Empirical relationships among oliguria, creatinine, mortality, and renal replacement therapy in the critically ill
- 963 Downloads
The observation periods and thresholds of serum creatinine and urine output defined in the Acute Kidney Injury Network (AKIN) criteria were not empirically derived. By continuously varying creatinine/urine output thresholds as well as the observation period, we sought to investigate the empirical relationships among creatinine, oliguria, in-hospital mortality, and receipt of renal replacement therapy (RRT).
Using a high-resolution database (Multiparameter Intelligent Monitoring in Intensive Care II), we extracted data from 17,227 critically ill patients with an in-hospital mortality rate of 10.9 %. The 14,526 patients had urine output measurements. Various combinations of creatinine/urine output thresholds and observation periods were investigated by building multivariate logistic regression models for in-hospital mortality and RRT predictions. For creatinine, both absolute and percentage increases were analyzed. To visualize the dependence of adjusted mortality and RRT rate on creatinine, the urine output, and the observation period, we generated contour plots.
Mortality risk was high when absolute creatinine increase was high regardless of the observation period, when percentage creatinine increase was high and the observation period was long, and when oliguria was sustained for a long period of time. Similar contour patterns emerged for RRT. The variability in predictive accuracy was small across different combinations of thresholds and observation periods.
The contour plots presented in this article complement the AKIN definition. A multi-center study should confirm the universal validity of the results presented in this article.
KeywordsAKI Renal failure Creatinine Urine output Kidney injury AKIN criteria
This research was supported in part by Grant R01 EB001659 from the National Institute of Biomedical Imaging and Bioengineering (NIBIB) of the National Institutes of Health (NIH). Dr. Joon Lee also holds a Postdoctoral Fellowship from the Natural Sciences and Engineering Research Council of Canada (NSERC).
Conflicts of interest
None of the authors have any financial interests or potential conflicts to disclose.
- 8.Bellomo R, Ronco C, Kellum JA, Mehta RL, Palevsky P, Acute Dialysis Quality Initiative workgroup (2004) 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 8:R204–R212. doi: 10.1186/cc2872 PubMedCrossRefGoogle Scholar
- 12.Kidney Disease: Improving Global Outcomes (KDIGO) Acute Kidney Injury Work Group (Suppl. 2012) KDIGO Clinical Practice Guideline for Acute Kidney Injury. Kidney Int 2:1–138Google Scholar
- 19.Vincent JL, Moreno R, Takala J et al (1996) The SOFA (Sepsis-related Organ Failure Assessment) score to describe organ dysfunction/failure. On behalf of the Working Group on Sepsis-Related Problems of the European Society of Intensive Care Medicine. Intensive Care Med 22:707–710PubMedCrossRefGoogle Scholar