Evidence map›Paper›PMID 42935779›Full record

SynthesisFrontiers in endocrinology2026

Prognostic value of multiple biomarkers for kidney function decline in type 2 diabetes with relatively preserved kidney function: a systematic review and exploratory meta-analysis.

Jie Hu, Xinyu Pan, Shuwu Wei, Junping Wei

Abstract readSystematic ReviewMeta-Analysis
In one paragraph

Synthesis in Frontiers in endocrinology, 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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1 · What the graph read from it

What it found

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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

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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

4 authors.

Jie HuDepartment of Endocrinology, Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China.
Xinyu PanDepartment of Endocrinology, Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China.
Shuwu WeiDepartment of Endocrinology, Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China.
Junping WeiDepartment of Endocrinology, Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Diabetic kidney disease (DKD) is a dominant driver of chronic kidney disease (CKD) and end-stage renal disease (ESRD). Current risk assessment tools, however, lack adequate sensitivity for early disease detection. This study evaluated the prognostic value of multiple biomarkers for kidney function decline in patients with type 2 diabetes and relatively preserved kidney function. Methods: This systematic review and meta-analysis followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. PubMed, EMBASE, Web of Science, and the Cochrane Library were searched from inception to December 31, 2025. Articles were independently screened by two reviewers against pre-specified criteria. Prospective cohort studies reporting associations between baseline biomarkers and kidney function decline were included. Methodological quality was assessed using the Quality In Prognosis Studies (QUIPS) tool. Quantitative pooling was performed only when studies were homogeneous in effect measure and outcome definition. When these criteria were not met, results were presented descriptively. Results: Nine prospective cohort studies comprising 4,569 participants were included. Circulating TNFR1, TNFR2, and KIM-1 showed potential positive associations with kidney function decline. One study reported an inverse association for circulating Klotho. No significant associations were found for circulating FGF-23. Findings for urinary NGAL and urinary KIM-1 were inconsistent across studies. Due to heterogeneity in effect measures, exposure scales, and outcome definitions, several biomarkers could not be quantitatively pooled. For pooled analyses, each analysis included only two studies; therefore, effect estimates, heterogeneity, and prediction intervals may be unstable, and the results should be considered exploratory. Conclusions: Current evidence suggests potential associations of circulating TNFR1, TNFR2, and KIM-1 with kidney function decline in type 2 diabetes with relatively preserved kidney function. Given the limited number of studies, these findings are exploratory and require validation in larger prospective studies with standardized assays and outcome definitions. Systematic review registration: https://www.crd.york.ac.uk/PROSPERO/, identifier CRD420261401816.

Indexed as

BiomarkersDiabetes Mellitus, Type 2Diabetic NephropathiesKidneyHepatitis A Virus Cellular Receptor 1HumansKlotho ProteinsPrognosisReceptors, Tumor Necrosis Factor, Type IReceptors, Tumor Necrosis Factor, Type IIBiomarkersHepatitis A Virus Cellular Receptor 1Klotho ProteinsReceptors, Tumor Necrosis Factor, Type IReceptors, Tumor Necrosis Factor, Type IIbiomarkersdiabetic kidney diseaseKIM-1meta-analysisTNFR1TNFR2type 2 diabetes

Identifiers

PMID42935779
PMCPMC13696286

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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.