Linking injury to outcome in acute kidney injury: a matter of sensitivity.

Current consensus definitions of Acute Kidney Injury (AKI) utilise thresholds of change in serum or plasma creatinine and urine output. Biomarkers of renal injury have been validated against these definitions. These biomarkers have also been shown to be independently associated with mortality and ne...

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Main Authors: John W Pickering, Zoltan H Endre
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2013-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC3633852?pdf=render
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spelling doaj-4a7df5ec0aa54f5880e11e69f772d9c02020-11-25T02:33:20ZengPublic Library of Science (PLoS)PLoS ONE1932-62032013-01-0184e6269110.1371/journal.pone.0062691Linking injury to outcome in acute kidney injury: a matter of sensitivity.John W PickeringZoltan H EndreCurrent consensus definitions of Acute Kidney Injury (AKI) utilise thresholds of change in serum or plasma creatinine and urine output. Biomarkers of renal injury have been validated against these definitions. These biomarkers have also been shown to be independently associated with mortality and need for dialysis. For AKI definitions to include these structural biomarkers, there is a need for an independent outcome against which to judge both markers of functional change and structural markers of injury. We illustrate how sensitivity to need for dialysis and death can be used to link functional and structural (biomarker) based definitions of AKI. We demonstrated the methodology in a representative cohort of critically ill patients, in which an increase of plasma creatinine of >26.4 µmol/L in 48 hours or >50% in 7 days (Functional-AKI) had a sensitivity of 62% for death or dialysis within 30 days. In a development sub-cohort the urinary neutrophil-gelatinase-associated-lipocalin threshold with a 62% sensitivity for death or dialysis was 140 ng/ml (Structural-AKI). Using these thresholds in a validation sub-cohort, the risk of death or dialysis relative to those with no AKI by either definition was, for combined Structural-AKI and Functional-AKI 3.11 (95% Confidence interval: 2.53 to 3.55), for those with Structural-AKI but not Functional-AKI 1.51 (1.26 to 1.62), and for those with Functional-AKI but not Structural-AKI 1.34 (1.16 to 1.42). Linking functional and structural biomarkers via sensitivity for death and dialysis is a viable method by which to define thresholds for novel biomarkers of AKI.http://europepmc.org/articles/PMC3633852?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author John W Pickering
Zoltan H Endre
spellingShingle John W Pickering
Zoltan H Endre
Linking injury to outcome in acute kidney injury: a matter of sensitivity.
PLoS ONE
author_facet John W Pickering
Zoltan H Endre
author_sort John W Pickering
title Linking injury to outcome in acute kidney injury: a matter of sensitivity.
title_short Linking injury to outcome in acute kidney injury: a matter of sensitivity.
title_full Linking injury to outcome in acute kidney injury: a matter of sensitivity.
title_fullStr Linking injury to outcome in acute kidney injury: a matter of sensitivity.
title_full_unstemmed Linking injury to outcome in acute kidney injury: a matter of sensitivity.
title_sort linking injury to outcome in acute kidney injury: a matter of sensitivity.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2013-01-01
description Current consensus definitions of Acute Kidney Injury (AKI) utilise thresholds of change in serum or plasma creatinine and urine output. Biomarkers of renal injury have been validated against these definitions. These biomarkers have also been shown to be independently associated with mortality and need for dialysis. For AKI definitions to include these structural biomarkers, there is a need for an independent outcome against which to judge both markers of functional change and structural markers of injury. We illustrate how sensitivity to need for dialysis and death can be used to link functional and structural (biomarker) based definitions of AKI. We demonstrated the methodology in a representative cohort of critically ill patients, in which an increase of plasma creatinine of >26.4 µmol/L in 48 hours or >50% in 7 days (Functional-AKI) had a sensitivity of 62% for death or dialysis within 30 days. In a development sub-cohort the urinary neutrophil-gelatinase-associated-lipocalin threshold with a 62% sensitivity for death or dialysis was 140 ng/ml (Structural-AKI). Using these thresholds in a validation sub-cohort, the risk of death or dialysis relative to those with no AKI by either definition was, for combined Structural-AKI and Functional-AKI 3.11 (95% Confidence interval: 2.53 to 3.55), for those with Structural-AKI but not Functional-AKI 1.51 (1.26 to 1.62), and for those with Functional-AKI but not Structural-AKI 1.34 (1.16 to 1.42). Linking functional and structural biomarkers via sensitivity for death and dialysis is a viable method by which to define thresholds for novel biomarkers of AKI.
url http://europepmc.org/articles/PMC3633852?pdf=render
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