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Current trends in the risk prediction for hepatitis B virus-related hepatocellular carcinoma Cover

Current trends in the risk prediction for hepatitis B virus-related hepatocellular carcinoma

By: Ken Liu and  Grace Lai-Hung Wong  
Open Access
|Jan 2017

Figures & Tables

Recommendations on HCC surveillance in HBV patients by liver associations

APASL [25]AASLD [26]EASL-EORTC [27]
Population group

  • Cirrhosis

  • Cirrhosis

  • Males age >40

  • Female age >50

  • Family history of HCC

  • African/North American blacks

  • Cirrhosis

  • HBV carrier with active hepatitis

  • Family history of HCC


ModalityUS + AFPUSUS

Interval6-monthly6-monthly6-monthly

Risk factors for HBV-related HCC

GAG-HCC [52] CU-HCC [53] REACH-B [54] PAGE-B [55]
Patients (n)820 1,005 3,584 1,325
Training cohort (TC)Chinese Chinese Chinese Europeans
Patients (n)Leave one out cross validation424 1505 490
Validation cohort (VC) Chinese Chinese and KoreansItalians
Age (years)40.6 48.0 45.7 52
Antiviral therapy (%)0 TC: 15.1 TC: 0 TC: 100
VC: 25 VC: 0 VC: 100
Cirrhosis (%)15.1 TC: 38.1 TC: 0.0 TC: 20.3
VC: 16.3 VC: 18.4 VC: 47.8
Follow-up (years)6.4 9.9 12.0 4.2
HCC (n, %)40(4.9) TC: 105 (10.4) TC: 131 (3.7) TC: 51 (3.8)
VC: 45 (10.6) VC: 111(7.4) VC: 34 (6.9)
ScoreVariablePointsVariablePointsVariablePointsVariablePoints
Age1 per yearAge >50 years3Age1 per 5 yearsAge 16–290
Male16(14

Simplified GAG-HCC score without core promoter mutation. HB V DNA measured in log10 copies/mL.

)
Albumin ≤3.5g/dL20 over 3030–392
Cirrhosis30(33

Simplified GAG-HCC score without core promoter mutation. HB V DNA measured in log10 copies/mL.

)
Bilirubin > 1. lmg/dL1.5Male240–494
HBVDNA3 (3

Simplified GAG-HCC score without core promoter mutation. HB V DNA measured in log10 copies/mL.

) per log
Cirrhosis15ALT (U/L) 15–44150–596
BCP Mutation19HBVDNA ≥45260–698
4–6 log1HBeAg positive2≥7010
6 log4HBVDNA Male6
<41og0Platelets (/mm3)
4–<5 log3≥200,0000
5–<6 log5100,000-199,9996
≥6 log4<100,0009
Optimum cut-offsWith inclusion of BCP Mutation:Low risk <5 17-point risk score Low risk <10
Intermediate risk 5–20 Intermediate 10–17
Lowrisk<101 High risk >20 High risk ≥18
High risk ≥ 101
Without inclusion of BCP mutation:
5-year prediction
Low risk < 100
High risk ≥ 101
10-year prediction
Low risk <82
High risk ≥82
PerformanceUsing a cut-off of 101: Using a cut-off of 5: AUROC: Using cut-off of 10:
5-year prediction 5-year prediction 3 years 0.811 Harrell’s c-index 0.82
AUROC0.88 AUROC 0.76 5 years 0.796 5-year prediction
Sensitivity 87.9% Sensitivity 78.3% 10 years 0.769 Sensitivity 100%
Specificity 76.2% Specificity 72.8% Specificity 19.6%
PPV 14.6% PPV 14.2% PPV 10.3%
NPV 99.3% NPV 98.3% NPV 100%
10-year prediction 10-year prediction
AUROC 0.89 AUROC 0.78
Sensitivity 100% Sensitivity 81.0%
Specificity 79.1% Specificity 75.7%
PPV 25.7% PPV 26.8%
NPV 100% NPV 97.3%
DOI: https://doi.org/10.5372/1905-7415.1001.459 | Journal eISSN: 1875-855X | Journal ISSN: 1905-7415
Language: English
Page range: 3 - 13
Published on: Jan 31, 2017
Published by: Chulalongkorn University
In partnership with: Paradigm Publishing Services
Publication frequency: 6 issues per year

© 2017 Ken Liu, Grace Lai-Hung Wong, published by Chulalongkorn University
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.