Sample site impacts RNA biomarkers for renal cell carcinoma Journal Article


Authors: Eismann, L.; Xie, A. X.; Tang, C.; Knezevic, A.; Ostrovnaya, I.; Kuo, F.; Ari Hakimi, A.; Reznik, E.; Kotecha, R. R.
Article Title: Sample site impacts RNA biomarkers for renal cell carcinoma
Abstract: Immunotherapy (ICIs) remains a mainstay for treatment of advanced clear-cell renal cell carcinoma (ccRCC). Biomarker analyses have demonstrated that gene expression profiles are associated with regimen-specific outcomes. These transcriptomic analyses used mixed sample cohorts (primary and metastatic tumor specimens) and it is unknown whether the clinical relevance of transcriptomic signatures is impacted by tissue site. We evaluated data for 1132 patients with metastatic ccRCC treated with ICI in prior studies (IMmotion151 and CheckMate-009, -010, and -025). We identified significant and reproducible differences in gene expression by tissue site. We tested the association between previously described molecular tissue clusters (MTCs) by tissue site (MTC1-primary and MTC1-metastasis) and progression-free survival (PFS) and objective response to systemic therapy. In IMmotion151, MTC2-metastasis was significantly associated with better PFS on sunitinib (hazard ratio [HR] 3.39, 95% confidence interval [CI] 1.32–8.69; p = 0.01) in comparison to MTC2-primary (HR 0.95, 95% CI 0.65–1.38; p = 0.80; pinteraction = 0.02). Evaluation of known RNA signatures in the CheckMate trials revealed that JAVELIN-metastasis was associated with better PFS on ICI (HR 0.77, 95% CI 0.62–0.97; p = 0.03) in comparison to JAVELIN-primary (HR 1.04, 95% CI 0.91–1.19; p = 0.56; pinteraction = 0.02). These results indicate that tissue site may be a relevant confounder in biomarker analyses. © 2024 The Authors
Keywords: adult; cancer survival; human tissue; treatment response; primary tumor; genetics; mortality; bevacizumab; sunitinib; systemic therapy; biomarkers; cancer immunotherapy; metastasis; progression free survival; gene expression profiling; pathology; transcriptomics; tumor marker; renal cell carcinoma; kidney neoplasms; rna; kidney tumor; carcinoma, renal cell; drug therapy; rna, neoplasm; transcriptome; clear cell renal cell carcinoma; progression-free survival; clinical trial (topic); immune checkpoint inhibitor; humans; human; male; female; article; atezolizumab; biomarkers, tumor
Journal Title: European Urology
Volume: 87
Issue: 1
ISSN: 0302-2838
Publisher: Elsevier Science, Inc.  
Date Published: 2025-01-01
Start Page: 79
End Page: 83
Language: English
DOI: 10.1016/j.eururo.2024.09.004
PUBMED: 39358058
PROVIDER: scopus
PMCID: PMC11646181
DOI/URL:
Notes: The MSK Cancer Center Support Grant (P30 CA008748) is acknowledge in the PDF -- Corresponding authors is MSK authors: Ed Reznik and Ritesh R. Kotecha -- Source: Scopus
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MSK Authors
  1. Abraham Ari Hakimi
    324 Hakimi
  2. Eduard Reznik
    103 Reznik
  3. Fengshen Kuo
    81 Kuo
  4. Andrea Knezevic
    106 Knezevic
  5. Ritesh Rajesh Kotecha
    92 Kotecha
  6. Cerise Tang
    11 Tang
  7. Amy Xie
    6 Xie
  8. Lennert Eismann
    11 Eismann