Department of Radiology, Mayo Clinic Arizona, Phoenix, AZ, USA.
Department of Cancer Biology, Mayo Clinic Arizona, Scottsdale, AZ, USA.
Nat Commun. 2023 Sep 28;14(1):6066. doi: 10.1038/s41467-023-41559-1.
Sampling restrictions have hindered the comprehensive study of invasive non-enhancing (NE) high-grade glioma (HGG) cell populations driving tumor progression. Here, we present an integrated multi-omic analysis of spatially matched molecular and multi-parametric magnetic resonance imaging (MRI) profiling across 313 multi-regional tumor biopsies, including 111 from the NE, across 68 HGG patients. Whole exome and RNA sequencing uncover unique genomic alterations to unresectable invasive NE tumor, including subclonal events, which inform genomic models predictive of geographic evolution. Infiltrative NE tumor is alternatively enriched with tumor cells exhibiting neuronal or glycolytic/plurimetabolic cellular states, two principal transcriptomic pathway-based glioma subtypes, which respectively demonstrate abundant private mutations or enrichment in immune cell signatures. These NE phenotypes are non-invasively identified through normalized K2 imaging signatures, which discern cell size heterogeneity on dynamic susceptibility contrast (DSC)-MRI. NE tumor populations predicted to display increased cellular proliferation by mean diffusivity (MD) MRI metrics are uniquely associated with EGFR amplification and CDKN2A homozygous deletion. The biophysical mapping of infiltrative HGG potentially enables the clinical recognition of tumor subpopulations with aggressive molecular signatures driving tumor progression, thereby informing precision medicine targeting.
采样限制阻碍了对驱动肿瘤进展的侵袭性非增强(NE)高级别神经胶质瘤(HGG)细胞群的全面研究。在这里,我们对 68 名 HGG 患者的 313 个多区域肿瘤活检进行了空间匹配的分子和多参数磁共振成像(MRI)分析,包括 111 个来自 NE 的分析。全外显子组和 RNA 测序揭示了不可切除的侵袭性 NE 肿瘤的独特基因组改变,包括亚克隆事件,这些事件为预测地理进化的基因组模型提供了信息。浸润性 NE 肿瘤中还富集了具有神经元或糖酵解/多代谢细胞状态的肿瘤细胞,这两种主要基于转录组途径的神经胶质瘤亚型分别表现出丰富的私有突变或免疫细胞特征的富集。通过标准化 K2 成像特征可以非侵入性地识别这些 NE 表型,这些特征可以在动态对比增强(DSC)-MRI 上辨别细胞大小异质性。通过平均扩散度(MD)MRI 指标预测具有增加细胞增殖的 NE 肿瘤群体与 EGFR 扩增和 CDKN2A 纯合缺失独特相关。浸润性 HGG 的生物物理图谱可能使临床能够识别具有侵袭性分子特征的肿瘤亚群,从而推动肿瘤进展,从而为精准医学靶向治疗提供信息。