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A Simple Noninvasive Index Can Predict Both Significant Fibrosis and Cirrhosis in Patients With Chronic Hepatitis C

Hepatology · 2003 · Vol. 38(2) · pp. 518–526
Chun‐Tao WaiJoel K. GreensonRobert J. FontanaJohn D. KalbfleischJorge A. MarreroHari S. ConjeevaramAnna S. Lok

Abstract

Information on the stage of liver fibrosis is essential in managing chronic hepatitis C (CHC) patients. However, most models for predicting liver fibrosis are complicated and separate formulas are needed to predict significant fibrosis and cirrhosis. The aim of our study was to construct one simple model consisting of routine laboratory data to predict both significant fibrosis and cirrhosis among patients with CHC. Consecutive treatment-naive CHC patients who underwent liver biopsy over a 25-month period were divided into 2 sequential cohorts: training set (n = 192) and validation set (n = 78). The best model for predicting both significant fibrosis (Ishak score > or = 3) and cirrhosis in the training set included platelets, aspartate aminotransferase (AST), and alkaline phosphatase with an area under ROC curves (AUC) of 0.82 and 0.92, respectively. A novel index, AST to platelet ratio index (APRI), was developed to amplify the opposing effects of liver fibrosis on AST and platelet count. The AUC of APRI for predicting significant fibrosis and cirrhosis were 0.80 and 0.89, respectively, in the training set. Using optimized cut-off values, significant fibrosis could be predicted accurately in 51% and cirrhosis in 81% of patients. The AUC of APRI for predicting significant fibrosis and cirrhosis in the validation set were 0.88 and 0.94, respectively. In conclusion, our study showed that a simple index using readily available laboratory results can identify CHC patients with significant fibrosis and cirrhosis with a high degree of accuracy. Application of this index may decrease the need for staging liver biopsy specimens among CHC patients.

Liver Disease Diagnosis and TreatmentHepatitis C virus researchHepatitis B Virus StudiesCirrhosisMedicineGastroenterologyFibrosisInternal medicineLiver biopsyChronic hepatitisLiver fibrosisHepatic fibrosisPlatelet

MeSH terms

AdultBiopsyFemaleHumansLiver CirrhosisMaleMiddle AgedPredictive Value of TestsSensitivity and SpecificitySeverity of Illness IndexReproducibility of ResultsModels, StatisticalHepatitis C, Chronic

Funding

  • National Institutes of Health
Citations
4,316
FWCI
38.96
field-weighted impact
References
44
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100%
vs. same field & year
Citations per year
References
Histological grading and staging of chronic hepatitis
Journal of Hepatology · 1995 · 5,018 citations
Sampling error and intraobserver variation in liver biopsy in patients with chronic HCV infection
The American Journal of Gastroenterology · 2002 · 2,063 citations
Chronic hepatitis B
Hepatology · 2007 · 3,093 citations
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A Simple Noninvasive Index Can Predict Both Significant Fibrosis and Cirrhosis in Patients With Chronic Hepatitis C · Scinovex