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Table 2 ROC curve analysis and univariate logistic regression analysis of predictors for HCC onset

From: Construction and validation of a predictive model for hepatocellular carcinoma based on serum markers

Variables

ROC curves

Logistic regression

AUC

Cutoff

Sensitivity

Specificity

OR

95% CI

p value

Gender

0.510

Female

0.169

0.851

0.88

0.58–1.35

0.565

Age

0.509

58.50

0.545

0.519

1.01

0.99–1.02

0.469

ALT

0.683

95.35

0.929

0.422

0.99

0.99–1.00

0.001

AST

0.647

51.50

0.714

0.552

1.00

0.99–1.00

0.005

GGT

0.609

72.35

0.578

0.656

1.00

1.00–1.00

0.006

Albumin

0.588

43.55

0.331

0.831

1.03

1.00–1.06

0.045

Total bilirubin

0.555

27.50

0.786

0.377

1.00

0.99–1.00

0.123

Alb/Glo

0.585

1.25

0.734

0.403

1.44

0.97–2.14

0.072

Lymphocyte

0.563

1.005

0.403

0.740

0.78

0.60–1.00

0.048

PDW

0.571

16.15

0.819

0.364

0.93

0.88–0.99

0.021

MPV

0.561

11.85

0.696

0.455

0.87

0.76–1.00

0.054

AFP

0.659

29.70

0.474

0.851

1.00

1.00–1.00

0.058

AFP-L3

0.687

13.50

0.461

0.955

1.02

1.01–1.02

0.000

TB/ALB

0.578

0.754

0.786

0.370

0.83

0.68–1.01

0.069

GPR

0.588

0.450

0.461

0.727

0.92

0.84–1.02

0.122

HBsAg

0.649

Positive

0.818

0.481

3.00

1.99–4.53

0.000

HBeAg

0.575

Negative

0.955

0.195

0.32

0.15–0.68

0.003

  1. GGT Gamma-glutamyl transferase, Alb/Glo The ratio of albumin to globulin, PDW Platelet volume distribution width, MPV Mean platelet volume, TB/ALB The ratio of total bilirubin to albumin, GPR Gamma-glutamyl transpeptidase to platelet ratio