Evidence map›Paper›PMID 42124559›Full record

ArticleResearch and reports in urology2026

Real-World Predictors of Response to Immunotherapy in Metastatic Renal Cell Carcinoma: The Emerging Role of the Urologist in Immuno-Oncology.

Celia Abad Rodriguez-Hesles, Francisco Gutierrez-Tejero, Virginia Yuste-Mascarós, Alberto Zambudio-Munuera, Miguel Arrabal-Martin, Miguel Angel Arrabal-Polo

Abstract read
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Article in Research and reports in urology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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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

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Celia Abad Rodriguez-HeslesDepartment of Urology, Hospital Clínico San Cecilio, Granada, Spain.
Francisco Gutierrez-TejeroDepartment of Urology, Hospital Clínico San Cecilio, Granada, Spain.
Virginia Yuste-MascarósDepartment of Urology, Hospital Clínico San Cecilio, Granada, Spain.
Alberto Zambudio-MunueraDepartment of Urology, Hospital Clínico San Cecilio, Granada, Spain.
Miguel Arrabal-MartinDepartment of Urology, Hospital Clínico San Cecilio, Granada, Spain.
Miguel Angel Arrabal-PoloDepartment of Urology, Hospital Clínico San Cecilio, Granada, Spain.ORCID 0000-0002-3993-3911

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: Immunotherapy has transformed the treatment of metastatic renal cell carcinoma (mRCC), with urologists playing a central role in systemic treatment selection through multidisciplinary decision-making, patient selection, and treatment sequencing. Identifying predictors of response is essential to personalize therapy and improve outcomes. Material and Methods: We conducted a retrospective, single-center study of 32 patients with mRCC who received immunotherapy: 15 received first-line nivolumab-ipilimumab, 3 pembrolizumab-axitinib, 13 second-line nivolumab, and 1 third-line nivolumab. Clinical, histological, and prognostic variables (International Metastatic Renal Cell Carcinoma Database Consortium (IMDC), Meet-URO, FAN score), and blood biomarkers (neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), eosinophil percentage) were assessed using Kaplan-Meier analysis with Log rank tests and Cox regression. Given the small sample size, results should be interpreted with caution. Results: A total of 32 patients were included, with the majority classified as IMDC intermediate risk. The Meet-URO score showed superior prognostic value for overall survival compared with IMDC (median 21 vs. 1-2 months across groups; 95% CI 1.83-20.17; p=0.043). A post-treatment NLR below 2.44 predicted improved progression-free survival (median 17 vs. 7 months; 95% CI 7.4-26.2; p=0.014) and remained independently significant. Neither FAN score nor eosinophil percentage provided prognostic discrimination. No survival differences were observed between treatment lines. Cytoreductive nephrectomy (78%) was associated with longer progression-free survival (9 vs. 3 months; HR: 3.72, 95% CI 1.15-12.02; p=0.028) and overall survival (21 vs. 3 months; HR 4.03, 95% CI 1.14-14.19; p=0.030). Conclusion: Cytoreductive nephrectomy, early NLR, and the Meet-URO score may have potential value for risk stratification in patients with mRCC receiving immunotherapy. In a real-world urology-led setting, these factors may support clinical decision-making and treatment selection. These findings should be considered exploratory and hypothesis-generating, given the limited sample size, and warrant confirmation in larger prospective studies.

Indexed as

cytoreductive nephrectomyimmunotherapyneutrophil-to-lymphocyte ratiorenal cell carcinomasurvival analysisurologic oncology

Identifiers

PMID42124559
PMCPMC13159738

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