Evidence map›Paper›PMID 41196592›Full record

ArticleJAMA network open2025

Cost-Effectiveness of MASH Diagnosis and Management Approaches Among Those With Type 2 Diabetes.

Jeffrey V Lazarus, Leire Agirre-Garrido, Luis Antonio Díaz, Pojsakorn Danpanichkul, Sokoine L Kivuyo, Loreta A Kondili, Hannes Hagström, Hirokazu Takahashi, Juan M Pericàs, C Wendy Spearman and 12 more

Abstract read
In one paragraph

Article in JAMA network open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

  1. Article
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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

22 authors.

Jeffrey V LazarusCity University of New York Graduate School of Public Health and Health Policy (CUNY SPH), New York.
Leire Agirre-GarridoBarcelona Institute for Global Health (ISGlobal), Barcelona, Spain.
Luis Antonio DíazDepartamento de Gastroenterología, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile.
Pojsakorn DanpanichkulDepartment of Internal Medicine, Texas Tech University Health Science Center, Lubbock.
Sokoine L KivuyoFaculty of Medicine and Health Sciences, University of Barcelona (UB), Barcelona, Spain.
Loreta A KondiliNational Center for Global Health, Istituto Superiore di Sanità, Rome, Italy.
Hannes HagströmDepartment of Medicine, Huddinge, Karolinska Institutet, Stockholm, Sweden.
Hirokazu TakahashiLiver Center, Saga University Hospital, Saga City, Saga, Japan.
Juan M PericàsLiver Unit, Vall d'Hebron University Hospital, Vall d'Hebron Institute for Research, Universitat Autònoma de Barcelona, Centros de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas (CIBERehd), Barcelona, Spain.
C Wendy SpearmanDivision of Hepatology, Department of Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa.
Claudia P OliveiraDepartment of Gastroenterology, Faculdade de Medicina da Universidade de São Paulo (LIM07), São Paulo, Brazil.
Cristiane A Villela-NogueiraSchool of Medicine, Hepatology Division, Clementino Fraga Filho University Hospital, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil.
Jörn M SchattenbergDepartment of Internal Medicine II, Saarland University Medical Centre, Homburg, Germany.
Emilie Toresson GripDepartment of Medicine, Huddinge, Karolinska Institutet, Stockholm, Sweden.
Naim AlkhouriSteatotic Liver Disease Program, Arizona Liver Health, Phoenix.
Andrea MarcellusiDepartment of Pharmaceutical Sciences, University of Milan, Milan, Italy.
Henry E MarkBarcelona Institute for Global Health (ISGlobal), Barcelona, Spain.
Alina M AllenDivision of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic, Rochester, Minnesota.
Nathalie Carvalho LeiteHepatology Division, Hospital Universitário Clementino Fraga Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil.
Hussain A Al-OmarDepartment of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia.
Saleh A AlqahtaniKing Faisal Specialist Hospital & Research Centre, Riyadh, Saudi Arabia.
Nicolai BrachowiczBarcelona Institute for Global Health (ISGlobal), Barcelona, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: Metabolic dysfunction-associated steatohepatitis (MASH) represents a high, underprioritized burden among noncommunicable diseases (NCDs) and people living with type 2 diabetes (T2D). Objective: To identify cost-effective management approaches to prevent, detect, and treat MASH and liver fibrosis in people living with T2D. Design, Setting, and Participants: This economic evaluation consisted of a generalized cost-effectiveness analysis (GCEA) that was conducted for 12 countries (Brazil, Chile, Germany, Italy, Japan, Saudi Arabia, South Africa, Spain, Sweden, Tanzania, Thailand, and the United States), across all 6 World Health Organization (WHO) regions. A cohort state-transition model simulated liver disease development and its impact on a synthetic cohort, aged 19 years and older and living with T2D, over their lifespan across 10 liver health states. Exposures: Using an 80% coverage level, 14 management approaches were compared, including screening via the Fibrosis-4 (FIB-4) test and Enhanced Liver Fibrosis (ELF) test or vibration-controlled transient elastography (VCTE) as well as treatment with pharmacological and nonpharmacological interventions. Main Outcomes and Measures: The main outcomes were the average cost-effectiveness ratios (ACERs) and the incremental cost-effectiveness ratios (ICERs), which were used to construct care expansion paths by ranking the management approaches in order of cost-effectiveness. The main measures were the total incremental costs and the total incremental quality-adjusted life-years (QALYs) of each intervention. Results: In this GCEA, the outcomes were evaluated with respect to country-specific willingness-to-pay thresholds. The standard of care had the lowest ACERs in 8 countries (not in Chile, Germany, Saudi Arabia, or the United States). Treatment with intensive lifestyle interventions (ILIs), after screening via ELF or VCTE, was cost-effective in all countries. ILIs and treatment with semaglutide was cost-effective in 11 countries (not in Tanzania); ILIs and treatment with resmetirom was cost-effective in 8 countries (not in Brazil, South Africa, Tanzania, or Thailand). Conclusion and Relevance: In this economic evaluation, screening followed by ILIs was found to be a cost-effective management approach for MASH and liver fibrosis among people living with T2D in all countries. Screening followed by pharmacological treatment was cost-effective in most countries. These results can inform health policy decision-making and further the development of WHO recommended interventions to address NCDs.

Indexed as

Cost-Benefit AnalysisDiabetes Mellitus, Type 2Non-alcoholic Fatty Liver DiseaseAdultAgedFemaleHumansLiver CirrhosisMaleMiddle AgedQuality-Adjusted Life Years

Identifiers

PMID41196592
PMCPMC12593099

What Socratic 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 Socratic graph.