Selected Grantee Publications

Single-Cell Protein Activity Analysis Identifies Recurrence-Associated Renal Tumor Macrophages

Obradovic et al., Cell. 2021.

https://doi.org/10.1016/j.cell.2021.04.038

Post-surgery course of clear cell renal carcinoma (ccRCC) is mixed because of the heterogeneity of the disease. Using high-performance computing cluster and storage systems, investigators established an inclusive ccRCC tumor microenvironment (TME) map by using single-cell RNA sequencing data of subpopulations of tumor and tumor-adjacent tissues. Analysis of the data identified key TME subpopulations as well as their master regulators and candidate cell-cell interactions, revealing clinically relevant cell populations. Specifically, the study uncovered a tumor-specific macrophage subpopulation, validated by spatially resolved, quantitative multispectral immunofluorescence. In a large clinical validation cohort, markers of this subpopulation were significantly enriched in tumors from patients who recurred following surgery. Supported by ORIP (S10OD012351, S10OD021764) and others.