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Table 3 Logistic regression analysis with variables available for predicting advanced acute kidney injury and model accuracy after combining urinary biomarkers

From: Urinary biomarkers predict advanced acute kidney injury after cardiovascular surgery

Model

AUC (95% CI)

p b

Hour 3

 Normalized uHJV

0.833 (0.753 to 0.895)

NA

 Normalized (uHJV + uKIM-1) a,c

0.898 (0.804 to 0.957)

0.468

 Normalized (uHJV + uNGAL)

0.831 (0.751 to 0.893)

0.274

 Normalized (uKIM-1 + uNGAL)

0.862 (0.760 to 0.932)

0.943

 Normalized (uHJV + uKIM-1 + uNGAL)

0.897 (0.803 to 0.956)

0.496

Hour 6

 Normalized uHJV

0.808 (0.726 to 0.874)

NA

 Normalized (uHJV + uKIM-1)

0.827 (0.719 to 0.906)

0.785

 Normalized (uHJV + uNGAL)

0.808 (0.726 to 0.874)

1.00

 Normalized (uKIM-1 + uNGAL)

0.816 (0.707 to 0.898)

0.712

 Normalized (uHJV + uKIM-1 + uNGAL)

0.834 (0.728 to 0.912)

0.634

Hour 12

 Normalized uHJV

0.841 (0.715 to 0.927)

NA

 Normalized (uHJV + uKIM-1)

0.890 (0.766 to 0.962)

0.332

 Normalized (uHJV + uNGAL)

0.850 (0.725 to 0.933)

0.706

 Normalized (uKIM-1 + uNGAL)

0.866 (0.736 to 0.947)

0.819

 Normalized (uHJV + uKIM-1 + uNGAL)

0.892 (0.769 to 0.963)

0.311

Hour 24

 Normalized uKIM-1

0.772 (0.625 to 0.882)

NA

 Normalized (uKIM-1 + uHJV)

0.848 (0.711 to 0.936)

0.137

 Normalized (uKIM-1 + uNGAL)

0.826 (0.686 to 0.921)

0.230

 Normalized (uHJV + uNGAL)

0.730 (0.587 to 0.844)

0.567

 Normalized (uKIM-1 + uHJV + uNGAL)

0.855 (0.720 to 0.941)

0.085

  1. AUC area under the receiver-operating characteristic curve, CI confidence interval, NA not applicable, uHJV urinary hemojuvelin, uKIM-1 urinary kidney injury molecule-1, uNGAL urinary neutrophil gelatinase-associated lipocalin
  2. aHosmer-Lemeshow goodness of fit test: p = 0.541 for the best prediction model
  3. bCompared with normalized uHJV at hour 3, hour 6 and hour 12 and normalized uKIM-1 at hour 24
  4. cBest prediction model (greatest AUC)