Evidence map›Paper›PMID 41575827›Full record

SynthesisBiomolecules & biomedicine2026

Prediabetes and the risk of incident chronic kidney disease in adults: A systematic review and meta-analysis.

Sitian Fang, Jinjing Huang, Yanxia Chen

Abstract readSystematic ReviewMeta-Analysis
In one paragraph

Synthesis in Biomolecules & biomedicine, 2026. 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. 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

3 authors.

Sitian FangHuankui Academy, Nanchang University, Nanchang, China.
Jinjing HuangDepartment of Nephrology, Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China.
Yanxia ChenDepartment of Nephrology, Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The relationship between prediabetes and chronic kidney disease (CKD) remains ambiguous, with varying results across cohort studies. This meta-analysis aimed to assess whether prediabetes is linked to an increased risk of developing incident CKD in the general adult population. A comprehensive search was conducted in PubMed, Embase, and Web of Science from inception to September 28, 2025, for longitudinal observational studies that evaluated CKD risk in individuals with prediabetes compared to those with normoglycemia. Prediabetes was defined by impaired fasting glucose (IFG), impaired glucose tolerance (IGT), elevated glycated hemoglobin (HbA1c), or a combination of these criteria. Pooled risk ratios (RRs) with 95% confidence intervals (CIs) were calculated using a random-effects model. Fifteen cohorts comprising 2,854,724 participants were included in the analysis. The results indicated that prediabetes was significantly associated with an increased risk of incident CKD (RR: 1.21, 95% CI: 1.12-1.31; I² = 90%). Subgroup analyses revealed that the association was not significantly influenced by the definitions of prediabetes, study design, demographic characteristics of the population, follow-up duration, or study quality scores (p for subgroup difference all > 0.05). Meta-regression analysis suggested that a higher mean age of the population was inversely correlated with the observed effect size for the relationship between prediabetes and CKD risk (coefficient = -0.030, p = 0.004; adjusted R² = 67%). In conclusion, prediabetes is associated with a modestly elevated risk of developing CKD in the general population, with a potentially stronger correlation observed in younger individuals. These findings indicate an association rather than causality and suggest that early glycemic dysregulation may be linked to subsequent renal risk prior to the onset of overt diabetes.

Indexed as

Prediabetic StateRenal Insufficiency, ChronicAdultHumansIncidenceRisk Factors

Identifiers

PMID41575827
PMCPMC13021035

What OpenQuestion holds

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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.