Evidence map›Paper›PMID 41798187›Full record

ArticleFrontiers in endocrinology2026

A detailed examination of the worldwide impact of type 2 diabetes linked to dietary risks: insights from the Global Burden of Disease Study (1990-2021).

Hui Wang, Linhan He, Xiaocui Wang, Yingxuan Du, Zhilian Mu, Ying Shi, Yuan Wang, Qiao Qiao, Qiang Tong, Hongting Zheng

Abstract read
In one paragraph

Article in Frontiers in 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.

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0cells of the map it votes in
0citing papers in PubMed
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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

10 authors.

Hui Wang *Department of Endocrinology, Metabolic and Chronic Disease Science Innovation Center, The Second Affiliated Hospital of Army Medical University, Chongqing, China.
Linhan He *Department of Endocrinology, Metabolic and Chronic Disease Science Innovation Center, The Second Affiliated Hospital of Army Medical University, Chongqing, China.
Xiaocui Wang *Department of Endocrinology, Metabolic and Chronic Disease Science Innovation Center, The Second Affiliated Hospital of Army Medical University, Chongqing, China.
Yingxuan DuDepartment of Endocrinology, Metabolic and Chronic Disease Science Innovation Center, The Second Affiliated Hospital of Army Medical University, Chongqing, China.
Zhilian MuDepartment of Endocrinology, Metabolic and Chronic Disease Science Innovation Center, The Second Affiliated Hospital of Army Medical University, Chongqing, China.
Ying ShiDepartment of Endocrinology, Metabolic and Chronic Disease Science Innovation Center, The Second Affiliated Hospital of Army Medical University, Chongqing, China.
Yuan WangDepartment of Endocrinology, Metabolic and Chronic Disease Science Innovation Center, The Second Affiliated Hospital of Army Medical University, Chongqing, China.
Qiao QiaoDepartment of Endocrinology, Metabolic and Chronic Disease Science Innovation Center, The Second Affiliated Hospital of Army Medical University, Chongqing, China.
Qiang TongDepartment of Endocrinology, Metabolic and Chronic Disease Science Innovation Center, The Second Affiliated Hospital of Army Medical University, Chongqing, China.
Hongting ZhengDepartment of Endocrinology, Metabolic and Chronic Disease Science Innovation Center, The Second Affiliated Hospital of Army Medical University, Chongqing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: Type 2 diabetes mellitus (T2DM) is a considerable public health concern worldwide. In this study, the impact of T2DM attributable to dietary risk (T2DM-ADR) on disability-adjusted life years (DALYs) and deaths was analyzed using global burden of disease (GBD) data from 1990 to 2021 across 204 countries. Methods: T2DM-ADR was analyzed in 204 different countries/regions from 1991 to 2021. Key indicators included DALYs and death tolls, which were assessed according to age, sex, and sociodemographic index (SDI). This study used descriptive and trend analyses, along with the ARIMA model, to predict future outcomes. Trends were quantified using age-standardized rates (ASRs), and the estimated annual percentage change (EAPC) in the variables was used to quantify them. Results: DALYs due to dietary risk increased from 6,450,217 in 1990 to 19,146,810 in 2021, with the ASR increasing from 159.96 to 221.34 per 100,000. Deaths increased from 164,060 to 381,416, but age-standardized death rates somewhat decreased. China, India, and the U.S. reported the highest T2DM-ADR burdens, with a 260% increase in DALYs in middle-SDI regions, while low-SDI regions had the highest ASR. The 65-69 age group showed a significant increase in DALYs, with males surpassing females in 2021. Predictions for 2050 suggest that global DALYs will reach 17,865,944 for males and 18,121,264 for females, with deaths estimated at 264,822 for males and 305,383 for females, along with increasing ASR. Conclusions: This study highlights the considerable influence of dietary risk on the global prevalence of T2DM based on the GBD database. There is an urgent need to improve global dietary habits, health education, and food policy regulations to reduce the impact of T2DM on public health.

Indexed as

Diabetes Mellitus, Type 2DietGlobal Burden of DiseaseAdultAgedDisability-Adjusted Life YearsFemaleGlobal HealthHumansMaleMiddle AgedRisk Factorsdietary riskglobal burden of diseaseprevention strategiespublic healthtype 2 diabetes mellitus

Identifiers

PMID41798187
PMCPMC12963013

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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.