Evidence map›Paper›PMID 33987313›Full record

ArticleAnnals of translational medicine2021

Healthcare resource utilization and costs among nonalcoholic fatty liver disease patients in Germany.

Ali Canbay, Nandita Kachru, Jennifer Scarlet Haas, Dominic Meise, A Burak Ozbay, Jan-Peter Sowa

Open access · diamondAbstract read
In one paragraph

Article in Annals of translational medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed, 1 pooled it
2.7field-weighted citation impact, top 9% of its field
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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

10 citing papers in PubMed, 1 synthesis or guideline pooled it, 20 citations in OpenAlex.

  1. Accuracy of Non-Invasive Imaging Techniques for the Diagnosis of MASH in Patients With MASLD: A Systematic Review.Liver international : official journal of the International Association for the Study of the Liver · 2025
    Pooled it
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Review
  9. Article
  10. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors at 2 institutions in 2 countries.

Ali CanbayDepartment of Internal Medicine, Ruhr-University Bochum, Bochum, Germany.
Nandita KachruGilead Sciences, Inc., Health Economics Outcomes Research, Foster City, CA, USA.
Jennifer Scarlet HaasXcenda GmbH, Hannover, Germany.
Dominic MeiseXcenda GmbH, Hannover, Germany.
A Burak OzbayGilead Sciences, Inc., Health Economics Outcomes Research, Foster City, CA, USA.
Jan-Peter SowaDepartment of Internal Medicine, Ruhr-University Bochum, Bochum, Germany.
Gilead Sciences (United States) · USRuhr University Bochum · DE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPatients with nonalcoholic fatty liver disease (NAFLD) and nonalcoholic steatohepatitis (NASH) are associated with progression to advanced liver diseases that include compensated cirrhosis, decompensated cirrhosis, liver transplantation, and hepatocellular carcinoma (HCC). This study characterized comorbidities, healthcare resource utilization (HRU), and associated costs among NAFLD patients in Germany.

methodsGerman healthcare claims data between 2011 and 2016 were analyzed retrospectively. Adult patients diagnosed with NAFLD and/or NASH were categorized as NAFLD, NAFLD non-progressors, compensated cirrhosis, decompensated cirrhosis, liver transplant, or HCC. Within each stage, annual all-cause HRU and costs were measured during the pre- and post-index periods.

resultsAmong 4,580,434 patients in the database, proportion of NAFLD was 4.7% (n=215,655). Of them, 36.8% were non-progressors, 0.2% compensated cirrhosis, 9.6% decompensated cirrhosis, 0.0005% liver transplant, and 0.2% HCC. Comorbidity rates were significantly higher in compensated cirrhosis, decompensated cirrhosis, and HCC compared with non-progressors (52.07%, 56.46%, 57.58%

conclusionsNAFLD patients in Germany are grossly underdiagnosed and exert substantial healthcare resource use and economic burden, particularly those with advanced liver diseases. Optimal strategies for early identification and management are needed to prevent disease progression and limit the rising costs.

Indexed as

advanced liver diseasesDisease burdenGermanynonalcoholic fatty liver disease (NAFLD)nonalcoholic steatohepatitis (NASH)

Identifiers

PMID33987313
PMCPMC8106103
OpenAlexW3155837299

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.