ArticleJHEP reports : innovation in hepatology2024
FIB-4 and APRI for cirrhosis detection in a privately insured national cohort.
Article in JHEP reports : innovation in hepatology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed, 16 citations in OpenAlex.
- Inflammation burden index as a complementary marker for the assessment of hepatic steatosis and fibrosis: evidence from NHANES 2017-2018.Abdominal radiology (New York) · 2026Article
- Non-invasive liver fibrosis screening and referral patterns in women with dependence due to psychoactive substance use: A single-centre retrospective study.Indian journal of gastroenterology : official journal of the Indian Society of Gastroenterology · 2026Article
- Biomarkers for the Diagnosis of Cirrhosis and Cirrhosis-Related Complications.Gastroenterology clinics of North America · 2026Review
- Identifying subjects at risk of liver cirrhosis via a range of thresholds for common fibrosis markers: A Welsh general population-based cohort study.Journal of internal medicine · 2026Article
- Association of the fibrosis-4 index with prevalent diabetes among adults: a cross-sectional analysis of NHANES 2003-2018 and a Chinese hospital-based health examination population.Frontiers in endocrinology · 2026Article
- Liver fibrosis is associated with clinical and economic burden of cardiovascular disease in MASH.JHEP reports : innovation in hepatology · 2026Article
- A chitinase-3-like protein-1-based nomogram for identification of significant liver fibrosis in the general population.BMC gastroenterology · 2025Article
- Assisting the Diagnosis of Cirrhosis in Chronic Hepatitis C Patients Based on Machine Learning Algorithms: A Novel Non-Invasive Approach.Journal of clinical laboratory analysis · 2025Observational
- Performance of APRI and FIB-4 Scores Compared to FibroScan: A Cross-Sectional Study in a Black Sub-Saharan African Population.Hepatic medicine : evidence and research · 2025Article
- Prediction of major liver-related events in the population using prognostic models.Gastroenterology report · 2025Review
- Prevalence of Low FIB-4 in MASLD-Related Hepatocellular Carcinoma: A Multicentre Study.Alimentary pharmacology & therapeutics · 2025Article
- Hospital Mortality in Acute Decompensation of Alcoholic Liver Cirrhosis: Can Novel Survival Markers Outperform Traditional Ones?Journal of clinical medicine · 2024Article
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3 authors at 1 institution in 1 country.
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Abstract
Background and Aims: Non-invasive laboratory-based fibrosis indices have been proposed as a tool for population-based screening for advanced fibrosis. We aimed to examine the performance of fibrosis indices at the time of and prior to cirrhosis diagnosis. Methods: We included adult patients with cirrhosis diagnosis codes in a privately insured database (Optum) from 2010-2018 with 1:4 birth year-matched controls without cirrhosis diagnosis codes. We analyzed aspartate aminotransferase-to-platelet ratio index (APRI), and fibrosis-4 index (FIB-4) up to 30 months prior to the entry of cirrhosis diagnosis codes. Cut-offs of <1 and ≥2 were used for APRI and <1.3 and ≥2.67 were used for FIB-4. Results: We included 10,650 patients with cirrhosis (median age 62 years), who were predominantly white (57.8%) and male (51.9%). The most common etiologies of cirrhosis were non-alcoholic steatohepatitis (23.8%), hepatitis C (23.0%), and alcohol-related liver disease (20.5%). At the time of cirrhosis diagnosis (±3 months), 9.3% of patients with cirrhosis had APRI ≥2 and 41.3% had a FIB-4 ≥2.67 compared to 1.2% and 8.9% in control patients, respectively. In the periods spanning 3-12, 12-21, and 21-30 months prior to cirrhosis diagnosis, APRI was ≥2 in 9.4%, 6.6%, and 6.5% of patients, respectively; FIB-4 was ≥2.67 in 42.1%, 37.1%, and 34.3% of patients, respectively. The sensitivity and specificity of APRI at the time of cirrhosis diagnosis were 9.3% and 98.8%, respectively, while the sensitivity and specificity of FIB-4 were 41.3% and 91.0%, respectively. Lower cut-off values for APRI and FIB-4 showed similar performance. Conclusions: Existing non-invasive fibrosis makers are suboptimal when used for advanced fibrosis identification, missing over half of patients with cirrhosis at the time of and prior to clinical diagnosis. Impact and implications: Commonly available laboratory-based indices, including APRI and FIB-4, have been proposed to rule in or rule out advanced fibrosis in the general population. In a study of a large privately insured cohort from the US, FIB-4 and APRI were not sufficient for screening for advanced fibrosis at the time of or prior to clinical diagnosis. While performance for screening out advanced fibrosis was better, a significant percentage of patients with cirrhosis have lab indices below threshold values. Future studies to develop laboratory-based algorithms to help stratify liver fibrosis for population-based screening are warranted.
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