Evidence mapPaperPMID 42088614Full record

ArticlePulmonary circulation2026

Association of Antidiabetic Medication Classes With Survival Outcomes in Pulmonary Hypertension Patients With Diabetes.

Aaron W Trammell, Divya Verma, Alyssa R Cruse, Xiangqin Cui, Matthew Ryan Smith, Charles Michael Hart

Abstract read
In one paragraph

Article in Pulmonary circulation, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Aaron W TrammellDivision of Pulmonary, Allergy, Critical Care and Sleep Medicine Emory University School of Medicine Atlanta Georgia USA.
Divya VermaDivision of Pulmonary, Allergy, Critical Care and Sleep Medicine Emory University School of Medicine Atlanta Georgia USA.
Alyssa R CruseDivision of Pulmonary, Allergy, Critical Care and Sleep Medicine Emory University School of Medicine Atlanta Georgia USA.
Xiangqin CuiAtlanta VA Health Care System Decatur Georgia USA.
Matthew Ryan SmithDivision of Pulmonary, Allergy, Critical Care and Sleep Medicine Emory University School of Medicine Atlanta Georgia USA.ORCID https://orcid.org/0000-0002-8889-3477
Charles Michael HartDivision of Pulmonary, Allergy, Critical Care and Sleep Medicine Emory University School of Medicine Atlanta Georgia USA.

Funding

Georgia Clinical & Translational Science Alliance (Georgia CTSA)UL1TR002378 · EMORY UNIVERSITY · 2025 to 2025
$9.3M
Targeting mitoNEET in pulmonary hypertensionR01HL175515 · EMORY UNIVERSITY · 2025 to 2025
$597k
Bioenergetic impairment in Group 3 pulmonary hypertensionK23HL166775 · EMORY UNIVERSITY · 2025 to 2025
$178k
NCATS NIH HHS UL1 TR002378NHLBI NIH HHS K23 HL166775NHLBI NIH HHS R01 HL175515
6 · The paper itself

Abstract

Pulmonary hypertension (PH) and diabetes frequently coexist, and metabolic dysregulation plays a role in PH pathogenesis. While preclinical studies indicate that certain antidiabetic therapies may beneficially impact the pulmonary vasculature and right heart function in PH, clinical data remain limited. We conducted a retrospective cohort study of veterans with PH and diabetes using Veterans Health Affairs data (2003-2015). The associations between exposure to antidiabetic medications at the time of PH diagnosis and survival were analyzed using Cox proportional hazards regression. We identified 41,670 veterans with PH and diabetes, largely older men (median age 69, 97% male). Average survival from PH diagnosis was 3.5 years. After adjustment for demographics, comorbid conditions, renal function, and hemoglobin A1c, metformin and thiazolidinedione (TZD) exposure were associated with lower mortality (HR 0.828, 95% CI 0.799-0.857 and HR 0.838, 95% CI 0.793-0.885, respectively). Conversely, insulin use was associated with higher mortality. These associations remained consistent across multiple analytical approaches and were independent of baseline hemoglobin A1c levels. Interactions were observed between drug effects and both renal function and PH comorbidities, with metformin's protective effect enhanced in patients with lower eGFR but attenuated in those with lung disease. In conclusion, metformin and TZD use were associated with improved survival in veterans with PH and diabetes, while insulin use was associated with reduced survival. These findings suggest that metabolic modulation may represent a viable therapeutic strategy in PH, though could be context dependent. Prospective trials are needed to evaluate therapeutic approaches targeting the metabolic pathobiology of PH.

Indexed as

diabetes mellitusinsulinmetabolismmetforminpulmonary hypertensionsurvivalthiazolidinediones

Identifiers

PMID42088614
PMCPMC13136954

What Socratic holds

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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 Socratic graph.