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Table 1 Biomarkers

From: New insights into biomarkers and risk stratification to predict hepatocellular cancer

Biomarker

Study type, No. of subjects, and Biomarker development phase

Sensitivity (%)

Specificity (%)

Cut-off

AUROC

Ref.

Notes*

AFP

Prospective (n = 2331), phase 3

38.4

90

8.6 ng/mL

0.72

PMID: 38899967

El-Serag et al., 2024

Cirrhosis any etiology, HCC

AFP

Prospective (n = 534), phase 3

34.6–38.2

90

10.8–11.2 ng/mL

0.71–0.78

PMID: 35124267

Tayob et al. 2023

Cirrhosis any etiology, HCC

AFP

Prospective (n = 397), transition from phase 2 to 3

50

90

17.4 ng/mL

0.77

PMID: 34618932

Singal et al. 2022b

Cirrhosis any etiology, HCC

AFP

Prospective (n = 1084), phase 2

42.4

94.9

20 ng/mL

0.844

PMID: 37938100

Piratvisuth et al. 2023

Chronic liver disease (> 77% viral etiology), HCC

AFP

Retro/prospective (n = 437), phase 2

43

98

20 ng/mL

0.81

PMID: 32889146

Chalasani et al. 2021

Liver disease any etiology (> 87.4 cirrhosis) and HCC

AFP

Prospective (n = 163), phase 2

75

93.5

14.2 ng/mL

0.869

PMID: 36013482

Hadi et al. 2022

Non-cirrhosis and cirrhosis with etiology (HBV/HCV/MASH), HCC

AFP

Prospective (n = 1120), phase 2

44.8

76.1

20 ng/mL

0.692

PMID: 31358576

Cai et al. 2019

HBV, cirrhosis and HCC

AFP

Prospective (n = 288), phase 3

29.2

87.4

20 ng/mL

0.59

PMID: 37708457

Beudeker et al. 2023

European cirrhosis and HCC

AFP

Prospective (n = 284), phase 3

34.5

92.4

20 ng/mL

0.66

PMID: 37708457

Beudeker et al. 2023

Latin America cirrhosis and HCC

AFP-L3

Prospective (n = 2331), phase 3

37.6

90

7.5%

0.61

PMID: 38899967

El-Serag et al., 2024

Cirrhosis any etiology, HCC

AFP-L3

Prospective (n = 534), phase 3

34.6–41.2

90

8.3–8.4%

0.64–0.81

PMID: 35124267

Tayob et al. 2023

Cirrhosis any etiology, HCC

AFP-L3

Prospective (n = 397), transition from phase 2 to 3

46.2

90

11.9%

0.80

PMID: 34618932

Singal et al. 2022b

Cirrhosis any etiology, HCC

AFP-L3

Prospective (n = 288), phase 3

30.4

81.1

10%

0.56

PMID: 37708457

Beudeker et al. 2023

European cirrhosis and HCC

AFP-L3

Prospective (n = 284), phase 3

46.6

91.7

10%

0.69

PMID: 37708457

Beudeker et al. 2023

Latin America cirrhosis and HCC

AFP-L3

Retro/prospective (n = 437), phase 2

56

93

10%

0.81

PMID: 32889146

Chalasani et al. 2021

Liver disease any etiology (> 87.4 cirrhosis) and HCC

DCP

Prospective (n = 2331), phase 3

30.4

90

2.91 ng/mL

0.75

PMID: 38899967

El-Serag et al., 2024

Cirrhosis any etiology, HCC

DCP

Prospective (n = 534), phase 3

17.6–23.1

90

1.4–1.5 ng/mL

0.68–0.72

PMID: 35124267

Tayob et al. 2023

Cirrhosis any etiology, HCC

DCP

Prospective (n = 288), phase 3

26.7

87.4

7.5 ng/mL

0.57

PMID: 37708457

Beudeker et al. 2023

European cirrhosis and HCC

DCP

Prospective (n = 284), phase 3

36.2

97.4

7.5 ng/mL

0.65

PMID: 37708457

Beudeker et al. 2023

Latin America cirrhosis and HCC

DCP

Prospective (n = 397), transition from phase 2 to 3

34.6

90

5.9 ng/mL

0.70

PMID: 34618932

Singal et al. 2022b

Cirrhosis any etiology, HCC

DCP

Prospective (n = 1084), phase 2

61.3

88.7

20 ng/mL

0.772

PMID: 37938100

Piratvisuth et al. 2023

Chronic liver disease (> 77% viral etiology), HCC

DCP

Retro/prospective (n = 437), phase 2

39

93

7.5 ng/mL

0.83

PMID: 32889146

Chalasani et al. 2021

Liver disease any etiology (> 87.4 cirrhosis) and HCC

DCP

Prospective (n = 163), phase 2

90

82.1

36.7 mAU/mL

0.905

PMID: 36013482

Hadi et al. 2022

Non-cirrhosis and cirrhosis with etiology (HBV/HCV/MASH), HCC

DCP

Retrospective (n = 186), phase 2

72

71

7 ng/mL

0.715

PMID: 38994169

He et al. 2024

Healthy control and AFP-negative HCC

OPN

Retrospective (n = 322), phase 2

79.2

79.6

-

0.85

PMID: 32043608

Zhu et al. 2020

Chronic hepatitis, cirrhosis, and HCC

MDK

Meta-analysis of 9 studies

87

86

0.5 ng/mL

0.95

PMID: 31600291

Zhang et al. 2019

HCC

MDK

Meta-analysis of 17 studies

84

82

-

0.89

PMID: 32039435

Lu et al. 2020

HCC

GP73

Retrospective (n = 186), phase 2

75.6

93

103 ng/mL

0.843

PMID: 38994169

He et al. 2024

Healthy control and AFP-negative HCC

GPC3

Retrospective (n = 344), phase 2

80

85

0.0414 ng/mL

0.88

PMID:32087138

Liu et al. 2020

Healthy control and HCC

TGF-β1

Prospective

53.1%

98.9%

50 ug/ g-1 creatinine

0.730

PMID: 9166938

Tsai et al. 1997

Cirrhosis (74.4% viral etiology), HCC

SCCA-IgM

Prospective

89%

50%

130 AU/mL

0.63

PMID:24635038

Pozzan et al. 2014

Cirrhosis, healthy control, and HCC

  1. *Notes refer to the main groups included in the studies, specifically detailing the composition of the control groups