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Acute kidney injury and adverse outcomes of critical illness: correlation or causation?

Critically ill patients who develop acute kidney injury (AKI) are more than twice as likely to die in hospital. However, it is not clear to what extent AKI is the cause of excess mortality, or merely a correlate of illness severity. The Bradford Hill criteria for causality (plausibility, temporality...

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Autores principales: Girling, Benedict J, Channon, Samuel W, Haines, Ryan W, Prowle, John R
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7147312/
https://www.ncbi.nlm.nih.gov/pubmed/32296515
http://dx.doi.org/10.1093/ckj/sfz158
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author Girling, Benedict J
Channon, Samuel W
Haines, Ryan W
Prowle, John R
author_facet Girling, Benedict J
Channon, Samuel W
Haines, Ryan W
Prowle, John R
author_sort Girling, Benedict J
collection PubMed
description Critically ill patients who develop acute kidney injury (AKI) are more than twice as likely to die in hospital. However, it is not clear to what extent AKI is the cause of excess mortality, or merely a correlate of illness severity. The Bradford Hill criteria for causality (plausibility, temporality, magnitude, specificity, analogy, experiment & coherence, biological gradient and consistency) were applied to assess the extent to which AKI may be causative in adverse short-term outcomes of critical illness. Plausible mechanisms exist to explain increased risk of death after AKI, both from direct pathophysiological effects of renal dysfunction and mechanisms of organ cross-talk in multiple-organ failure. The temporal relationship between increased mortality following AKI is consistent with its pathophysiology. AKI is associated with substantially increased mortality, an association that persists after accounting for known confounders. A biological gradient exists between increasing severity of AKI and increasing short-term mortality. This graded association shares similar features to the increased mortality observed in ARDS; an analogous condition with a multifactorial aetiology. Evidence for the outcomes of AKI from retrospective cohort studies and experimental animal models is coherent however both of these forms of evidence have intrinsic biases and shortcomings. The relationship between AKI and risk of death is maintained across a range of patient ages, comorbidities and underlying diagnoses. In conclusion many features of the relationship between AKI and short-term mortality suggest causality. Prevention and mitigation of AKI and its complications are valid targets for studies seeking to improve short-term survival in critical care.
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spelling pubmed-71473122020-04-15 Acute kidney injury and adverse outcomes of critical illness: correlation or causation? Girling, Benedict J Channon, Samuel W Haines, Ryan W Prowle, John R Clin Kidney J CKJ Reviews Critically ill patients who develop acute kidney injury (AKI) are more than twice as likely to die in hospital. However, it is not clear to what extent AKI is the cause of excess mortality, or merely a correlate of illness severity. The Bradford Hill criteria for causality (plausibility, temporality, magnitude, specificity, analogy, experiment & coherence, biological gradient and consistency) were applied to assess the extent to which AKI may be causative in adverse short-term outcomes of critical illness. Plausible mechanisms exist to explain increased risk of death after AKI, both from direct pathophysiological effects of renal dysfunction and mechanisms of organ cross-talk in multiple-organ failure. The temporal relationship between increased mortality following AKI is consistent with its pathophysiology. AKI is associated with substantially increased mortality, an association that persists after accounting for known confounders. A biological gradient exists between increasing severity of AKI and increasing short-term mortality. This graded association shares similar features to the increased mortality observed in ARDS; an analogous condition with a multifactorial aetiology. Evidence for the outcomes of AKI from retrospective cohort studies and experimental animal models is coherent however both of these forms of evidence have intrinsic biases and shortcomings. The relationship between AKI and risk of death is maintained across a range of patient ages, comorbidities and underlying diagnoses. In conclusion many features of the relationship between AKI and short-term mortality suggest causality. Prevention and mitigation of AKI and its complications are valid targets for studies seeking to improve short-term survival in critical care. Oxford University Press 2019-11-18 /pmc/articles/PMC7147312/ /pubmed/32296515 http://dx.doi.org/10.1093/ckj/sfz158 Text en © The Author(s) 2019. Published by Oxford University Press on behalf of ERA-EDTA. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle CKJ Reviews
Girling, Benedict J
Channon, Samuel W
Haines, Ryan W
Prowle, John R
Acute kidney injury and adverse outcomes of critical illness: correlation or causation?
title Acute kidney injury and adverse outcomes of critical illness: correlation or causation?
title_full Acute kidney injury and adverse outcomes of critical illness: correlation or causation?
title_fullStr Acute kidney injury and adverse outcomes of critical illness: correlation or causation?
title_full_unstemmed Acute kidney injury and adverse outcomes of critical illness: correlation or causation?
title_short Acute kidney injury and adverse outcomes of critical illness: correlation or causation?
title_sort acute kidney injury and adverse outcomes of critical illness: correlation or causation?
topic CKJ Reviews
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7147312/
https://www.ncbi.nlm.nih.gov/pubmed/32296515
http://dx.doi.org/10.1093/ckj/sfz158
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