Evidence map›Paper›PMID 42907738›Full record

SynthesisBMC nephrology2026

Association between prediabetes and nephropathy: a comprehensive systematic review and meta-analysis.

Raheleh Karimi, Roya Riahi, Mojgan Mortazavi, Setayesh Sindarreh, Ashraf Aminorroaya, Mohammad Reza Maracy

Abstract readSystematic ReviewMeta-Analysis
In one paragraph

Synthesis in BMC nephrology, 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

6 authors.

Raheleh KarimiDepartment of Epidemiology and Biostatistics, School of Public Health, Isfahan University of Medical Sciences, Isfahan, Iran.
Roya RiahiDepartment of Epidemiology and Biostatistics, School of Public Health, Isfahan University of Medical Sciences, Isfahan, Iran.
Mojgan MortazaviIsfahan Kidney Diseases Research Center, Isfahan University of Medical Sciences, Isfahan, Iran.
Setayesh SindarrehCancer Prevention Research Center, Isfahan University of Medical Sciences, Isfahan, Iran.
Ashraf AminorroayaIsfahan Endocrine and Metabolism Research Center, Isfahan University of Medical Sciences, Isfahan, Iran.
Mohammad Reza MaracyDepartment of Epidemiology and Biostatistics, School of Public Health, Isfahan University of Medical Sciences, Isfahan, Iran. mrmaracy@yahoo.co.uk.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThis study examines the association between prediabetes and nephropathy, focusing on chronic kidney disease and key indicators such as glomerular filtration rate and urinary albumin-to-creatinine ratio.

methodsA systematic review of studies published before November 2024 included 26 articles, 15 cohort studies, and 11 cross-sectional studies, covering 350,546 individuals with normal glucose tolerance and 146,547 with prediabetes. A random-effects restricted maximum likelihood model was used to assess chronic kidney disease, glomerular filtration rate, and urinary albumin-to-creatinine ratio. The risk of chronic kidney disease was reported using relative risk (RR) with 95% confidence intervals, while mean difference (MD) was used for glomerular filtration rate and urinary albumin-to-creatinine ratio. Publication bias and methodological quality were assessed using the Egger regression test and the National Heart, Lung, and Blood Institute quality assessment tools. Sensitivity was tested using a leave-one-out method.

resultsData from 19 studies showed that individuals with prediabetes had a higher risk of developing chronic kidney disease (RR: 1.53; 95% CI: 1.30-1.81; P < 0.001), rising to 1.21 (95% CI: 1.78-2.73) when all three diagnostic methods were used. Across 31 observations, glomerular filtration rate declined by (MD: - 2.85; 95% CI: - 4.57 to - 1.13; P = 0.001). Urinary albumin-to-creatinine ratio increased in 21 observations (MD: 0.87; 95% CI: 0.19-1.55; P = 0.012). Stronger associations were observed in Asia than in Europe or the United States.

conclusionPrediabetes is linked to lower glomerular filtration rate and higher urinary albumin-to-creatinine ratio, indicating increased risk of chronic kidney disease. Early intervention may be beneficial.

Indexed as

Prediabetic StateRenal Insufficiency, ChronicAlbuminuriaCreatinineDiabetic NephropathiesGlomerular Filtration RateHumansRisk FactorsCreatinineAlbuminuriaChronic kidney diseasesDiabetic complicationsIntravenous glucose toleranceNephropathyPrediabetic state

Identifiers

PMID42907738
PMCPMC13689277

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Registered trials

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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.