Non-Metastatic Clear Cell Renal Cell Carcinoma Immune Cell Infiltration Heterogeneity and Prognostic Ability in Patients Following Surgery.
Daniel D ShapiroTaja LozarLingxin ChengElliot XieIsraa A LakloukMoon Hee LeeWei HuangDavid F JarrardGlenn O AllenRong HuToshi KinoshitaKarla EsbonaPaul F LambertChristian M CapitiniChristina KendziorskiEdwin Jason AbelPublished in: Cancers (2024)
Predicting which patients will progress to metastatic disease after surgery for non-metastatic clear cell renal cell carcinoma (ccRCC) is difficult; however, recent data suggest that tumor immune cell infiltration could be used as a biomarker. We evaluated the quantity and type of immune cells infiltrating ccRCC tumors for associations with metastatic progression following attempted curative surgery. We quantified immune cell densities in the tumor microenvironment and validated our findings in two independent patient cohorts with multi-region sampling to investigate the impact of heterogeneity on prognostic accuracy. For non-metastatic ccRCC, increased CD8 + T cell infiltration was associated with a reduced likelihood of progression to metastatic disease. Interestingly, patients who progressed to metastatic disease also had increased percentages of exhausted CD8 + T cells. Finally, we evaluated the spatial heterogeneity of the immune infiltration and demonstrated that patients without metastatic progression had CD8 + T cells in closer proximity to ccRCC cells. These data strengthen the evidence for CD8 + T cell infiltration as a prognostic biomarker in non-metastatic ccRCC and demonstrate that multi-region sampling may be necessary to fully characterize immune infiltration within heterogeneous tumors. Tumor CD8 + T cell infiltration should be investigated as a biomarker in adjuvant systemic therapy clinical trials for high-risk non-metastatic RCC.
Keyphrases
- squamous cell carcinoma
- small cell lung cancer
- end stage renal disease
- ejection fraction
- chronic kidney disease
- newly diagnosed
- clinical trial
- prognostic factors
- randomized controlled trial
- stem cells
- single cell
- machine learning
- patient reported outcomes
- bone marrow
- electronic health record
- mass spectrometry
- induced apoptosis
- percutaneous coronary intervention
- rectal cancer
- artificial intelligence
- cell cycle arrest