Evidence map›Paper›PMID 42466506›Full record

ArticleJournal of the American Heart Association2026

Development and Validation of a Markov Microsimulation Model for the Economic Evaluation of Methamphetamine-Associated Heart Failure in the United States.

Allison Y Zhu, Amy Y Chen, Andres L Deluna, Mark Bounthavong, Susan X Zhao, Michael H Crawford

Abstract readValidation Study
In one paragraph

Article in Journal of the American Heart Association, 2026. 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. Modeling the Societal Impact of Methamphetamine-Associated Heart Failure.Journal of the American Heart Association · 2026
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

6 authors.

Allison Y ZhuCornell University Ithaca NY USA.ORCID 0000-0001-9484-8827
Amy Y ChenUniversity of Pennsylvania Philadelphia PA USA.ORCID 0009-0001-6007-850X
Andres L DelunaDivision of Cardiology, Department of Medicine Santa Clara Valley Medical Center San Jose CA USA.ORCID 0000-0002-8353-9612
Mark BounthavongSkaggs School of Pharmacy & Pharmaceutical Sciences University of California, San Diego CA USA.ORCID 0000-0002-7343-9458
Susan X ZhaoDivision of Cardiology, Department of Medicine Santa Clara Valley Medical Center San Jose CA USA.ORCID 0000-0002-5410-1056
Michael H CrawfordDivision of Cardiology, Department of Medicine University of California, San Francisco CA USA.ORCID 0000-0001-7103-2278

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMethamphetamine-associated heart failure (MethHF) is an aggressive HF subtype, and its economic impact on the US health care system is not well defined.

methodsA Markov microsimulation model from a limited societal perspective was developed to estimate the cost of illness and mortality burden of MethHF over a 20-year time horizon. A hypothetical cohort of 10 000 patients with severe MethHF transitioned through 3 states: mild, severe, and death, with HF hospitalization as a transitional event. Utilities, measured as quality-adjusted life years, and costs, expressed in 2024 US dollars, were based on published literature, and transition probabilities were derived from real-world data.

resultsThe age of the simulation cohort was 50±6 (mean±SD) years old. Through a median follow-up duration of 5.25 (Quartile 1-Quartile 3: 2.92-9.83) life-years (total 72 562.75 person-years), 2.99 (1.67-5.27) quality-adjusted life years were accrued. The 20-year cost of illness per patient was $627 346±240 282, and the direct cost (from both HF hospitalization and outpatient care) per patient was $421 020±$313 258. Annual cost of illness per patient was $101 652 ($65 039-$171 216), out of which 61.7±29.7% was attributed to direct costs and 38.3±29.7% to premature death. HF hospitalization costs accounted for 87.8±13.3% of direct costs. A total of 8831 (88.3%) patients died from all causes, with age at death at 56±7 years old. The all-cause mortality rate was 1217 deaths per 10 000 person-years.

conclusionsThis Markov microsimulation study underscores the substantial cost and mortality burdens of MethHF. The field of HF care cannot afford to overlook the economic and societal impacts of MethHF, which require urgent interventions.

Indexed as

Central Nervous System StimulantsHealth Care CostsHeart FailureMethamphetamineComputer SimulationCost-Benefit AnalysisCost of IllnessFemaleHospitalizationHumansMaleMarkov ChainsMiddle AgedModels, EconomicQuality-Adjusted Life YearsTime FactorsCentral Nervous System StimulantsMethamphetaminecost of illnessheart failureheart failure hospitalizationMarkovmethamphetaminemicrosimulation

Identifiers

PMID42466506
PMCPMC13477374

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Registered trials

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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.