Evidence mapPaperPMID 41806266Full record

ArticleDiabetes therapy : research, treatment and education of diabetes and related disorders2026

Cost-Effectiveness of Highly Effective Glucose-Lowering Agents: Do Current Practices Optimize Clinical and Economic Outcomes?

Meredith Hoog, Alice Minghetti, William J Valentine

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Article in Diabetes therapy : research, treatment and education of diabetes and related disorders, 2026. 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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1 · What the graph read from it

What it found

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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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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Meredith HoogEli Lilly and Company, Indianapolis, USA.ORCID http://orcid.org/0009-0000-1954-847X
Alice MinghettiOssian Health Economics and Communications GmbH, Bäumleingasse 20, 4051, Basel, Switzerland.
William J ValentineOssian Health Economics and Communications GmbH, Bäumleingasse 20, 4051, Basel, Switzerland. valentine@ossianconsulting.com.ORCID http://orcid.org/0000-0003-4844-6813

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionAdvances in type 2 diabetes (T2D) treatment have expanded therapeutic options, but evidence on optimal treatment sequencing for long-term outcomes remains limited. This study evaluated six common T2D treatment pathways in the US using long-term modeling.

methodsA literature review of guidelines and published data identified 495 treatment sequences across 77 studies. The six most frequently reported pathways were selected for modeling analyses using the PRIME T2D Model. Metformin was first-line therapy in all modeled pathways. Empagliflozin 10 mg (EMPA) was added as second-line therapy in four pathways, followed by either tirzepatide 10 mg (TZP), liraglutide 1.8 mg (LIRA), semaglutide 1.0 mg (SEMA) or dulaglutide 3.0 mg (DULA) as third-line therapy. In two pathways, TZP or SEMA were introduced as second-line agents, followed by EMPA as the third-line therapy. Basal and basal-bolus insulin were fourth- and fifth-line therapies in all analyses. Treatment intensification was modeled every 3 years or when glycated hemoglobin (HbA1c) exceeded 7.5%.

resultsWhen used as third-line treatment, more efficacious agents improved clinical outcomes and increased costs relative to comparators. As the most efficacious third-line therapy, TZP was associated with incremental cost-effectiveness ratios (ICERs) of $50,545, $25,563, and $8,173 per quality-adjusted life years (QALYs) gained versus LIRA, SEMA and DULA, respectively, assuming intensification every 3 years. When used as second-line therapy, more efficacious agents further improved clinical outcomes but also contributed to higher direct costs over patients' lifetimes. Second-line TZP was associated with ICERs of $59,434 per QALY gained versus second-line SEMA, when intensification at HbA1c 7.5% was applied.

conclusionsInitiating more efficacious therapies early in T2D treatment may improve long-term outcomes. Though associated with higher upfront costs, these therapies may reduce complication-related costs over time. Use of modern, efficacious therapies earlier in disease management may be a cost-effective strategy for healthcare payers.

Indexed as

Cost-effectivenessModelingTirzepatideType 2 diabetes mellitusUSA

Identifiers

PMID41806266
PMCPMC13103030

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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 Socratic graph.