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Published on: July 17, 2016
Pediatric acute kidney injury and adverse health outcomes: using a foundational framework to evaluate a causal link
Catherine Morgan1, Emma Forest2, Emma Ulrich3
1Department of Pediatrics, Division of Nephrology, University of Alberta, Edmonton, AB, Canada. cmorgan@ualberta.ca.
Insights
Acute kidney injury (AKI) in children is linked to poor short-term outcomes like mortality. Further research is needed to confirm long-term causal links and improve pediatric health.
Area of Science:
- Pediatric Nephrology
- Epidemiology
- Clinical Research
Background:
- Acute kidney injury (AKI) is a significant global health issue in children, associated with adverse health outcomes.
- Understanding the causal relationship between pediatric AKI and its consequences is crucial for advancing research and care.
Purpose of the Study:
- To evaluate the causal link between pediatric AKI and associated adverse health outcomes using the Bradford Hill criteria.
- To identify areas requiring further investigation for establishing long-term causal associations.
Main Methods:
- Systematic review and application of the Bradford Hill criteria to existing epidemiological data on pediatric AKI.
- Analysis of short-term and long-term outcomes associated with AKI in children.
Main Results:
- Evidence supports a causal relationship between pediatric AKI and short-term adverse outcomes, including mortality, extended hospital stays, and increased ventilation time.
- The causal nature of long-term outcomes requires further investigation through high-quality observational studies and integrated biological data.
Conclusions:
- A causal link between pediatric AKI and short-term outcomes is supported by current data.
- Further research is essential to clarify long-term causal associations and inform clinical practice and policy.
- Demonstrating reversibility of outcomes by preventing or mitigating AKI will strengthen the evidence for causality and improve child health.
Abstract:
Acute kidney injury (AKI) is a major global health problem, expensive to manage, and its associations with negative pediatric health outcomes have been clearly demonstrated. One of the most fundamental questions to consider as we use previous epidemiological information to advance research and care paradigms is the strength of the causal link between pediatric AKI and health outcomes. In this review, we apply the foundational framework of the Bradford Hill criteria to evaluate the extent to which a causal link exists between AKI and the associated adverse outcomes in children. Available data in children support a causal link between AKI and short-term outcomes including mortality, length of stay, and ventilation time. Clarifying the causal nature of longer term associations requires further high-quality observational studies in children, careful consideration of what defines the most meaningful and measurable longer term outcomes after pediatric AKI, and integration of evolving biological data related to mechanisms of disease. Preventing or mitigating AKI should lead to improved outcomes. Demonstrating such reversibility will solidify confidence in the causal relationship, improve child health, and highlight an aspect which is highly relevant to clinicians, scientists, and policy makers.
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