Latent AKI is… still AKI: the quantification of the burden of renal dysfunction
- PMID: 27561544
- PMCID: PMC5000489
- DOI: 10.1186/s13054-016-1428-9
Latent AKI is… still AKI: the quantification of the burden of renal dysfunction
Abstract
The association between pediatric cardiac surgery, acute kidney injury (AKI), and clinical outcomes has been studied several times in the recent literature. In this issue of Critical Care an interesting and original study analyzed the path from causal AKI entities to clinical AKI consequences through the application of structural equation modeling. The authors described the complex connections linking duration of cardiopulmonary bypass, cross clamp-time, and descriptors of low cardiac output syndrome to AKI modeled as a complex variable composed of post-operative serum creatinine increase of 50 % over baseline, urine output <0.5 ml/kg/h, and urine creatinine-normalized neutrophil gelatinase lipocalin within 12 h of surgery. Similarly, the causal relationships between AKI and hard outcomes in the analyzed population were verified and quantified. The authors, for the first time, produce a repeatable coefficient (0.741) that may become a useful quality benchmark and could be applied to test future interventions aiming to reduce the burden of AKI on children's clinical course.
Keywords: Acute kidney injury; Cardiopulmonary bypass; Congenital heart disease; Neutrophil gelatinase associated lipocalin.
Comment on
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Structural equation modelling exploration of the key pathophysiological processes involved in cardiac surgery-related acute kidney injury in infants.Crit Care. 2016 Jun 5;20(1):171. doi: 10.1186/s13054-016-1350-1. Crit Care. 2016. PMID: 27262736 Free PMC article.
References
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- Bojan M, Basto Duarte MC, Ermak N, Lopez-Lopez V, Mogenet A, Froissart M. Structural equation modelling exploration of the key pathophysiological processes involved in cardiac surgery-related acute kidney injury in infants. Crit Care. 2016;20:171. doi: 10.1186/s13054-016-1350-1. - DOI - PMC - PubMed
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- Lei P-W, Wu Q. Introduction to structural equation modeling: issues and practical considerations. Educ Meas Issues Pract ITEMS Modul. 2007;26:33–43. doi: 10.1111/j.1745-3992.2007.00099.x. - DOI
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