# Molecular Remodeling of Peritumoral Tissue in Clear Cell Renal Cell Carcinoma: Insights into Inflammaging and Prognostic Markers

**Authors:** Giuseppe Stefano Netti, Federica Spadaccino, Giuseppe Lucarelli, Valeria Catalano, Andrea Checchia, Alessandra Stasi, Federica De Luca, Valentina Camporeale, Giorgia Leccese, Roberto Cuttano, Dario Troise, Barbara Infante, Giuseppe Carrieri, Walter J. Storkus, Giovanni Stallone, Elena Ranieri

PMC · DOI: 10.3390/cancers18030414 · Cancers · 2026-01-28

## TL;DR

This study shows that tissue around kidney tumors shows signs of inflammation and aging, which may help cancer grow and could lead to better treatments.

## Contribution

The study identifies peritumoral inflammaging as a novel contributor to RCC progression and highlights PTX3 and IL-6 as potential prognostic biomarkers.

## Key findings

- PTX3 and IL-6 are significantly upregulated in peritumoral and tumor tissues compared to normal kidney samples.
- Senescence markers p21 and p16 are elevated in peritumoral areas but reduced in tumor cores.
- High serum IL-6 levels correlate with lower survival rates in RCC patients.

## Abstract

Renal cell carcinoma is a common and often silent form of kidney cancer. This study explores how chronic inflammation and cellular aging—known together as “inflammaging”—may influence the development and progression of this disease. By analyzing tissue samples from patients, specific molecules linked to inflammation and cell aging have been shown to be more active in structurally normal regions surrounding the tumor. These findings suggest that peri-tumoral tissue may contribute to cancer growth. Understanding this process could lead to improvements in the detection and treatment of kidney cancer, especially in more aggressive cases.

Background/Objectives: Renal cell carcinoma (RCC) is a common and often asymptomatic malignancy with limited treatment options for advanced stages. Chronic inflammation and cellular senescence—collectively termed “inflammaging”—are emerging as key contributors to tumor progression. This study aimed to investigate the expression of inflammaging-related markers in RCC tissues, focusing on the role of PTX3, IL-6, and senescence-associated proteins in the tumor microenvironment. Methods: A retrospective cohort of 57 patients with clear cell RCC who underwent nephrectomy was analyzed. Formalin-fixed paraffin-embedded samples from tumor, peritumoral, and normal renal tissues were examined using confocal immunofluorescence microscopy to assess PTX3, IL-6, p21, and p16 expression. Senescence-associated β-galactosidase staining was performed to identify senescent cells. Serum IL-6 levels were measured by ELISA, and survival analysis was conducted using Kaplan–Meier curves and Cox regression analysis. Results: PTX3 and IL-6 were significantly upregulated in both peritumoral and tumor tissues compared to normal kidney samples (p < 0.001). Expression of senescence markers p21 and p16 were elevated in peritumoral areas (p < 0.001) as compared to normal renal tissues, but their expression was reduced or absent in the tumor core. High-grade and high-stage tumors exhibited stronger PTX3 and IL-6 expression and lower levels of cell cycle inhibitors (p < 0.001). Patients with elevated serum IL-6 levels had significantly lower 5-year cancer-specific survival (p < 0.005) and shorter progression-free survival (p < 0.001). Conclusions: Our findings suggest that peritumoral tissue in RCC exhibits a senescent and proinflammatory phenotype that may support tumor progression. PTX3 and IL-6 are potential biomarkers of disease severity and prognosis. Targeting inflammaging pathways could offer new therapeutic strategies for RCC, particularly in aggressive disease forms.

## Linked entities

- **Genes:** PTX3 (pentraxin 3) [NCBI Gene 5806], IL6 (interleukin 6) [NCBI Gene 3569], CDKN1A (cyclin dependent kinase inhibitor 1A) [NCBI Gene 1026], CDKN2A (cyclin dependent kinase inhibitor 2A) [NCBI Gene 1029]
- **Diseases:** Renal cell carcinoma (MONDO:0005086)

## Full-text entities

- **Genes:** GLB1 (galactosidase beta 1) [NCBI Gene 2720] {aka EBP, ELNR1, MPS4B}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, CDKN2A (cyclin dependent kinase inhibitor 2A) [NCBI Gene 1029] {aka ARF, CAI2, CDK4I, CDKN2, CMM2, INK4}, PTX3 (pentraxin 3) [NCBI Gene 5806] {aka TNFAIP5, TSG-14}, H3P16 (H3 histone pseudogene 16) [NCBI Gene 644914] {aka H3.6, H3F3AP6, p21}
- **Diseases:** cancer (MESH:D009369), Clear Cell Renal Cell Carcinoma (MESH:D002292), Chronic inflammation (MESH:D007249)
- **Chemicals:** paraffin (MESH:D010232)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

9 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12897026/full.md

## References

80 references — full list in the complete paper: https://tomesphere.com/paper/PMC12897026/full.md

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Source: https://tomesphere.com/paper/PMC12897026