ArticleGut2016
The gamma-glutamyl transpeptidase to platelet ratio (GPR) predicts significant liver fibrosis and cirrhosis in patients with chronic HBV infection in West Africa.
Article in Gut, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02129829 (Prevention of Liver Fibrosis and Cancer in Africa. Observational Study of Screening, Assessment and Treatment for Chronic Hepatitis B Virus Infection), which is not on this map. Cited by 192 papers, 4 of them syntheses that pooled it.
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Prevention of Liver Fibrosis and Cancer in Africa. Observational Study of Screening, Assessment and Treatment for Chronic Hepatitis B Virus Infection
Who cites it
192 citing papers in PubMed, 4 syntheses or guidelines pooled it, 357 citations in OpenAlex.
- Systematic review and individual-patient-data meta-analysis of non-invasive fibrosis markers for chronic hepatitis B in Africa.Nature communications · 2023Pooled it
- Mac-2 binding protein glycosylation isomer (M2BPGi) to evaluate liver fibrosis and cancer in HBV-infected patients in West Africa.Journal of global health · 2022Pooled it
- Hepatitis B virus infection in Nigeria: a systematic review and meta-analysis of data published between 2010 and 2019.BMC infectious diseases · 2021Pooled it
- Association between Aspartate Aminotransferase-to-Platelet Ratio Index and Hepatocellular Carcinoma Risk in Patients with Chronic Hepatitis: A Meta-Analysis of Cohort Study.Disease markers · 2019Pooled it
- Radiomics analysis of contrast-enhanced CT for staging liver fibrosis: an update for image biomarker.Hepatology international · 2022Trial
- Increased Frequency of Dysfunctional Siglec-7Frontiers in immunology · 2021Trial
- Pentraxin 3 Detects Clinically Significant Fibrosis in Patients with Chronic Viral Hepatitis C.BioMed research international · 2019Trial
- Treatment of chronic hepatitis B in sub-Saharan Africa: 1-year results of a pilot program in Ethiopia.BMC medicine · 2018Trial
- Early experiences from one of the first treatment programs for chronic hepatitis B in sub-Saharan Africa.BMC infectious diseases · 2017Trial
- Machine Learning-Driven Noninvasive Prediction of Liver Fibrosis in Unclassified Liver Disease.MedComm · 2026Article
- Correlation and discriminatory performance of non-invasive serum fibrosis indices according to liver disease etiology using two-dimensional shear wave elastography as reference.Clinics (Sao Paulo, Brazil) · 2026Article
- Liver disease diagnostics and access barriers in African settings: a narrative review.Journal of clinical pathology · 2026Review
- The impact of metabolic dysfunction-associated steatotic liver disease on non-invasive fibrosis scores in patients with chronic hepatitis B: a multicenter retrospective study.BMC gastroenterology · 2026Article
- Multicentre validation and comparison of 23 noninvasive diagnostic models for liver fibrosis in treatment-naïve Chinese patients with autoimmune hepatitis.BMC gastroenterology · 2026Article
- Diagnosing and defining MASLD in people living with chronic hepatitis B.Communications medicine · 2026Review
- Article
- Machine learning diagnostic framework for liver fibrosis in chronic hepatitis B based on routine laboratory tests.Medicine · 2026Article
- Immunological research landscapes and emerging immune mechanisms in HIV/HBV co-infection: a bibliometric analysis (2014-2024).Frontiers in immunology · 2026Review
- Noninvasive Prediction of Significant Hepatic Injury in Treatment-Naïve Children with Chronic HBV Infection.Infection and drug resistance · 2026Article
- Leucine Aminopeptidase to Spleen Length Ratio: A Novel Noninvasive Model for Predicting Esophageal Gastric Variceal Bleeding in Patients With Liver Cirrhosis.Gastroenterology research and practice · 2026Article
132 more citing papers are in PubMed but not listed here.
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Authors and funding
17 authors at 9 institutions in 5 countries.
Funding
Abstract
backgroundSimple and inexpensive non-invasive fibrosis tests are highly needed but have been poorly studied in sub-Saharan Africa.
methodsUsing liver histology as a gold standard, we developed a novel index using routine laboratory tests to predict significant fibrosis in patients with chronic HBV infection in The Gambia, West Africa. We prospectively assessed the diagnostic accuracy of the novel index, Fibroscan, aspartate transaminase-to-platelet ratio index (APRI), and Fib-4 in Gambian patients with CHB (training set) and also in French and Senegalese CHB cohorts (validation sets).
resultsOf 135 consecutive treatment-naïve patients with CHB who had liver biopsy, 39% had significant fibrosis (Metavir fibrosis stage ≥F2) and 15% had cirrhosis (F4). In multivariable analysis, gamma-glutamyl transpeptidase (GGT) and platelet count were independent predictors of significant fibrosis. Consequently, GGT-to-platelet ratio (GPR) was developed. In The Gambia, the area under the receiver operating characteristic curve (AUROC) of the GPR was significantly higher than that of APRI and Fib-4 to predict ≥F2, ≥F3 and F4. In Senegal, the AUROC of GPR was significantly better than Fib-4 and APRI for ≥F2 (0.73, 95% CI 0.59 to 0.86) and better than Fib-4 and Fibroscan for ≥F3 (0.93, 0.87 to 0.99). In France, the AUROC of GPR to diagnose ≥F2 (0.72, 95% CI 0.59 to 0.85) and F4 (0.87, 0.76 to 0.98) was equivalent to that of APRI and Fib-4.
conclusionsThe GPR is a more accurate routine laboratory marker than APRI and Fib-4 to stage liver fibrosis in patients with CHB in West Africa. The GPR represents a simple and inexpensive alternative to liver biopsy and Fibroscan in sub-Saharan Africa.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.