Related Experiment Video
Updated: Nov 19, 2025

Comparing Metastatic Clear Cell Renal Cell Carcinoma Model Established in Mouse Kidney and on Chicken Chorioallantoic Membrane
Published on: February 8, 2020
Mapping the immune environment in clear cell renal carcinoma by single-cell genomics
Nicholas Borcherding1,2,3, Ajaykumar Vishwakarma4,5,6, Andrew P Voigt2
1Department of Pathology and Immunology, Washington University School of Medicine, St Louis, MO, USA.
Abstract:
Clear cell renal cell carcinoma (ccRCC) is one of the most immunologically distinct tumor types due to high response rate to immunotherapies, despite low tumor mutational burden. To characterize the tumor immune microenvironment of ccRCC, we applied single-cell-RNA sequencing (SCRS) along with T-cell-receptor (TCR) sequencing to map the transcriptomic heterogeneity of 25,688 individual CD45+ lymphoid and myeloid cells in matched tumor and blood from three patients with ccRCC. We also included 11,367 immune cells from four other individuals derived from the kidney and peripheral blood to facilitate the identification and assessment of ccRCC-specific differences. There is an overall increase in CD8+ T-cell and macrophage populations in tumor-infiltrated immune cells compared to normal renal tissue. We further demonstrate the divergent cell transcriptional states for tumor-infiltrating CD8+ T cells and identify a MKI67 + proliferative subpopulation being a potential culprit for the progression of ccRCC. Using the SCRS gene expression, we found preferential prediction of clinical outcomes and pathological diseases by subcluster assignment. With further characterization and functional validation, our findings may reveal certain subpopulations of immune cells amenable to therapeutic intervention.
Insights
This study mapped the tumor immune microenvironment in clear cell renal cell carcinoma (ccRCC) using single-cell RNA sequencing. Findings reveal a proliferative CD8+ T-cell subpopulation potentially driving ccRCC progression.
Area of Science:
- Immunology
- Oncology
- Genomics
Background:
- Clear cell renal cell carcinoma (ccRCC) exhibits unique immunological characteristics and high immunotherapy response rates, despite a low tumor mutational burden.
- Understanding the tumor immune microenvironment (TME) is crucial for ccRCC, particularly given its distinct immune profile.
Purpose of the Study:
- To characterize the transcriptomic heterogeneity of immune cells within the ccRCC tumor microenvironment.
- To identify specific immune cell subpopulations and their roles in ccRCC progression and clinical outcomes.
Main Methods:
- Single-cell RNA sequencing (scRNA-seq) and T-cell receptor (TCR) sequencing were applied to analyze 25,688 CD45+ immune cells from ccRCC tumors and blood.
- Comparative analysis included 11,367 immune cells from normal kidney and peripheral blood to identify ccRCC-specific immune cell differences.
Main Results:
- Tumor-infiltrating immune cells showed increased CD8+ T-cell and macrophage populations compared to normal renal tissue.
- Divergent transcriptional states were identified in tumor-infiltrating CD8+ T cells, including a MKI67+ proliferative subpopulation linked to ccRCC progression.
- scRNA-seq gene expression data enabled preferential prediction of clinical outcomes and pathological features by immune cell subcluster assignment.
Conclusions:
- The study identified distinct immune cell subpopulations within the ccRCC TME, including a potentially oncogenic CD8+ T-cell subset.
- These findings highlight specific immune cell populations that may be targeted for therapeutic intervention in ccRCC.
- Further research and functional validation are warranted to explore the therapeutic potential of identified immune cell subpopulations.
More Related Videos
06:38A Syngeneic Mouse Model of Metastatic Renal Cell Carcinoma for Quantitative and Longitudinal Assessment of Preclinical Therapies
Published on: April 12, 2017
11:00Visualization, Quantification, and Mapping of Immune Cell Populations in the Tumor Microenvironment
Published on: March 25, 2020