Department of Molecular Medicine, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation and Technologies, Jupiter, FL, USA; Department of Molecular Medicine, Scripps Research, Jupiter, FL, USA.
Center for Cancer Evolution, Dana-Farber Cancer Institute, Boston, MA, USA; Department of Data Science, Dana-Farber Cancer Institute, Boston, MA, USA; Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA; Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA, USA.
Cell Rep. 2023 Mar 28;42(3):112235. doi: 10.1016/j.celrep.2023.112235. Epub 2023 Mar 14.
Glioblastoma (GBM) is the most aggressive brain tumor, with a median survival of ∼15 months. Targeted approaches have not been successful in this tumor type due to the large extent of intratumor heterogeneity. Mosaic amplification of oncogenes suggests that multiple genetically distinct clones are present in each tumor. To uncover the relationships between genetically diverse subpopulations of GBM cells and their native tumor microenvironment, we employ highly multiplexed spatial protein profiling coupled with single-cell spatial mapping of fluorescence in situ hybridization (FISH) for EGFR, CDK4, and PDGFRA. Single-cell FISH analysis of a total of 35,843 single nuclei reveals that tumors in which amplifications of EGFR and CDK4 more frequently co-occur in the same cell exhibit higher infiltration of CD163 immunosuppressive macrophages. Our results suggest that high-throughput assessment of genomic alterations at the single-cell level could provide a measure for predicting the immune state of GBM.
胶质母细胞瘤(GBM)是最具侵袭性的脑肿瘤,中位生存期约为 15 个月。由于肿瘤内异质性程度很大,针对该肿瘤类型的靶向方法尚未成功。癌基因的镶嵌扩增表明,每个肿瘤中存在多个遗传上不同的克隆。为了揭示 GBM 细胞中遗传多样化亚群与其天然肿瘤微环境之间的关系,我们采用高度多重化的空间蛋白质分析,结合针对 EGFR、CDK4 和 PDGFRA 的荧光原位杂交(FISH)的单细胞空间映射。对总共 35843 个单个核细胞进行单细胞 FISH 分析表明,EGFR 和 CDK4 扩增更频繁地在同一细胞中共同发生的肿瘤,CD163 免疫抑制巨噬细胞浸润程度更高。我们的研究结果表明,单细胞水平上高通量评估基因组改变可以提供预测 GBM 免疫状态的指标。