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

**Authors:** 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

PMC · DOI: 10.3389/fendo.2026.1732900 · Frontiers in Endocrinology · 2026-02-26

## TL;DR

This study finds that albuminuria in type 2 diabetes is linked to inflammation and early atherosclerosis, with IL6, IL1β, and TLR2 playing key roles.

## Contribution

The study identifies specific inflammatory markers that mediate the link between albuminuria and early atherosclerosis in type 2 diabetic kidney disease.

## Key findings

- Higher albuminuria correlated with increased CIMT and lower ABI, indicating early atherosclerosis.
- Elevated IL6 and IL1β levels, along with TLR2 expression, were independently associated with early atherosclerosis.
- Mediation analysis showed IL6, IL1β, and TLR2 partially explain the albuminuria-atherosclerosis link.

## Abstract

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.

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 IL6, IL1β, TNF, IL10, TLR2, TLR4, CCL2, NFκB, and CD36 were measured.

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 TNF, CD36, and TLR2 in leukocytes. In multivariable analysis, serum IL6and IL1β, and leukocyte IL6 and TLR2 were independently associated with SA. Mediation analysis showed that IL6 (serum and leukocyte expression) accounted for approximately 20% of the UACR–SA association, serum IL1β mediated 17%, and leukocyte TLR2 mediated 7%.

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.

## Linked entities

- **Genes:** IL6 (interleukin 6) [NCBI Gene 3569], IL1B (interleukin 1 beta) [NCBI Gene 3553], TNF (tumor necrosis factor) [NCBI Gene 7124], IL10 (interleukin 10) [NCBI Gene 3586], TLR2 (toll like receptor 2) [NCBI Gene 7097], TLR4 (toll like receptor 4) [NCBI Gene 7099], CCL2 (C-C motif chemokine ligand 2) [NCBI Gene 6347], NFKB1 (nuclear factor kappa B subunit 1) [NCBI Gene 4790], CD36 (CD36 molecule (CD36 blood group)) [NCBI Gene 948]
- **Diseases:** type 2 diabetes (MONDO:0005148), diabetic kidney disease (MONDO:0005016), chronic kidney disease (MONDO:0005300), atherosclerosis (MONDO:0005311)

## Full-text entities

- **Genes:** CRP (C-reactive protein) [NCBI Gene 1401] {aka PTX1}, IL10 (interleukin 10) [NCBI Gene 3586] {aka CSIF, GVHDS, IL-10, IL10A, TGIF}, CCL2 (C-C motif chemokine ligand 2) [NCBI Gene 6347] {aka GDCF-2, HC11, HSMCR30, MCAF, MCP-1, MCP1}, IL1B (interleukin 1 beta) [NCBI Gene 3553] {aka IL-1, IL1-BETA, IL1F2, IL1beta}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, TLR2 (toll like receptor 2) [NCBI Gene 7097] {aka CD282, TIL4}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, TLR4 (toll like receptor 4) [NCBI Gene 7099] {aka ARMD10, CD284, TLR-4, TOLL}, NFKB1 (nuclear factor kappa B subunit 1) [NCBI Gene 4790] {aka CVID12, EBP-1, KBF1, NF-kB, NF-kB1, NF-kappa-B1}
- **Diseases:** Inflammatory (MESH:D007249), vascular disease (MESH:D014652), CKD (MESH:D051436), Albuminuria (MESH:D000419), SA (MESH:D050197), type 2 diabetes (MESH:D003924), DKD (MESH:D003928), renal injury (MESH:D007674)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12979170/full.md

## References

53 references — full list in the complete paper: https://tomesphere.com/paper/PMC12979170/full.md

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Source: https://tomesphere.com/paper/PMC12979170