Evidence map›Paper›PMID 41071800›Full record

ArticlePloS one2025

Trends and projections of the global burden of T2DM-associated CKD related to high BMI: A global burden of disease study 2021.

Jing Zhang, Wenxuan Li, Zhen Sun, Yunyang Wang, Yu Xue, Ke Si, Yajing Huang, Wenshan Lv, Lili Xu, Yangang Wang

Abstract read
In one paragraph

Article in PloS one, 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. [Burden of Diabetic Kidney Disease at Global, Regional, and National Levels From 1990 to 2021].Sichuan da xue xue bao. Yi xue ban = Journal of Sichuan University. Medical science edition · 2026
    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

10 authors.

Jing ZhangDepartment of Endocrinology and Metabolism, The Affiliated Hospital of Qingdao University, Qingdao, China.
Wenxuan LiDepartment of Endocrinology and Metabolism, The Affiliated Hospital of Qingdao University, Qingdao, China.
Zhen SunDepartment of Neurology, The Affiliated Hospital of Qingdao University, Qingdao, China.
Yunyang WangDepartment of Endocrinology and Metabolism, The Affiliated Hospital of Qingdao University, Qingdao, China.
Yu XueDepartment of Endocrinology and Metabolism, The Affiliated Hospital of Qingdao University, Qingdao, China.
Ke SiDepartment of Endocrinology and Metabolism, The Affiliated Hospital of Qingdao University, Qingdao, China.
Yajing HuangDepartment of Endocrinology and Metabolism, The Affiliated Hospital of Qingdao University, Qingdao, China.
Wenshan LvDepartment of Endocrinology and Metabolism, The Affiliated Hospital of Qingdao University, Qingdao, China.
Lili XuDepartment of Endocrinology and Metabolism, The Affiliated Hospital of Qingdao University, Qingdao, China.
Yangang WangDepartment of Endocrinology and Metabolism, The Affiliated Hospital of Qingdao University, Qingdao, China.ORCID https://orcid.org/0000-0002-4653-8899

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundType 2 diabetic-associated chronic kidney disease (T2DM-Associated CKD), a leading cause of end-stage renal disease, is exacerbated by rising particularly high body mass index (BMI) rates. This study examines the global burden of T2DM-Associated CKD attributable to high BMI from 1990 to 2021 and projects future trends using the Global Burden of Disease (GBD) 2021 data.

methodsGBD 2021 data from 204 countries were analyzed to assess mortality, disability-adjusted life years (DALYs) and corresponding age-standardized rates of T2DM-Associated CKD linked to high BMI. Bayesian Age-Period-Cohort modeling was used for projections, with stratification by age, gender, and Socio-Demographic Index (SDI). Statistical analyses were conducted using R software.

resultsIn 2021, high BMI-related T2DM-Associated CKD caused 173,263 deaths and 4.3 million DALYs. Age-standardized rates declined globally but showed regional disparities, with Andean Latin America having the highest burden. Women had higher absolute burdens, while men showed higher standardized rates. Projections indicate continued increases in mortality and DALY rates through 2050. Emerging therapies, such as GLP-1 receptor agonists (RAs) and SGLT2 inhibitors (SGLT2i), could potentially alter these trends, especially in high-risk regions.

conclusionsHigh BMI significantly drives the T2DM-Associated CKD burden, necessitating targeted overweight/obesity prevention and improved healthcare access, particularly in high-risk regions. Monitoring trends is crucial for effective interventions.

Indexed as

Body Mass IndexDiabetes Mellitus, Type 2Global Burden of DiseaseRenal Insufficiency, ChronicAdultAgedBayes TheoremDisability-Adjusted Life YearsFemaleGlobal HealthHumansMaleMiddle Aged

Identifiers

PMID41071800
PMCPMC12513629

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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.