Evidence map›Paper›PMID 31104631›Full record

ArticleBMC medicine2019

Risks and clinical predictors of cirrhosis and hepatocellular carcinoma diagnoses in adults with diagnosed NAFLD: real-world study of 18 million patients in four European cohorts.

Myriam Alexander, A Katrina Loomis, Johan van der Lei, Talita Duarte-Salles, Daniel Prieto-Alhambra, David Ansell, Alessandro Pasqua, Francesco Lapi, Peter Rijnbeek, Mees Mosseveld and 4 more

Registry-linked trialAbstract read
In one paragraph

Article in BMC medicine, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06802731 (A Multicenter Study on the Application of LivQ-box® Parameters in the Diagnosis of Liver Inflammation in Patients with Non-alcoholic Fatty Liver Disease), which is not on this map. Cited by 171 papers, 9 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
171citing papers in PubMed, 9 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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.

NCT06802731 recruitingnot on this mapstarted 2024, after this paper: background citation

A Multicenter Study on the Application of LivQ-box® Parameters in the Diagnosis of Liver Inflammation in Patients with Non-alcoholic Fatty Liver Disease

TypeobservationalSponsorWuxi Hisky Medical Technology Co LtdRan2024 to 2025Enrolled365ConditionsLiver Inflammation, Fatty Liver Disease
3 · Its place in the literature

Who cites it

171 citing papers in PubMed, 9 syntheses or guidelines pooled it.

  1. Prevention, surveillance, and early detection of hepatocellular carcinoma - a Brazilian multidisciplinary consensus.Arquivos brasileiros de cirurgia digestiva : ABCD = Brazilian archives of digestive surgery · 2026
    Guideline
  2. Pooled it
  3. The Green Path to Liver Health: Herbal Solutions for Non-alcoholic Steatohepatitis.Cardiovascular & hematological disorders drug targets · 2025
    Pooled it
  4. Guideline
  5. Risk factors of hepatocellular carcinoma associated with nonalcoholic fatty liver disease: Systematic review and meta-analysis.Technology and health care : official journal of the European Society for Engineering and Medicine · 2024
    Pooled it
  6. Pooled it
  7. Guideline
  8. [Guideline for stratified screening and surveillance of primary liver cancer(2020 Edition)].Zhonghua gan zang bing za zhi = Zhonghua ganzangbing zazhi = Chinese journal of hepatology · 2021
    Guideline
  9. Pooled it
  10. Trial
  11. Article
  12. Review
  13. Article
  14. Article
  15. Article
  16. Article
  17. Observational
  18. Article
  19. Article
  20. Review

111 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

14 authors.

Myriam AlexanderReal World Data, GlaxoSmithKline, Uxbridge, UK.
A Katrina LoomisWorldwide Research and Development, Pfizer, Genome Sciences and Technologies, New York, USA.
Johan van der LeiErasmus Universitair Medisch Centrum, Rotterdam, Netherlands.
Talita Duarte-SallesFundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina, Barcelona, Spain.
Daniel Prieto-AlhambraCentre for Statistics in Medicine, NDORMS, University of Oxford, Oxford, UK.
David AnsellQuintile IMS, London, UK.
Alessandro PasquaHealth Search, Italian College of General Practitioners and Primary Care, Firenze, Italy.
Francesco LapiHealth Search, Italian College of General Practitioners and Primary Care, Firenze, Italy.
Peter RijnbeekErasmus Universitair Medisch Centrum, Rotterdam, Netherlands.
Mees MosseveldErasmus Universitair Medisch Centrum, Rotterdam, Netherlands.
Dawn M WaterworthGenetics, GlaxoSmithKline, Collegeville, PA, USA.
Stuart KendrickGlaxoSmithKline, Medicines Research Centre, Cambridge, UK.
Naveed SattarUniversity of Glasgow, Glasgow, UK.
William AlazawiBarts Liver Centre, Blizard Institute, Queen Mary, University of London, London, UK. w.alazawi@qmul.ac.uk.ORCID 0000-0002-3891-5914

Funding

Medical Research Council MR/N00308X/1
6 · The paper itself

Abstract

backgroundNon-alcoholic fatty liver disease (NAFLD) is a common condition that progresses in some patients to steatohepatitis (NASH), cirrhosis and hepatocellular carcinoma (HCC). Here we used healthcare records of 18 million adults to estimate risk of acquiring advanced liver disease diagnoses in patients with NAFLD or NASH compared to individually matched controls.

methodsData were extracted from four European primary care databases representing the UK, Netherlands, Italy and Spain. Patients with a recorded diagnosis of NAFLD or NASH (NAFLD/NASH) were followed up for incident cirrhosis and HCC diagnoses. Each coded NAFLD/NASH patient was matched to up to 100 "non-NAFLD" patients by practice site, gender, age ± 5 years and visit recorded within ± 6 months. Hazard ratios (HR) were estimated using Cox models adjusted for age and smoking status and pooled across databases by random effects meta-analyses.

resultsOut of 18,782,281 adults, we identified 136,703 patients with coded NAFLD/NASH. Coded NAFLD/NASH patients were more likely to have diabetes, hypertension and obesity than matched controls. HR for cirrhosis in patients compared to controls was 4.73 (95% CI 2.43-9.19) and for HCC, 3.51 (95% CI 1.72-7.16). HR for either outcome was higher in patients with NASH and those with high-risk Fib-4 scores. The strongest independent predictor of a diagnosis of HCC or cirrhosis was baseline diagnosis of diabetes.

conclusionsReal-world population data show that recorded diagnosis of NAFLD/NASH increases risk of life-threatening liver outcomes. Diabetes is an independent predictor of advanced liver disease diagnosis, emphasising the need to identify specific groups of patients at highest risk.

Indexed as

AdultAgedCarcinoma, HepatocellularCase-Control StudiesCohort StudiesEuropeFemaleHumansItalyLiver CirrhosisLiver NeoplasmsMaleMiddle AgedNetherlandsNon-alcoholic Fatty Liver DiseasePrognosisCirrhosisHepatocellular cancerNAFLDNASHPopulation

Identifiers

PMID31104631
PMCPMC6526616

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Registered trials

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.