Evidence map›Paper›PMID 42977773›Full record

ReviewNature reviews. Endocrinology2026

Cardiovascular disease in diabetes mellitus: beyond atherosclerosis and heart failure.

Joanna Y Gong, Spiros Fourlanos, Javed Butler, Peter M Kistler, Christopher M Reid, Dianna J Magliano, Jonathan E Shaw

Abstract readReview
PubMed Publisher
In one paragraph

Review in Nature reviews. Endocrinology, 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

7 authors.

Joanna Y GongBaker Heart and Diabetes Institute, Melbourne, Victoria, Australia. Joanna.Gong@baker.edu.au.ORCID http://orcid.org/0000-0002-0702-5740
Spiros FourlanosDepartment of Diabetes and Endocrinology, Royal Melbourne Hospital, Melbourne, Victoria, Australia.
Javed ButlerBaylor Scott and White Research Institute, Dallas, TX, USA.ORCID http://orcid.org/0000-0001-7683-4720
Peter M KistlerBaker Heart and Diabetes Institute, Melbourne, Victoria, Australia.
Christopher M ReidSchool of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia.
Dianna J MaglianoBaker Heart and Diabetes Institute, Melbourne, Victoria, Australia.ORCID http://orcid.org/0000-0002-9507-6096
Jonathan E ShawBaker Heart and Diabetes Institute, Melbourne, Victoria, Australia.ORCID http://orcid.org/0000-0002-6187-2203

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The global burden of diabetes mellitus continues to grow, now affecting one in nine adults. In people with diabetes mellitus, cardiovascular disease is a leading cause of morbidity and mortality, and considerable focus has been placed on reducing the incidence of atherosclerotic cardiovascular disease and heart failure over the past few decades. Due to reductions in the prevalence of some major risk factors, improved control of other risk factors and improved therapeutic agents, mortality attributed to atherosclerotic cardiovascular disease has declined. Meanwhile, the decline in mortality attributed to heart failure has stalled. However, beyond atherosclerotic cardiovascular disease and heart failure, many other cardiovascular diseases are responsible for morbidity and mortality. We provide a comprehensive narrative summary of the association between diabetes mellitus and the most common cardiovascular diseases as reported by the 2023 Global Burden of Disease study. The evidence indicates that diabetes mellitus is a risk factor for atrial fibrillation, infective endocarditis, hypertensive heart disease, intracerebral haemorrhage and aortic stenosis. We also discuss the available evidence for the effects of incretin hormone mimetics, such as glucagon-like peptide 1 receptor agonists, and of sodium/glucose cotransporter 2 inhibitors for each of these cardiovascular diseases. This Review underscores the multifaceted link between cardiovascular disease and diabetes mellitus, highlighting that integrated strategies are required to effectively reduce the global burden of both conditions.

Identifiers

What OpenQuestion holds

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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 OpenQuestion graph.