Evidence map›Paper›PMID 41285895›Full record

ArticleScientific reports2025

Cost effectiveness analysis of six non insulin agents for type 2 diabetes in Iran using a patient level simulation with UKPDS OM2.

Ali Darvishi, Rajabali Daroudi, Soroush Dehghan, Ramin Heshmat, Gita Shafiee

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Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

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No citing paper in PubMed yet.

4 · The record

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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

5 authors.

Ali Darvishi *Department of Health Policy and Management, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
Rajabali Daroudi *Department of Health Management, Policy & Economics, School of Public Health, Tehran University of Medical Sciences (TUMS), Tehran, Iran.
Soroush DehghanStudent Research Committee, Department of Health Policy and Management, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
Ramin HeshmatEndocrinology and Metabolism Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran.
Gita Shafiee *Chronic Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran. gshafiee.endocrine@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Type 2 diabetes mellitus (T2DM) is a global healthcare challenge, requiring cost-effective treatments to improve patient outcomes and resource use. This study assesses the cost-effectiveness of six non-insulin agents (NIAs)-pioglitazone, metformin, dapagliflozin, sitagliptin, empagliflozin, and liraglutide for T2DM management in Iran. Using the UKPDS Outcomes Model 2 (UKPDS-OM2), a 40-year simulation from the healthcare system perspective analyzed data from 440 Iranian patients in the Diabetes Care (DiaCare) study, evaluating direct medical costs and quality-adjusted life years (QALYs). Costs were locally sourced, while treatment effects and complication disutility values came from international evidence. Incremental cost-effectiveness ratios (ICERs) were compared to a threshold of one-time GDP per capita, with uncertainty evaluated via 100 bootstrap iterations. Subgroup analyses were conducted based on sex, age (< 55 vs. ≥55 years), and diabetes duration (< 10 vs. ≥10 years), using the same simulation framework and assumptions. Pioglitazone proved least costly at $1,376.20 PPP with 8.47 QALYs, dominating sitagliptin and empagliflozin, and outperforming metformin, dapagliflozin, and liraglutide, which showed higher costs and limited QALY gains. Subgroup analyses showed that pioglitazone was cost-effective in men, younger patients, and those with longer diabetes duration, while metformin was preferred in women, older patients, and those with shorter disease duration. Bootstrap results showed pioglitazone cost-effective in 52% of iterations and metformin in 46%, with ICERs of $10,554.8-$56,857.13 PPP per QALY. Pioglitazone emerged as the cost-effective option, with metformin as a viable alternative in Iran's resource-constrained setting. Subgroup analyses highlighted the value of individualized treatment strategies, with pioglitazone and metformin demonstrating variable cost-effectiveness across sex, age, and diabetes duration groups.

Indexed as

Cost-Benefit AnalysisDiabetes Mellitus, Type 2Hypoglycemic AgentsAdultAgedBenzhydryl CompoundsComputer SimulationCost-Effectiveness AnalysisFemaleGlucosidesHumansIranLiraglutideMaleMetforminMiddle AgedBenzhydryl CompoundsempagliflozinGlucosidesHypoglycemic AgentsLiraglutideMetforminPioglitazoneCost-EffectivenessIranNon-Insulin agentsType 2 diabetes mellitusUKPDS

Identifiers

PMID41285895
PMCPMC12644787

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Texttitle and abstract
LicenceCC BY-NC-ND
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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.