# Gene Expression in Urinary Sediment Cells as an Indicator of the Contribution of Plasma Lipids to Diabetic Kidney Disease

**Authors:** Thaina Tavolaro Zocchio, Aritania Souza Santos, Ana Mercedes Cavaleiro, Luiz Henrique Gomes Matheus, Monique de Fátima Mello Santana, Eduarda Palanca, Ariana Tito Rodrigues, Milena Gomes Vancini, Márcia Nery, Marisa Passarelli, Maria Lúcia Corrêa-Giannella

PMC · DOI: 10.1155/jdr/2349928 · Journal of Diabetes Research · 2025-10-07

## TL;DR

This study shows that gene activity in urinary cells from people with Type 1 diabetes is linked to kidney function decline and lipid levels, suggesting a role for lipids in diabetic kidney disease.

## Contribution

The study identifies gene expression patterns in urinary sediment cells that correlate with plasma lipid levels and kidney disease progression in Type 1 diabetes.

## Key findings

- CD36 gene expression is higher in individuals with declining kidney function and increased albuminuria.
- Plasma free fatty acids and triglycerides correlate with gene expressions related to lipid uptake and inflammation.
- Statin and angiotensin II receptor blocker use modulates gene expression in urinary sediment cells.

## Abstract

In individuals with Type 1 diabetes mellitus (T1D) who maintain good glycemic control and are free of chronic complications, lipid profiles are generally within normal ranges. However, impaired renal function or albuminuria alters this profile, contributing to the progression of diabetic kidney disease (DKD). This study hypothesized that, in urinary sediment cells from T1D individuals (n = 87), the mRNA expression of genes related to free fatty acid (FFA) uptake (CD36, FABP1, SCL27A1, SLC27A2, and SLC27A4, which encode FATP1, FATP2, and FATP4, respectively), albumin uptake (LRP2 and CUBN), inflammation (IL1B and IL18), and fibrosis (TGFB1) would vary depending on the degree of renal function decline and of urinary albumin excretion (UAE) and correlate with each other and with plasma lipid concentrations.

CD36 expression was higher in urinary sediment cells of individuals with relevant renal function decline compared to those without relevant decline. CD36, IL1B, TGFB1, and SLC27A4 (at the limit of statistical significance) expressions were higher in individuals with UAE > 11 mg/g versus UAE ≤ 11 mg/g creatinine (cohort median value). CD36 expression positively correlated with IL1B (r = 0.46) and TGFB1 (r = 0.45) expressions, and LRP2 expression positively correlated with IL18 (r = 0.44) and TGFB1 (r = 0.30). Expression of SLC27A genes also correlated with inflammatory and profibrotic genes. Plasma FFA concentrations positively correlated with CD36 (r = 0.27) and IL1B (r = 0.30) expressions, while plasma triglyceride (TG) concentrations positively correlated with CD36 (r = 0.22) and negatively correlated with FABP1 (r = −0.28) expressions. Urinary sediment gene expression was modulated by statin (IL18) and angiotensin II receptor blockers (LRP2, CUBN, and FABP1) use.

The expression of lipid metabolism–related genes in urinary sediment cells, correlated with proinflammatory and profibrotic genes, as well as with plasma FFA and TG, and associated with clinical indicators of renal function, provides indirect evidence for the involvement of lipids in the pathogenesis of DKD.

## Linked entities

- **Genes:** CD36 (CD36 molecule (CD36 blood group)) [NCBI Gene 948], FABP1 (fatty acid binding protein 1) [NCBI Gene 2168], SLC27A2 (solute carrier family 27 member 2) [NCBI Gene 11001], SLC27A4 (solute carrier family 27 member 4) [NCBI Gene 10999], LRP2 (LDL receptor related protein 2) [NCBI Gene 4036], CUBN (cubilin) [NCBI Gene 8029], IL1B (interleukin 1 beta) [NCBI Gene 3553], IL18 (interleukin 18) [NCBI Gene 3606], TGFB1 (transforming growth factor beta 1) [NCBI Gene 7040]
- **Diseases:** Type 1 diabetes mellitus (MONDO:0005147), diabetic kidney disease (MONDO:0005016)

## Full-text entities

- **Diseases:** DKD (MESH:D003928), albuminuria (MESH:D000419), fibrosis (MESH:D005355), renal function decline (MESH:D060825), renal function (MESH:D058186), impaired renal function (MESH:D007674), inflammation (MESH:D007249), T1D (MESH:D003922)
- **Chemicals:** creatinine (MESH:D003404), TG (MESH:D014280), Lipids (MESH:D008055), FFA (MESH:D005230)

## Full text

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## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12520818/full.md

## References

41 references — full list in the complete paper: https://tomesphere.com/paper/PMC12520818/full.md

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Source: https://tomesphere.com/paper/PMC12520818