Evidence mapPaperPMID 39225217Full record

SynthesisCurrent diabetes reviews2025

Evidence of a Bi-Directional Relationship between Arterial Stiffness and Diabetes: A Systematic Review and Meta-Analysis of Cohort Studies.

Angela L Beros, John D Sluyter, Robert K R Scragg

Abstract readSystematic ReviewMeta-Analysis
PubMed Publisher
In one paragraph

Synthesis in Current diabetes reviews, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

3 authors.

Angela L BerosSchool of Population Health, Faculty of Medical and Health Sciences, The University of Auckland, Auckland, New Zealand.
John D SluyterSchool of Population Health, Faculty of Medical and Health Sciences, The University of Auckland, Auckland, New Zealand.
Robert K R ScraggSchool of Population Health, Faculty of Medical and Health Sciences, The University of Auckland, Auckland, New Zealand.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThere are numerous cross-sectional studies showing an association between arterial stiffness and diabetes, but the temporality of the association is unclear.

objectiveTo investigate the temporal relationship between arterial stiffness and diabetes.

methodsWe searched MEDLINE and Embase from inception to 31 August 2023, to identify cohort studies that assessed whether arterial stiffness, as measured by pulse wave velocity (PWV), was predictive of the development of diabetes and vice versa. We summarised study data, and where possible undertook meta-analysis.

resultsWe identified 19 studies that included people with type 1, type 2 and gestational diabetes. All 11 studies investigating arterial stiffness as a predictor of diabetes found a significant relationship. Six of those studies were suitable for meta-analysis. The risk of developing diabetes was greater in people with higher PWV at baseline than lower PWV (RR = 2.14, 95%CI 1.65 to 2.79, p < 0.00001) and the mean difference in baseline PWV was higher in people who developed diabetes than those who did not (mean difference: 0.77 m/s, 95%CI 0.47 to 1.06, p < 0.00001). Of 8 studies investigating diabetes as a predictor of arterial stiffness, 7 found a significant relationship.

conclusionThere is evidence of a bidirectional relationship between arterial stiffness and diabetes. Arterial stiffness may provide a causal link between diabetes and future cardiovascular disease.

Indexed as

Diabetes, GestationalDiabetes MellitusDiabetes Mellitus, Type 2Vascular StiffnessCohort StudiesFemaleHumansPregnancyPulse Wave AnalysisRisk FactorsArterial stiffnesscardiovasculardiabeteshyperglycemiainsulin resistance.meta-analysispulse wave velocity

Identifiers

PMID39225217

What Socratic holds

Textmetadata
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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.