Evidence map›Paper›PMID 39587367›Full record

ArticleDiabetes, obesity & metabolism2025

Individual and joint associations of obesity and metabolic health parameters on arterial stiffness: Evidence from the UK Biobank.

Roshan A Ananda, Bethlehem Solomon, Kausik K Ray

Abstract read
In one paragraph

Article in Diabetes, obesity & metabolism, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Obesity, metabolic health status, and adverse outcomes in men and women.American journal of preventive cardiology · 2026
    Article
  2. Article
  3. Article
  4. 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.

Roshan A AnandaSchool of Public Health, Imperial College London, London, UK.ORCID 0000-0001-7661-8067
Bethlehem SolomonSchool of Public Health, Imperial College London, London, UK.
Kausik K RaySchool of Public Health, Imperial College London, London, UK.ORCID 0000-0002-7166-060X

Funding

School of Public Health, Imperial College LondonPostgraduate student project funding
6 · The paper itself

Abstract

aimsThere is conflicting evidence regarding whether excess adiposity without metabolic abnormalities reflects a truly benign phenotype. This study evaluated the independent and joint associations of the presence of excess adiposity and metabolic abnormalities on arterial stiffness. MATERIALS AND

methodsParticipants in UK Biobank with body mass index (BMI) and arterial stiffness index (ASI) recorded between 2006 and 2010, free from cardiovascular diseases and not underweight (BMI <18.5 kg/m

resultsOf 162 590 participants, 42.5% were overweight and 24.4% were obese. Within the normal BMI strata, 50.7% had ≥1 metabolic abnormality. Compared to individuals with normal BMI and no metabolic abnormality (reference group), increased BMI or metabolic abnormalities were similarly associated with higher ASI: normal BMI with metabolic abnormalities (adjusted β-coefficient and 95% CI, 0.35; 0.30-0.40); overweight without metabolic abnormalities (0.32; 0.26-0.37). Individuals with obesity and no metabolic abnormality had higher ASI (0.65; 0.57-0.74) but was lower than individuals with overweight and metabolic abnormalities (0.80; 0.75-0.84). Individuals with obesity and metabolic abnormalities had the highest ASI (1.07; 1.02-1.12) among all six metabolic combinations, p < 0.001 for each versus reference group. Sensitivity analysis suggested higher ASI with increasing number of metabolic abnormalities within BMI categories and higher ASI in the presence of abdominal obesity within metabolic categories.

conclusionsExcess adiposity and metabolic abnormalities are independently associated with increased arterial stiffness to a similar degree, suggesting that metabolically healthy individuals with overweight and obesity are not benign groups. This reinforces the need to prevent excess adiposity and consider primary prevention strategies even before metabolic abnormalities emerge.

Indexed as

Biological Specimen BanksBody Mass IndexObesityVascular StiffnessAdiposityAdultAgedFemaleHumansMaleMetabolic DiseasesMetabolic SyndromeMiddle AgedOverweightUK BiobankUnited Kingdomarterial stiffnessmetabolic healthobesitypreventive cardiologyUK Biobankvascular health

Identifiers

PMID39587367
PMCPMC11701184

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.