Evidence map›Paper›PMID 41837147›Full record

ArticleFrontiers in endocrinology2026

Inflammatory markers associated with albuminuria and early atherosclerosis in type 2 diabetic kidney disease: a cross-sectional study.

Ainhoa González-Luis, Orlando Siverio-Morales, Carolina Hernández-Carballo, Carmen Mora-Fernández, Ernesto Martín-Núñez, Andrea Reyes-Carrión, J Diego Carlos-Monzón, Juan F Navarro-González, Javier Donate-Correa

Abstract read
In one paragraph

Article in Frontiers in endocrinology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

9 authors.

Ainhoa González-Luis *Unidad de Investigación, Hospital Universitario Nuestra Señora de Candelaria, Santa Cruz de Tenerife, Spain.
Orlando Siverio-Morales *Unidad de Investigación, Hospital Universitario Nuestra Señora de Candelaria, Santa Cruz de Tenerife, Spain.
Carolina Hernández-CarballoUnidad de Investigación, Hospital Universitario Nuestra Señora de Candelaria, Santa Cruz de Tenerife, Spain.
Carmen Mora-FernándezUnidad de Investigación, Hospital Universitario Nuestra Señora de Candelaria, Santa Cruz de Tenerife, Spain.
Ernesto Martín-NúñezUnidad de Investigación, Hospital Universitario Nuestra Señora de Candelaria, Santa Cruz de Tenerife, Spain.
Andrea Reyes-CarriónUnidad de Investigación, Hospital Universitario Nuestra Señora de Candelaria, Santa Cruz de Tenerife, Spain.
J Diego Carlos-MonzónUnidad de Investigación, Hospital Universitario Nuestra Señora de Candelaria, Santa Cruz de Tenerife, Spain.
Juan F Navarro-GonzálezUnidad de Investigación, Hospital Universitario Nuestra Señora de Candelaria, Santa Cruz de Tenerife, Spain.
Javier Donate-CorreaUnidad de Investigación, Hospital Universitario Nuestra Señora de Candelaria, Santa Cruz de Tenerife, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Albuminuria is a recognized marker of renal injury in diabetic kidney disease (DKD), and growing evidence suggests it may also drive systemic inflammation and atherosclerosis. However, mechanisms linking albuminuria to vascular disease remain unclear. Methods: We conducted a cross-sectional study including 362 subjects with type 2 diabetes and moderate chronic kidney disease (CKD) to evaluate the associations between albuminuria, circulating and leukocyte inflammatory markers, and measures of subclinical atherosclerosis (SA). SA was defined by carotid intima-media thickness (CIMT) ≥0.9 mm or ankle-brachial index (ABI) <0.9. Serum levels of hs-CRP, IL6, IL1β, IL10, and TNFα and gene expression in peripheral blood leukocyte cells for Results: SA was present in 46% of patients. UACR correlated directly with CIMT (r=0.32, p<0.001) and inversely with ABI (r=-0.29, p<0.01). Higher UACR was associated with increased circulating IL6 and IL1β, and elevated expression of Conclusions: Albuminuria was positively associated with heightened systemic and cellular inflammation, and several inflammatory markers were also associated with greater CIMT and the presence of early atherosclerosis. Exploratory mediation analyses suggested that inflammatory pathways may partly account for the association between albuminuria and SA, with IL6, IL1β, and TLR2 as key mediators; however, these findings should be interpreted cautiously due to the cross-sectional design.

Indexed as

AlbuminuriaAtherosclerosisBiomarkersDiabetes Mellitus, Type 2Diabetic NephropathiesInflammationInflammation MediatorsAgedCarotid Intima-Media ThicknessCross-Sectional StudiesFemaleHumansMaleMiddle AgedBiomarkersInflammation Mediatorsalbuminuriaatherosclerosischronic kidney diseaseinflammationtype 2 diabetes

Identifiers

PMID41837147
PMCPMC12979170

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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.