Evidence map›Paper›PMID 41100428›Full record

ArticleDiabetes/metabolism research and reviews2025

Contributions of Clinical Obesity and Preclinical Obesity to the All-Cause Mortality Risk: Findings From the UK Biobank Cohort.

Manrong Xu, Menghan Li, Yawen Zhang, Lianxi Li, Yun Shen, Gang Hu

Abstract read
In one paragraph

Article in Diabetes/metabolism research and reviews, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing 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

11 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Review
  5. Article
  6. Article
  7. Article
  8. Review
  9. Article
  10. Article
  11. 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

6 authors.

Manrong XuDepartment of Endocrinology and Metabolism, Shanghai Clinical Center for Diabetes, Shanghai Key Laboratory of Diabetes Mellitus, Shanghai Key Clinical Center for Metabolic Disease, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai Diabetes Institute, Shanghai, China.
Menghan LiDepartment of Endocrinology and Metabolism, Shanghai Clinical Center for Diabetes, Shanghai Key Laboratory of Diabetes Mellitus, Shanghai Key Clinical Center for Metabolic Disease, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai Diabetes Institute, Shanghai, China.
Yawen ZhangDepartment of Endocrinology and Metabolism, Shanghai Clinical Center for Diabetes, Shanghai Key Laboratory of Diabetes Mellitus, Shanghai Key Clinical Center for Metabolic Disease, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai Diabetes Institute, Shanghai, China.
Lianxi LiDepartment of Endocrinology and Metabolism, Shanghai Clinical Center for Diabetes, Shanghai Key Laboratory of Diabetes Mellitus, Shanghai Key Clinical Center for Metabolic Disease, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai Diabetes Institute, Shanghai, China.ORCID 0000-0001-6073-4901
Yun ShenChronic Disease Epidemiology Laboratory, Pennington Biomedical Research Center, Baton Rouge, Louisiana, USA.ORCID 0000-0002-9850-122X
Gang HuChronic Disease Epidemiology Laboratory, Pennington Biomedical Research Center, Baton Rouge, Louisiana, USA.ORCID 0000-0002-6172-8017

Funding

Tracking & Evaluation CoreU54GM104940 · NIGMS · LSU PENNINGTON BIOMEDICAL RESEARCH CTR · PI Peter Todd Katzmarzyk · 2012 to 2026
$69.1M
Collaboration in Action Program 2024 supported by Our Lady of the Lake Health & Louisiana State UniversityNational Natural Science Foundation of ChinaNIGMS NIH HHS U54 GM104940
6 · The paper itself

Abstract

backgroundThe definition of clinical obesity was newly announced. The aim of our study was to investigate the association of preclinical obesity and clinical obesity either at baseline or determined during follow-ups with the risk of all-cause mortality.

methodsData were collected from 232,721 participants in the UK Biobank. Dysfunctions caused by obesity, in combination with an excess of anthropometric parameters, were used to diagnose clinical obesity. Participants were categorised into six clusters according to their baseline and follow-up dysfunction status. Time-dependent Cox proportional hazards regression was used to compare hazard ratios (HRs) for mortality across six clusters.

resultsIn a total of 19,704 deaths over a mean follow-up of 13.4 years, participants in Cluster 6 (clinical obesity at baseline; HR = 2.30, 95% CI: 2.16-2.44) and Cluster 3 (non-obesity with baseline dysfunctions; HR = 2.02, 95% CI: 1.85-2.20) exhibited the highest multivariable-adjusted mortality risk compared with participants without obesity and dysfunction at baseline and during follow-up (Cluster 1). This was followed by participants in Cluster 2 (non-obesity without baseline but with follow-up dysfunctions; HR = 1.99, 95% CI: 1.88-2.10), Cluster 5 (preclinical obesity with follow-up dysfunctions; HR = 1.97, 95% CI: 1.87-2.07), and Cluster 4 (preclinical obesity without follow-up dysfunctions; HR = 1.15, 95% CI: 1.09-1.22). Subgroup analyses showed consistently higher mortality risks in Cluster 6 across various demographics, notably among individuals with higher educational qualifications.

conclusionsClinical obesity was significantly associated with elevated all-cause mortality risk. These findings underscore the importance of early screening and intervention for dysfunctions in patients with obesity.

Indexed as

ObesityAdultAgedBiological Specimen BanksBody Mass IndexCause of DeathCohort StudiesFemaleFollow-Up StudiesHumansMaleMiddle AgedPrognosisRisk FactorsSurvival RateUK Biobankall‐cause mortalityclinical obesitydysfunctions due to obesitypreclinical obesityUK biobank

Identifiers

PMID41100428
PMCPMC12530463

What Socratic holds

Textmetadata
LicenceCC BY-NC
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 Socratic graph.