Evidence map›Paper›PMID 41395678›Full record

ArticleJournal of diabetes investigation2026

Investigation and future trend prediction of disease burden of chronic kidney disease due to diabetes mellitus type 2 globally and in China from 1990 to 2021.

Jinpeng Du, Ying Tang, Yingcai Qin, Changzhi Meng, Weiqin Cai, Hongqing An

Abstract read
In one paragraph

Article in Journal of diabetes investigation, 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

6 authors.

Jinpeng DuSchool of Public Health, Shandong Second Medical University, Weifang, China.ORCID https://orcid.org/0009-0008-1067-2253
Ying TangAffiliated Hospital, Shandong Second Medical University, Weifang, China.
Yingcai QinSchool of Public Health, Shandong Second Medical University, Weifang, China.
Changzhi MengSchool of Public Health, Shandong Second Medical University, Weifang, China.
Weiqin CaiSchool of Management, Shandong Second Medical University, Weifang, China.
Hongqing AnSchool of Public Health, Shandong Second Medical University, Weifang, China.

Funding

Education and teaching Research project of Weifang Medical University 2023YJS009Ministry of Education of the People's Republic of China 20YJCZH002National Natural Science Foundation of China 72104186the Chinese Association of Higher Education 23PG0411the Planning Projectof Shandong Higher Medical Education Research Centre YJKT202126the Shandong Provincial Education Planning Project 2023ZC168
6 · The paper itself

Abstract

objectiveTo analyze the disease burden of chronic kidney disease due to diabetes mellitus type 2 (CKD due to diabetes mellitus type 2) in China and the global population from 1990 to 2021, and to predict the future trend of the population.

methodsJoinpoint regression quantifies trends by the average annual percentage change (AAPC). Decomposition analysis assessed the contribution of aging, population growth, and epidemiological transitions to changes in the disease burden. The Bayesian model predicts the number of cases and deaths in 2022-2031.

resultsFrom 1990 to 2021, the global and Chinese age-standardized incidence rates (ASIRs) showed an upward trend, of which the global AAPC was 1.928% (95% CI = 1.908-1.948%); global and Chinese age-standardized mortality rates (ASMRs) are on the rise. In the decomposition analysis, population growth was the main driving force for the increase of global and Chinese cases and deaths, accounting for 60.14, 53.99, 56.64, and 72.82% of the change, respectively. 87.17% of the global age-standardized DALY rate was attributed to hyperglycemia. High BMI has become a major risk factor in China. It is expected that by 2031, the number of ASIR and deaths of CKD worldwide will continue to rise.

conclusionsThe CKD due to diabetes mellitus type 2 burden remains severe worldwide and in China. Strengthened public health policies and clinical prevention strategies are urgently needed to mitigate this burden.

Indexed as

Cost of IllnessDiabetes Mellitus, Type 2Renal Insufficiency, ChronicAdultAgedBayes TheoremChinaFemaleGlobal HealthHumansIncidenceMaleMiddle AgedPrognosisRisk FactorsDiabetes ComplicationsForecastingGlobal Burden of Disease

Identifiers

PMID41395678
PMCPMC12863001

What OpenQuestion 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 OpenQuestion graph.