title: Combining creatinine and volume kinetics identifies missed cases of acute kidney injury following cardiac arrest.
abstract: BACKGROUND
  Fluid resuscitation in the critically ill often results in a positive fluid balance, potentially diluting the serum creatinine concentration and delaying diagnosis of acute kidney injury (AKI).
  
  
  METHODS
  Dilution during AKI was quantified by combining creatinine and volume kinetics to account for fluid type, and rates of fluid infusion and urine output. The model was refined using simulated patients receiving crystalloids or colloids under four glomerular filtration rate (GFR) change scenarios and then applied to a cohort of critically ill patients following cardiac arrest.
  
  
  RESULTS
  The creatinine concentration decreased during six hours of fluid infusion at 1 litre-per-hour in simulated patients, irrespective of fluid type or extent of change in GFR (from 0% to 67% reduction). This delayed diagnosis of AKI by 2 to 9 hours. Crystalloids reduced creatinine concentration by 11 to 19% whereas colloids reduced concentration by 36 to 43%. The greatest reduction was at the end of the infusion period. Fluid dilution alone could not explain the rapid reduction of plasma creatinine concentration observed in 39 of 49 patients after cardiac arrest. Additional loss of creatinine production could account for those changes. AKI was suggested in six patients demonstrating little change in creatinine, since a 52 ± 13% reduction in GFR was required after accounting for fluid dilution and reduced creatinine production. Increased injury biomarkers within a few hours of cardiac arrest, including urinary cystatin C and plasma and urinary Neutrophil-Gelatinase-Associated-Lipocalin (biomarker-positive, creatinine-negative patients) also indicated AKI in these patients.
  
  
  CONCLUSIONS
  Creatinine and volume kinetics combined to quantify GFR loss, even in the absence of an increase in creatinine. The model improved disease severity estimation, and demonstrated that diagnostic delays due to dilution are minimally affected by fluid type. Creatinine sampling should be delayed at least one hour following a large fluid bolus to avoid dilution. Unchanged plasma creatinine post cardiac arrest signifies renal injury and loss of function.
  
  
  BACKGROUND
  Australian and New Zealand Clinical Trials Registry ACTRN12610001012066.
authors: John W
authors: JW
authors: Pickering
authors: Azrina Md
authors: AM
authors: Ralib
authors: Zoltán H
authors: ZH
authors: Endre
mesh_terms: D058186:Acute Kidney Injury / Q000097:blood* / Q000175:diagnosis* / Q000453:epidemiology; D015415:Biomarkers / Q000097:blood; D001826:Body Fluids / Q000378:metabolism; D001834:Body Water / Q000378:metabolism*; D003404:Creatinine / Q000097:blood*; D006323:Heart Arrest / Q000097:blood* / Q000175:diagnosis* / Q000453:epidemiology; D006801:Humans; D007700:Kinetics; D008297:Male; D009520:New Zealand / Q000453:epidemiology; D010953:Plasma Volume / Q000502:physiology*
chemical_list: D015415:Biomarkers; D003404:Creatinine