Accuracy of Neutrophil Gelatinase-Associated Lipocalin (NGAL) in Diagnosis and Prognosis in Acute Kidney Injury: A Systematic Review and Meta-analysis

  • Michael Haase
  • , Rinaldo Bellomo
  • , Prasad Devarajan
  • , Peter Schlattmann
  • , Anja Haase-Fielitz
  • , Sean M. Bagshaw
  • , Richard Bogle
  • , Cao Changchun
  • , Jean M. Constantin
  • , Dinna Cruz
  • , Duska Dragun
  • , Ulrich Frei
  • , Stuart L. Goldstein
  • , Jay Koyner
  • , Catherine D. Krawczeski
  • , Emerson Q. Lima
  • , Wang Ling
  • , Konstantinos Makris
  • , Jolanta Malyszko
  • , Patrick Murray
  • Thomas L. Nickolas, Valentina Puntmann, Claudio Ronco, Gebhard Wagener, Derek S. Wheeler, Chen Xin, Michael Zappitelli, Ni Zhaohui

Research output: Contribution to journalArticlepeer-review

1170 Scopus citations

Abstract

Background: Neutrophil gelatinase-associated lipocalin (NGAL) appears to be a promising biomarker for the early diagnosis of acute kidney injury (AKI); however, a wide range in its predictive value has been reported. Study Design: Meta-analysis of diagnostic test studies using custom-made standardized data sheets sent to each author. Setting & Population: Different clinical settings of AKI. Selection Criteria for Studies: MEDLINE, EMBASE, and CENTRAL databases and congress abstracts were searched for studies reporting the value of NGAL to predict AKI. Index Tests: Plasma/serum and urine NGAL within 6 hours from the time of insult (if known) or 24-48 hours before the diagnosis of AKI if the time of insult was not known. Reference Tests: The primary outcome was AKI, defined as an increase in serum creatinine level > 50% from baseline within 7 days or contrast-induced nephropathy (creatinine increase > 25% or concentration > 0.5 mg/dL in adults or > 50% increase in children within 48 hours). Other outcomes predicted using NGAL were renal replacement therapy initiation and in-hospital mortality. Results: Using a hierarchical bivariate generalized linear model to calculate the diagnostic odds ratio (DOR) and sample size-weighted area under the curve for the receiver-operating characteristic (AUC-ROC), we analyzed data from 19 studies and 8 countries involving 2,538 patients, of whom 487 (19.2%) developed AKI. Overall, the DOR/AUC-ROC of NGAL to predict AKI was 18.6 (95% CI, 9.0-38.1)/0.815 (95% CI, 0.732-0.892). The DOR/AUC-ROC when standardized platforms were used was 25.5 (95% CI, 8.9-72.8)/0.830 (95% CI, 0.741-0.918) with a cutoff value > 150 ng/mL for AKI compared with 16.7 (95% CI, 7.1-39.7)/0.732 (95% CI, 0.656-0.830) for "research-based" NGAL assays. In cardiac surgery patients, the DOR/AUC-ROC of NGAL was 13.1 (95% CI, 5.7-34.8)/0.775 (95% CI, 0.669-0.867); in critically ill patients, 10.0 (95% CI, 3.0-33.1)/0.728 (95% CI, 0.615-0.834); and after contrast infusion, 92.0 (95% CI, 10.7-794.1)/0.894 (95% CI, 0.826-0.950). The diagnostic accuracy of plasma/serum NGAL (17.9 [95% CI, 6.0-53.7]/0.775 [95% CI, 0.679-0.869]) was similar to that of urine NGAL (18.6 [95% CI, 7.2-48.4]/0.837 [95% CI, 0.762-0.906]). We identified age to be an effective modifier of NGAL value with better predictive ability in children (25.4 [95% CI, 8.9-72.2]/0.930 [95% CI, 0.883-0.968]) compared with adults (10.6 [95% CI, 4.8-23.4]/0.782 [95% CI, 0.689-0.872]). NGAL level was a useful prognostic tool with regard to the prediction of renal replacement therapy initiation (12.9 [95% CI, 4.9-33.9]/0.782 [95% CI, 0.648-0.917]) and in-hospital mortality (8.8 [95% CI, 1.9-40.8]/0.706 [95% CI, 0.530-0.747]). Limitations: Serum creatinine level was used for AKI definition. Conclusions: NGAL level appears to be of diagnostic and prognostic value for AKI.

Original languageEnglish
Pages (from-to)1012-1024
Number of pages13
JournalAmerican Journal of Kidney Diseases
Volume54
Issue number6
DOIs
StatePublished - Dec 2009

Keywords

  • acute kidney injury (AKI)
  • meta-analysis
  • Neutrophil gelatinase-associated lipocalin (NGAL)
  • plasma NGAL
  • urine NGAL

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