1. Geospatial characterization of immune cell distributions and dynamics across the microenvironment in clear cell renal cell carcinoma
- Author
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Jonathan Nguyen, Jamie K Teer, Liang Wang, Anders Berglund, Fengshen Kuo, Jad Chahoud, Jasreman Dhillon, Youngchul Kim, Ali Hajiran, James J Mulé, Andrew Chang, Nicholas H Chakiryan, Gregory J Kimmel, Carlos Moran-Segura, Daryoush Saeed-Vafa, Esther N Katende, Neale Lopez-Blanco, Phillip Rappold, Philippe E Spiess, Michelle Fournier, Daniel Jeong, Abraham Ari Hakimi, Philipp M Altrock, and Brandon J Manley
- Subjects
Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Introduction In clear cell renal cell carcinoma (ccRCC), tumor-associated macrophage (TAM) induction of CD8+T cells into a terminally exhausted state has been implicated as a major mechanism of immunotherapy resistance, but a deeper biological understanding is necessary.Methods Primary ccRCC tumor samples were obtained from 97 patients between 2004 and 2018. Multiplex immunofluorescence using lymphoid and myeloid markers was performed in seven regions of interest per patient across three predefined zones, and geospatial analysis was performed using Ripley’s K analysis, a methodology adapted from ecology.Results Clustering of CD163+M2 like TAMs into the stromal compartment at the tumor–stroma interface was associated with worse clinical stage (tumor/CD163+nK(75): stage I/II: 4.4 (IQR −0.5 to 5.1); stage III: 1.4 (IQR −0.3 to 3.5); stage IV: 0.6 (IQR −2.1 to 2.1); p=0.04 between stage I/II and stage IV), and worse overall survival (OS) and cancer-specific survival (CSS) (tumor/CD163+nK(75): median OS–hi=149 months, lo=86 months, false-discovery rate (FDR)-adj. Cox p
- Published
- 2023
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