Evidence mapPaperPMID 40937407Full record

ArticleFrontiers in endocrinology2025

Epidemiological research on diabetic nephropathy at global, regional, and national levels from 1990 to 2021: an analysis derived from the global burden of disease 2021 study.

Lu Zhang, Liangliang Jiang, Rong Xu, Xuemei Zhang, Boxun Zhang, Rensong Yue

Abstract read
In one paragraph

Article in Frontiers in endocrinology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed, 1 pooled it
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

14 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  14. Diabetes: A Subspecialty of Medicine and a Matter of Public Health.Diabetes, metabolic syndrome and obesity : targets and therapy · 2025
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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.

Lu Zhang *Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China.
Liangliang Jiang *Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China.
Rong Xu *Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China.
Xuemei ZhangHospital of Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China.
Boxun ZhangHospital of Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China.
Rensong YueHospital of Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: A comprehensive assessment of the disease burden is essential for developing effective strategies to address diabetic nephropathy. This study investigates the long-term global trends and epidemiological characteristics of diabetic nephropathy. Methods: Data on diabetic nephropathy from the Global Burden of Disease (GBD) 2021 were utilized to evaluate morbidity, mortality, disability-adjusted life years (DALYs), and the impact of the Socio-Demographic Index (SDI). Global risk attribution was assessed, and the Bayesian Age-Period-Cohort (BAPC) model was applied to forecast the future burden of diabetic nephropathy. Results: In 2021, there were 107.6 million prevalent cases of diabetic nephropathy globally (95% UI: 99.2-116.0), with an age-standardized prevalence rate of 1,259.6 per 100,000 population (95% UI: 1,162.0-1,359.9), representing a 5.1% decline since 1990. Global deaths attributed to diabetic nephropathy in 2021 reached 477.3 thousand (95% UI: 401.5-566.0), with an age-standardized mortality rate of 5.7 per 100,000 (95% UI: 4.8-6.8), reflecting a 37.8% increase since 1990. The number of DALYs attributable to diabetic nephropathy was 11,278.9 thousand (95% UI: 9,682.8-13,103.9), with an age-standardized DALY rate of 131.1 per 100,000 (95% UI: 112.8-152.5), indicating a 24% rise since 1990. Conclusions: Over the past three decades, the global age-standardized prevalence of diabetic nephropathy has declined, while age-standardized mortality and DALY rates have increased. Significant disparities exist in prevalence, incidence, and DALY rates across regions and countries. The SDI exerts a notable influence on diabetic nephropathy prevalence, underscoring the importance of sustained and enhanced management of risk factors to prevent and treat this condition. Diabetic nephropathy remains a critical global health challenge moving forward.

Indexed as

Diabetic NephropathiesGlobal Burden of DiseaseAdultAgedDisability-Adjusted Life YearsFemaleGlobal HealthHumansMaleMiddle AgedPrevalencediabetic nephropathyepidemiologyforecastingGBD2021global disease burden

Identifiers

PMID40937407
PMCPMC12420290

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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 Socratic graph.