Abstract B009: Isolating human RCC tumor cells details evolutionary relationships between cancer cell subsets and a role of OXPHOS in disease progression
In this study, we aimed to examine cancer-cell intrinsic features that might dictate clear cell renal cell carcinoma (ccRCC) progression. However, cellular heterogeneity within the tumor tissue complicates the analysis of pure kidney cancer cells. Therefore, we performed scRNA-seq of the whole tumor...
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Veröffentlicht in: | Cancer research (Chicago, Ill.) Ill.), 2023-08, Vol.83 (16_Supplement), p.B009-B009 |
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Zusammenfassung: | In this study, we aimed to examine cancer-cell intrinsic features that might dictate clear cell renal cell carcinoma (ccRCC) progression. However, cellular heterogeneity within the tumor tissue complicates the analysis of pure kidney cancer cells. Therefore, we performed scRNA-seq of the whole tumor tissue to profile gene expression patterns unique to cancer cells. Next, using this information, we developed a novel FACS sorting strategy and sorted two populations: CD24loENPP3lo (CD24lo) and CD24hiENPP3hi (CD24hi). Whole genome sequencing on the isolated subsets from over 100 patients confirmed >85% tumor purity. Direct comparison with public TCGA data demonstrated that cancer cell enrichment prior to sequencing significantly increased mutation detection sensitivity highlighting the advantage of this approach. Genomic and phenotypic lineage analysis revealed a progressive relationship between CD24lo precursors and CD24hi differentiated cells. Apart from many shared clonal mutations, we detected selected subclonal events in the CD24lo that became clonal in CD24hi. CD24hi cells were characterized by highly malignant properties such as epithelial to mesenchymal transition and an increased proliferative state as measured by Ki67. In accordance with their invasive signature, increased CD24hi frequencies appeared in advanced but not early stages (T1-2) of ccRCC. Importantly, not all late-stage patients with a CD24hi population progressed after surgery. To examine the qualities of CD24hi cells that associate with disease recurrence, we performed RNA-seq on purified cancer cells from progressors or non-progressors. We found a strong link between disease progression and increased oxidative phosphorylation (OXPHOS) in CD24hi cells. Furthermore, to validate our RNA-seq we assessed mitochondrial fitness using the TMRM probe and detected increased mitochondrial potential within CD24hicells from progressors. To explore the intrinsic consequences of increased cancer cell oxidative metabolism, we examined the relationship between proliferation and OXPHOS in CD24hi cells but did not observe any significant correlations. Extrinsically, to evaluate OXPHOS effects on the tumor microenvironment we examined CD8 T cells given that increased infiltration confers a prognostic advantage in ccRCC. We found that elevated tumor oxidative metabolism inversely associated with CD8 T cells numbers and response to immunotherapy, suggesting a role for OXPHOS in anti-tumor immune control. Ove |
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ISSN: | 1538-7445 1538-7445 |
DOI: | 10.1158/1538-7445.KIDNEY23-B009 |