Validation of mammalian target of rapamycin biomarker panel in patients with clear cell renal cell carcinoma

Ahmed Q. Haddad, Payal Kapur, Nirmish Singla, Jay D. Raman, Matthew T. Then, Philipp Nuhn, Alexander Buchner, Patrick Bastian, Christian Seitz, Shahrokh F. Shariat, Karim Bensalah, Nathalie Rioux-Leclercq, Arthur Sagalowsky, Yair Lotan, Vitaly Margulis

Research output: Contribution to journalArticlepeer-review

14 Scopus citations


BACKGROUND: This was an external validation of the prognostic benefit of mammalian target of rapamycin (mTOR) marker panel in patients with clear cell renal cell carcinoma (ccRCC). METHODS: Immunohistochemistry for 5 mTOR pathway markers was performed on tissue microarrays of patients with nonmetastatic ccRCC treated surgically at 4 centers. The markers employed were phosphatase and tensin homolog (PTEN), phosphoinositide 3-kinase (PI3K), phosphorylated-mTOR (p-mTOR), phosphorylated-S6 (p-S6), and phosphorylated 4E-binding protein-1 (p-4EBP1). Cox regression was used to correlate marker status and oncologic outcomes. Discrimination of the models was determined using area under the curve and net reclassification improvement. RESULTS: Five hundred twenty-eight patients with a median follow-up of 56.5 months were included. Expression of PI3K, PTEN, p-mTOR, p-4EBP1, and p-S6 was altered in 52%, 78%, 25%, 86%, and 30% of patients, respectively. The number of altered biomarkers predicted recurrence-free survival (RFS) in multivariate analysis adjusted for stage, grade, and lymph node status (HR, 3.20; P5.02 for patients with 4-5 altered biomarkers compared with 0-1 altered markers). A biomarker panel consisting of only 2 markers (p-S6 and p-4EBP1) independently predicted for worse RFS (HR, 4.38; P5.003 for patients with 2 altered markers compared to patients with 0 altered markers). The biomarker score increased predictive accuracy when added to the clinical Cox regression model. CONCLUSIONS: m-TOR pathway biomarkers add prognostic information in addition to standard clinicopathologic variables in ccRCC patients and may identify patients who could benefit from additional treatments or closer postoperative surveillance.

Original languageEnglish (US)
Pages (from-to)43-50
Number of pages8
Issue number1
StatePublished - Jan 1 2015
Externally publishedYes


  • Biomarkers
  • Mammalian target of rapamycin
  • Renal cell carcinoma
  • Validation

ASJC Scopus subject areas

  • Oncology
  • Cancer Research


Dive into the research topics of 'Validation of mammalian target of rapamycin biomarker panel in patients with clear cell renal cell carcinoma'. Together they form a unique fingerprint.

Cite this