title: Preoperative prediction of acute kidney injury--from clinical scores to biomarkers.
abstract: Early acute kidney injury (AKI) diagnosis in critically ill children has been an important recent research focus because of the known association of AKI with poor outcomes and the requirement of early intervention to mitigate negative effects of AKI. In children having surgery, the preoperative period offers a unique opportunity to predict postoperative acute kidney injury (AKI), well before AKI occurs. Pediatric AKI epidemiologic studies have begun to identify which preoperative factors may predict development of postoperative cardiac surgery. Using these clinical risk factors, it may be possible to derive preoperative clinical risk scores and improve upon our ability to risk-stratify children into AKI treatment trials, pre-emptively provide conservative renal injury prevention strategies, and ultimately improve patient outcomes. Developing risk scores requires rigorous methodology and validation before widespread use. There is little information currently on the use of preoperative biological or physiological biomarkers to predict postoperative AKI, representing an important area of future research. This review will provide an overview of methodology of preoperative risk score development, discuss pediatric-specific issues around deriving such risk scores, including the combination of preoperative clinical and biologic biomarkers for AKI prediction, and suggest future research avenues.
authors.affiliation: Montreal Children's Hospital, Department of Pediatrics, Division of Nephrology, McGill University Health Centre, Montreal, Quebec, Canada. mzaprdr@yahoo.ca
authors.forename: Michael
authors.initials: M
authors.lastname: Zappitelli
mesh_terms: D058186:Acute Kidney Injury / Q000175:diagnosis / Q000453:epidemiology* / Q000517:prevention & control; D000328:Adult; D000367:Age Factors; D015415:Biomarkers / Q000032:analysis*; D002648:Child; D003661:Decision Support Techniques; D006801:Humans; D015999:Multivariate Analysis; D011183:Postoperative Complications / Q000175:diagnosis / Q000453:epidemiology* / Q000517:prevention & control; D011237:Predictive Value of Tests; D011379:Prognosis; D018570:Risk Assessment; D012307:Risk Factors
chemical_list: D015415:Biomarkers