# Spatial Profiling and Prognostic Role of Tumor-Infiltrating CD8+ T and CD20+ B Cells in Metastatic Clear Cell Renal Cell Carcinoma Treated with Sequential Tyrosine Kinase Inhibitors and Nivolumab

**Authors:** Andriy Trailin, Lenka Červenková, Petr Hošek, Kristýna Pivovarčíková, Michaela Tkadlecová, Petr Stránský, Kari Hemminki, Ondřej Fiala

PMC · DOI: 10.7150/jca.125509 · Journal of Cancer · 2026-01-14

## TL;DR

This study examines how the location and density of specific immune cells in kidney cancer tumors relate to treatment outcomes when using tyrosine kinase inhibitors and nivolumab.

## Contribution

The study identifies spatial patterns of CD20+ B and CD8+ T cells as potential predictors of treatment response in metastatic kidney cancer.

## Key findings

- Higher CD20+ B cell density in tumor margins correlates with shorter progression-free survival during tyrosine kinase inhibitor therapy.
- Intermediate CD8+ T cell density in peritumoral areas is linked to longer progression-free survival during nivolumab treatment.

## Abstract

Background: Tumor-infiltrating lymphocytes (TILs) are known to influence disease progression and treatment response in clear cell renal cell carcinoma. This study aimed at evaluating the prognostic and predictive relevance of T and B cell infiltration patterns in patients with metastatic clear cell renal cell carcinoma (mRCC-cc) treated sequentially with tyrosine kinase inhibitors (TKIs) and the immune checkpoint inhibitor nivolumab.

Methods: In this retrospective cohort study, immune cell densities (CD3+, CD8+ T cells and CD20+ B cells) were analyzed by immunohistochemistry and quantified using digital image analysis software QuPath in distinct tumor regions of primary tumor: tumor center (TC), inner margin (IM), outer margin (OM), and peritumoral (PT) region. Samples were obtained from 36 patients with mRCC-cc treated with TKIs in the first line and sequentially with nivolumab in the second or third-line setting. Associations between immune cell densities, clinicopathological features, and survival outcomes were assessed using univariable and multivariable Cox regression models. Progression-free survival (PFS), overall survival (OS), and objective response rate (ORR) were evaluated.

Results: Densities of all immune cells were significantly higher in the OM and PT regions than in the TC and IM. Older age correlated with lower CD8+ T cell and CD20+ B cell densities, whereas higher tumor grade was associated with increased CD20+ B cell infiltration in IM.

High CD20+ B cell density in IM and OM was significantly associated with shorter PFS during first-line TKI therapy (hazard ratio (HR) = 3.30, P = 0.015 and HR = 3.25, P = 0.016, respectively). In contrast, an intermediate CD8+ T cell density in the PT region was associated with longer PFS during sequential nivolumab treatment (HR = 0.26, P = 0.007). No significant associations between immune cell densities and ORR or OS were observed.

Conclusions: Our findings suggest that spatial localization and density of tumor-infiltrating CD20+ B cells are potential predictors of poor PFS on TKIs, whereas higher CD8+ T cell infiltration in peritumoral areas may be a potential predictor of prolonged PFS on nivolumab. These immune-cell-based parameters may refine prognostic models and help guide treatment selection in mRCC-cc.

## Linked entities

- **Proteins:** CD8A (CD8 subunit alpha), MS4A1 (membrane spanning 4-domains A1)
- **Diseases:** clear cell renal cell carcinoma (MONDO:0005005)

## Full-text entities

- **Genes:** CD8A (CD8 subunit alpha) [NCBI Gene 925] {aka CD8, CD8alpha, IMD116, Leu2, p32}, KRT20 (keratin 20) [NCBI Gene 54474] {aka CD20, CK-20, CK20, K20, KRT21}
- **Diseases:** mRCC-cc (MESH:C538445), Tumor (MESH:D009369), Clear Cell Renal Cell Carcinoma (MESH:D002292)
- **Chemicals:** Nivolumab (MESH:D000077594)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

67 references — full list in the complete paper: https://tomesphere.com/paper/PMC12825419/full.md

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Source: https://tomesphere.com/paper/PMC12825419