Multiregional single-cell proteogenomic analysis of ccRCC reveals cytokine drivers of intratumor spatial heterogeneity Journal Article


Authors: Miheecheva, N.; Postovalova, E.; Lyu, Y.; Ramachandran, A.; Bagaev, A.; Svekolkin, V.; Galkin, I.; Zyrin, V.; Maximov, V.; Lozinsky, Y.; Isaev, S.; Ovcharov, P.; Shamsutdinova, D.; Cheng, E. H.; Nomie, K.; Brown, J. H.; Tsiper, M.; Ataullakhanov, R.; Fowler, N.; Hsieh, J. J.
Article Title: Multiregional single-cell proteogenomic analysis of ccRCC reveals cytokine drivers of intratumor spatial heterogeneity
Abstract: Intratumor heterogeneity (ITH) represents a major challenge for anticancer therapies. An integrated, multidimensional, multiregional approach dissecting ITH of the clear cell renal cell carcinoma (ccRCC) tumor microenvironment (TME) is employed at the single-cell level with mass cytometry (CyTOF), multiplex immunofluorescence (MxIF), and single-nucleus RNA sequencing (snRNA-seq) and at the bulk level with whole-exome sequencing (WES), RNA-seq, and methylation profiling. Multiregional analyses reveal unexpected conservation of immune composition within each individual patient, with profound differences among patients, presenting patient-specific tumor immune microenvironment signatures despite underlying genetic heterogeneity from clonal evolution. Spatial proteogenomic TME analysis using MxIF identifies 14 distinct cellular neighborhoods and, conversely, demonstrated architectural heterogeneity among different tumor regions. Tumor-expressed cytokines are identified as key determinants of the TME and correlate with clinical outcome. Overall, this work signifies that spatial ITH occurs in ccRCC, which may drive clinical heterogeneity and warrants further interrogation to improve patient outcomes. © 2022 The Author(s)
Keywords: tumor microenvironment; tumor heterogeneity; spatial heterogeneity; ccrcc; multiplex imaging; cp: cancer; multiomic profiling; multiregional biopsies; single-cell proteogenomics
Journal Title: Cell Reports
Volume: 40
Issue: 7
ISSN: 2211-1247
Publisher: Cell Press  
Date Published: 2022-08-16
Start Page: 111180
Language: English
DOI: 10.1016/j.celrep.2022.111180
PUBMED: 35977503
PROVIDER: scopus
DOI/URL:
Notes: Article -- Export Date: 1 September 2022 -- Source: Scopus
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  1. Emily H Cheng
    78 Cheng