TY - JOUR
T1 - Accuracy of Neutrophil Gelatinase-Associated Lipocalin (NGAL) in Diagnosis and Prognosis in Acute Kidney Injury
T2 - A Systematic Review and Meta-analysis
AU - Haase, Michael
AU - Bellomo, Rinaldo
AU - Devarajan, Prasad
AU - Schlattmann, Peter
AU - Haase-Fielitz, Anja
AU - Bagshaw, Sean M.
AU - Bogle, Richard
AU - Changchun, Cao
AU - Constantin, Jean M.
AU - Cruz, Dinna
AU - Dragun, Duska
AU - Frei, Ulrich
AU - Goldstein, Stuart L.
AU - Koyner, Jay
AU - Krawczeski, Catherine D.
AU - Lima, Emerson Q.
AU - Ling, Wang
AU - Makris, Konstantinos
AU - Malyszko, Jolanta
AU - Murray, Patrick
AU - Nickolas, Thomas L.
AU - Puntmann, Valentina
AU - Ronco, Claudio
AU - Wagener, Gebhard
AU - Wheeler, Derek S.
AU - Xin, Chen
AU - Zappitelli, Michael
AU - Zhaohui, Ni
N1 - Funding Information:
Support: Dr Devarajan has received limited research grant support from Biosite Inc and Abbott Diagnostics. Dr Nickolas has received limited research grant support from Abbott Diagnostics. Dr Haase holds a postdoctoral Feodor-Lynen Research Fellowship from the Alexander von Humboldt Foundation, Germany, a not-for-profit established by the Federal Republic of Germany for the promotion of international research cooperation.
PY - 2009/12
Y1 - 2009/12
N2 - 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.
AB - 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.
KW - Neutrophil gelatinase-associated lipocalin (NGAL)
KW - acute kidney injury (AKI)
KW - meta-analysis
KW - plasma NGAL
KW - urine NGAL
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U2 - 10.1053/j.ajkd.2009.07.020
DO - 10.1053/j.ajkd.2009.07.020
M3 - Article
C2 - 19850388
AN - SCOPUS:70449637194
SN - 0272-6386
VL - 54
SP - 1012
EP - 1024
JO - American Journal of Kidney Diseases
JF - American Journal of Kidney Diseases
IS - 6
ER -