Evidence map›Paper›PMID 42221146›Full record

ReviewDiabetes, metabolic syndrome and obesity : targets and therapy2026

Relation Between Obesity, Normal-Weight Obesity, and Risk of Diabetes Among Youth and Females - A Systematic Review and Meta-Analysis.

Wei Xu, Yan He, Yi Wang, Lihua Wang, Dongchuan Ran

Abstract readReview
In one paragraph

Review in Diabetes, metabolic syndrome and obesity : targets and therapy, 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

5 authors.

Wei XuDepartment of Endocrinology and Metabolism, Chongqing University Affiliated Three Gorges Hospital, Chongqing, 404000, People's Republic of China.
Yan HeDepartment of Endocrinology and Metabolism, Chongqing University Affiliated Three Gorges Hospital, Chongqing, 404000, People's Republic of China.ORCID 0009-0006-9032-1036
Yi WangDepartment of Endocrinology and Metabolism, Chongqing University Affiliated Three Gorges Hospital, Chongqing, 404000, People's Republic of China.
Lihua WangDepartment of Endocrinology and Metabolism, Chongqing University Affiliated Three Gorges Hospital, Chongqing, 404000, People's Republic of China.
Dongchuan RanDepartment of Endocrinology and Metabolism, Chongqing University Affiliated Three Gorges Hospital, Chongqing, 404000, People's Republic of China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Obesity is a significant modifiable risk factor for the development of diabetes. While this relationship is well established, the strength of association and its variation across age, sex, and body composition remains insufficiently understood. Objective: This systematic review and meta-analysis aimed to assess the association between obesity, as measured by body mass index (BMI), and the risk of developing diabetes, with additional focus on subgroups by age, sex, and obesity phenotype, including normal-weight obesity (NWO). Methods: A Total of 1243 studies were screened using PRISMA guidelines and PICOS criteria across five major databases between 1994 and 2022. After rigorous screening, 10 studies comprising over 1.7 million participants met the inclusion criteria. Meta-analysis used a random-effects model to calculate pooled hazard ratios (HRs). Results: The pooled hazard ratio (HR) was 2.40 (95% CI: 2.07-2.79, I² = 77%, τ² = 0.0339, p < 0.01), indicating that obese individuals had more than twice the risk of developing diabetes compared with their nonobese counterparts. Subgroup analyses revealed that younger individuals (HR: 3.45, 95% CI: 2.90-4.10) and females (HR: 2.90, 95% CI: 2.35-3.55) presented greater diabetes risk than older individuals (HR: 2.95, 95% CI: 2.55-3.45) and males (HR: 2.60, 95% CI: 2.10-3.20). Normal weight obesity NWO was associated with an elevated risk in females (HR: 3.10, 95% CI: 1.37-7.01) but not males (HR: 1.16, 95% CI: 0.31-4.30). Conclusion: Obesity is strongly linked with an increased risk of diabetes, with significant effects in younger individuals, females, and those with high body fat despite an abnormal BMI. There is a need for comprehensive obesity assessments, including body composition analysis, in clinical practice and managing diabetes risk.

Indexed as

body mass indexdiabetes riskfemale diabetes riskhigh body fatnormal weight obesityobesityyouth diabetes risk

Identifiers

PMID42221146
PMCPMC13221664

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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 OpenQuestion graph.