The management of metastatic renal cell carcinoma (RCC) has undergone a major transformation, with median survival increasing from <1 year to ~5 years. However, biomarker development in RCC has lagged, largely because the most effective therapies, such as immune checkpoint inhibitors and VEGFR tyrosine kinase inhibitors, act on the tumour microenvironment rather than directly on tumour cells. Although predictive biomarker development in RCC remains challenging, selected tools such as circulating biomarkers and tissue-based RNA signatures are shaping a personalized approach to care, with some emerging biomarkers showing clinical potential, and additional biomarkers poised to enter clinical practice.
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References
McKinnon, M. B., Rini, B. I. & Haake, S. M. Biomarker-informed care for patients with renal cell carcinoma. Nat. Cancer 6, 573–583 (2025).
Graham, J., Dudani, S. & Heng, D. Y. C. Prognostication in kidney cancer: recent advances and future directions. J. Clin. Oncol. 36, 3567–3573 (2018).
Moch, H. et al. The 2022 World Health Organization classification of tumours of the urinary system and male genital organs—part a: renal, penile, and testicular tumours. Eur. Urol. 82, 458–468 (2022).
Tannir, N. M. et al. Efficacy and safety of nivolumab plus ipilimumab versus sunitinib in first-line treatment of patients with advanced sarcomatoid renal cell carcinoma. Clin. Cancer Res. 27, 78–86 (2021).
Braun, D. A. et al. Interplay of somatic alterations and immune infiltration modulates response to PD-1 blockade in advanced clear cell renal cell carcinoma. Nat. Med. 26, 909–918 (2020).
Vano, Y.-A. et al. Nivolumab, nivolumab–ipilimumab, and VEGFR-tyrosine kinase inhibitors as first-line treatment for metastatic clear-cell renal cell carcinoma (BIONIKK): a biomarker-driven, open-label, non-comparative, randomised, phase 2 trial. Lancet Oncol. 23, 612–624 (2022).
Takahashi, Y. et al. Regression of human kidney cancer following allogeneic stem cell transplantation is associated with recognition of an HERV-E antigen by T cells. J. Clin. Invest. 118, 1099–1109 (2008).
Jiang, Q. et al. HIF regulates multiple translated endogenous retroviruses: implications for cancer immunotherapy. Cell 188, 1807–1827.e34 (2025).
Zill, O. A. et al. The landscape of actionable genomic alterations in cell-free circulating tumor DNA from 21,807 advanced cancer patients. Clin. Cancer Res. 24, 3528–3538 (2018).
Nuzzo, P. V. et al. Detection of renal cell carcinoma using plasma and urine cell-free DNA methylomes. Nat. Med. 26, 1041–1043 (2020).
Xu, W. et al. Plasma KIM-1 is associated with recurrence risk after nephrectomy for localized renal cell carcinoma: a trial of the ECOG-ACRIN research group (E2805). Clin. Cancer Res. 27, 3397–3403 (2021).
Xu, W. et al. Evaluation of circulating kidney injury marker-1 (KIM-1) as a prognostic and predictive biomarker in advanced renal cell carcinoma (aRCC): post-hoc analysis of CheckMate 214. J. Clin. Oncol. 43 (Suppl. 5), 437 (2025).
Shuch, B. et al. [89Zr]Zr-girentuximab for PET–CT imaging of clear-cell renal cell carcinoma: a prospective, open-label, multicentre, phase 3 trial. Lancet Oncol. 25, 1277–1287 (2024).
Acknowledgements
Z.B., A.A.H., E.R. and R.J.M. report support from the National Cancer Institute Cancer Center Core (grant P30-CA008748) supporting Memorial Sloan Kettering Cancer Center. Z.B. reports support from the National Cancer Institute’s Clinical Scholars Biomedical Research Training Program (grant T32CA009512-35).
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Z.B. reports honoraria from UpToDate. A.A.H. reports research funding from Merck. R.J.M. has provided consulting or advisory roles for Exelixis and Merck and has received research funding from Aveo, Bristol Myers Squibb, Eisai, Exelixis, Pfizer and Merck. E.R. declares no competing interests.
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Bakouny, Z., Hakimi, A.A., Reznik, E. et al. Biomarkers for renal cell carcinoma — a pragmatic approach. Nat Rev Urol (2025). https://doi.org/10.1038/s41585-025-01073-z
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DOI: https://doi.org/10.1038/s41585-025-01073-z