronic Kidney Disease and End-Stage Renal Disease in the United States. Bethesda, MD: National Institutes of Health, National Institute of Diabetes and Digestive and Kidney Diseases; 2008
Basile DP, Donohoe D, Roethe K, Osborn JL. Renal ischemic injury results in permanent damage to peritubular capillaries and influences long-term function.  Am J Physiol Renal Physiol. 2001;281(5):F887-F899
PubMed
Basile DP, Fredrich K, Alausa M,  et al.  Identification of persistently altered gene expression in the kidney after functional recovery from ischemic acute renal failure.  Am J Physiol Renal Physiol. 2005;288(5):F953-F963
PubMedCrossRef
Burne-Taney MJ, Yokota N, Rabb H. Persistent renal and extrarenal immune changes after severe ischemic injury.  Kidney Int. 2005;67(3):1002-1009
PubMedCrossRef
Winkelmayer WC, Schneeweiss S, Mogun H, Patrick AR, Avorn J, Solomon DH. Identification of individuals with CKD from Medicare claims data: a validation study.  Am J Kidney Dis. 2005;46(2):225-232
PubMedCrossRef
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(6):1688-1694
PubMedCrossRef
Hsu CY, Ordonez JD, Chertow GM, Fan D, McCulloch CE, Go AS. The risk of acute renal failure in patients with chronic kidney disease.  Kidney Int. 2008;74(1):101-107
PubMedCrossRef
Hallan SI, Ritz E, Lydersen S, Romundstad S, Kvenild K, Orth SR. Combining GFR and albuminuria to classify CKD improves prediction of ESRD.  J Am Soc Nephrol. 2009;20(5):1069-1077
PubMedCrossRef
Lo LJ, Go AS, Chertow GM,  et al.  Dialysis-requiring acute renal failure increases the risk of progressive chronic kidney disease [published online ahead of print July 29, 2009].  Kidney Int
PubMedCrossRef
Ishani A, Xue JL, Himmelfarb J,  et al.  Acute kidney injury increases risk of ESRD among elderly.  J Am Soc Nephrol. 2009;20(1):223-228
PubMedCrossRef
Astor BC, Hallan SI, Miller ER III, Yeung E, Coresh J. Glomerular filtration rate, albuminuria, and risk of cardiovascular and all-cause mortality in the US population.  Am J Epidemiol. 2008;167(10):1226-1234
PubMedCrossRef

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Chertow GM, Burdick E, Honour M, Bonventre JV, Bates DW. Acute kidney injury, mortality, length of stay, and costs in hospitalized patients.  J Am Soc Nephrol. 2005;16(11):3365-3370
PubMedCrossRef
Hsu CY, McCulloch CE, Fan D, Ordonez JD, Chertow GM, Go AS. Community-based incidence of acute renal failure.  Kidney Int. 2007;72(2):208-212
PubMedCrossRef
Waikar SS, Curhan GC, Wald R, McCarthy EP, Chertow GM. Declining mortality in patients with acute renal failure, 1988 to 2002.  J Am Soc Nephrol. 2006;17(4):1143-1150
PubMedCrossRef
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(4):1135-1142
PubMedCrossRef
Feigin VL, Lawes CM, Bennett DA, Anderson CS. Stroke epidemiology: a review of population-based studies of incidence, prevalence, and case-fatality in the late 20th century.  Lancet Neurol. 2003;2(1):43-53
PubMedCrossRef
Tu JV, Nardi L, Fang J, Liu J, Khalid L, Johansen H.Canadian Cardiovascular Outcomes Research Team.  National trends in rates of death and hospital admissions related to acute myocardial infarction, heart failure and stroke, 1994-2004.  CMAJ. 2009;180(13):E118-E125
PubMedCrossRef
Wald R, Quinn RR, Luo J,  et al.  Chronic dialysis and death among survivors of acute kidney injury requiring dialysis.  JAMA. 2009;302(11):1179-1185
CrossRef
US Renal Data System.  USRDS 2008 Annual Data Report: Atlas of Chronic Kidney Disease and End-Stage Renal Disease in the United States. Bethesda, MD: National Institutes of Health, National Institute of Diabetes and Digestive and Kidney Diseases; 2008
Basile DP, Donohoe D, Roethe K, Osborn JL. Renal ischemic injury results in permanent damage to peritubular capillaries and influences long-term function.  Am J Physiol Renal Physiol. 2001;281(5):F887-F899
PubMed
Basile DP, Fredrich K, Alausa M,  et al.  Identification of persistently altered gene expression in the kidney after functional recovery from ischemic acute renal failure.  Am J Physiol Renal Physiol. 2005;288(5):F953-F963
PubMedCrossRef
Burne-Taney MJ, Yokota N, Rabb H. Persistent renal and extrarenal immune changes after severe ischemic injury.  Kidney Int. 2005;67(3):1002-1009
PubMedCrossRef
Winkelmayer WC, Schneeweiss S, Mogun H, Patrick AR, Avorn J, Solomon DH. Identification of individuals with CKD from Medicare claims data: a validation study.  Am J Kidney Dis. 2005;46(2):225-232
PubMedCrossRef
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(6):1688-1694
PubMedCrossRef
Hsu CY, Ordonez JD, Chertow GM, Fan D, McCulloch CE, Go AS. The risk of acute renal failure in patients with chronic kidney disease.  Kidney Int. 2008;74(1):101-107
PubMedCrossRef
Hallan SI, Ritz E, Lydersen S, Romundstad S, Kvenild K, Orth SR. Combining GFR and albuminuria to classify CKD improves prediction of ESRD.  J Am Soc Nephrol. 2009;20(5):1069-1077
PubMedCrossRef
Lo LJ, Go AS, Chertow GM,  et al.  Dialysis-requiring acute renal failure increases the risk of progressive chronic kidney disease [published online ahead of print July 29, 2009].  Kidney Int
PubMedCrossRef
Ishani A, Xue JL, Himmelfarb J,  et al.  Acute kidney injury increases risk of ESRD among elderly.  J Am Soc Nephrol. 2009;20(1):223-228
PubMedCrossRef
Astor BC, Hallan SI, Miller ER III, Yeung E, Coresh J. Glomerular filtration rate, albuminuria, and risk of cardiovascular and all-cause mortality in the US population.  Am J Epidemiol. 2008;167(10):1226-1234
PubMedCrossRef
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