Evidence map›Paper›PMID 40102907›Full record

ArticleOrphanet journal of rare diseases2025

Development of the natural history component of an early economic model for primary sclerosing cholangitis.

Christopher Bowlus, Cynthia Levy, Kris V Kowdley, Nandita Kachru, Sushanth Jeyakumar, Yael Rodriguez-Guadarrama, Nathaniel Smith, Andrew Briggs, Mark Sculpher, Daniel Ollendorf

Abstract read
In one paragraph

Article in Orphanet journal of rare diseases, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–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.

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

1 citing paper in PubMed.

  1. Article
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

10 authors.

Christopher BowlusUniversity of California Davis School of Medicine, Sacramento, CA, USA.
Cynthia LevyUniversity of Miami Miller School of Medicine, Miami, FL, USA.
Kris V KowdleyLiver Institute Northwest, Seattle, WA, USA.
Nandita KachruGilead Sciences, Inc, Foster City, CA, USA. Nandita.Kachru@gilead.com.ORCID http://orcid.org/0000-0002-2754-0723
Sushanth JeyakumarMaple Health Group, LLC, New York, NY, USA.
Yael Rodriguez-GuadarramaMaple Health Group, LLC, New York, NY, USA.
Nathaniel SmithMaple Health Group, LLC, New York, NY, USA.
Andrew BriggsOccam Research, London, UK.
Mark SculpherICER Consulting Ltd, York, UK.
Daniel OllendorfCenter for the Evaluation of Value and Risk in Health, Tufts Medical Center, Boston, MA, USA.

Funding

Gilead Sciences N/A
6 · The paper itself

Abstract

backgroundPrimary sclerosing cholangitis (PSC) is a rare, chronic cholestatic disease that can progress to cirrhosis and liver failure. The natural history of PSC is variable as liver enzymes and liver symptoms fluctuate over time. Several drugs for PSC are under investigation, but there are currently no economic models to evaluate the cost-effectiveness and value of new treatments. The objective of this study was to develop an early economic model for PSC and validate the natural history component.

methodsA lifetime horizon Markov cohort model was developed to track the progression of adults with PSC with or without inflammatory bowel disease. Based on relevant literature and clinical expert advice, fibrosis staging was used to model disease progression. Evidence on disease progression, mortality, PSC-related complications, and secondary cancers was identified by literature searches and validated by interviews with clinical and cost-effectiveness modelling experts. Model outcomes were overall survival and transplant-free survival years, and the proportions of patients receiving liver transplants, 2nd liver transplants after recurrent PSC (rPSC), and developing rPSC after liver transplantation during their lifetime. Cumulative incidence of secondary cancers and quality-adjusted life-years (QALYs) were also tracked.

resultsModel outcomes are in line with estimates reported in literature recommended by clinical experts. Overall survival (95% uncertainty interval [UI]) was estimated to be 25.0 (23.2-26.3) years and transplant-free survival was estimated to be 22.0 (20.2-23.6) years. The estimated proportion (95% UI) of patients receiving first liver transplants was 14.5% (11.6-17.1%), while the proportion of patients developing rPSC and receiving 2nd liver transplants after rPSC was 24.2% (20.4-28.0%) and 21.6% (12.9-29.7%), respectively. The cumulative incidence (95% UI) of cholangiocarcinoma, colorectal cancer, and gallbladder cancer were estimated at 5.2% (2.1-10.0%), 3.6% (1.4-5.4%), and 3.3% (1.2-7.6%), respectively. Discounted lifetime QALYs per patient (95% UI) were estimated at 16.4 (15.6-17.1).

conclusionsWe have developed a model framework to simulate the progression of PSC with estimates of overall and transplant-free survival. This model, which calibrates well with existing estimates of disease progression, may be useful to evaluate the clinical and economic benefits of future treatments.

Indexed as

Cholangitis, SclerosingModels, EconomicAdultCost-Benefit AnalysisDisease ProgressionFemaleHumansLiver TransplantationMaleMarkov ChainsQuality-Adjusted Life YearsEconomicModelNatural historyPrimary sclerosing cholangitisProgressionSurvival

Identifiers

PMID40102907
PMCPMC11921552

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.