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Updated: Apr 4, 2026

Measurement of the Hepatic Venous Pressure Gradient and Transjugular Liver Biopsy
Published on: June 18, 2020
Automatic detection of cirrhosis in hospitalized patients: a pragmatic experience
Laure Lavaill1, Alain Dussaucy, Karine Bardonnet
1aHepatology Department bDepartment of Medical Information cDepartment of Biochemistry dDepartment of informatics eDepartment of Clinical Pharmacology, Besançon University Hospital and University of Franche Comté, France.
Background/Aim:
We evaluated the relevance of a systematic automatic detection of cirrhosis using biochemical markers in hospitalized patients.
Methods:
We automatically calculated three free biochemical tests (APRI, Fib-4, and Forns) in patients consecutively hospitalized in our university hospital between July and September, 2010. Patients >18 years not known to suffer from chronic liver disease, were contacted to undergo liver stiffness measurement (LSM) as a reference diagnostic tool. To limit false positives, we required at least one APRI≥2 (indicating cirrhosis) and Fib-4>3.25 and/or Forns>6.9, without obvious overestimation.
Results:
A total of 10,035 APRI, 9903 Fib-4, and 1250 Forns were available in 4074 patients. The fibrosis tests were independently influenced by the location of the patient, especially Cardiology (Lower Forns) and Hematology/Oncology Departments (higher APRI, Fib-4, and Forns). Overall, 101 patients (2.48%) were suspected to have cirrhosis. LSM identified two cases of cirrhosis (LSM>13 kPa). In intent-to-diagnose analyses, the highest positive predictive values of the APRI, Fib-4, and Forns for the diagnosis of cirrhosis were 1.98, 1.98, and 11.76%, respectively. The positive predictive value never exceeded 50% in per-protocol analyses when considering patients with numerous positive results of the fibrosis tests.
Conclusion:
In hospitalized patients, automatic detection of cirrhosis on the basis of APRI, Fib-4, and Forns was inefficient because of too many false-positive results.
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