Gill Brian J, Pisapia David J, Malone Hani R, Goldstein Hannah, Lei Liang, Sonabend Adam, Yun Jonathan, Samanamud Jorge, Sims Jennifer S, Banu Matei, Dovas Athanassios, Teich Andrew F, Sheth Sameer A, McKhann Guy M, Sisti Michael B, Bruce Jeffrey N, Sims Peter A, Canoll Peter
Departments of Neurological Surgery.
Pathology and Cell Biology.
Proc Natl Acad Sci U S A. 2014 Aug 26;111(34):12550-5. doi: 10.1073/pnas.1405839111. Epub 2014 Aug 11.
Glioblastomas (GBMs) diffusely infiltrate the brain, making complete removal by surgical resection impossible. The mixture of neoplastic and nonneoplastic cells that remain after surgery form the biological context for adjuvant therapeutic intervention and recurrence. We performed RNA-sequencing (RNA-seq) and histological analysis on radiographically guided biopsies taken from different regions of GBM and showed that the tissue contained within the contrast-enhancing (CE) core of tumors have different cellular and molecular compositions compared with tissue from the nonenhancing (NE) margins of tumors. Comparisons with the The Cancer Genome Atlas dataset showed that the samples from CE regions resembled the proneural, classical, or mesenchymal subtypes of GBM, whereas the samples from the NE regions predominantly resembled the neural subtype. Computational deconvolution of the RNA-seq data revealed that contributions from nonneoplastic brain cells significantly influence the expression pattern in the NE samples. Gene ontology analysis showed that the cell type-specific expression patterns were functionally distinct and highly enriched in genes associated with the corresponding cell phenotypes. Comparing the RNA-seq data from the GBM samples to that of nonneoplastic brain revealed that the differentially expressed genes are distributed across multiple cell types. Notably, the patterns of cell type-specific alterations varied between the different GBM subtypes: the NE regions of proneural tumors were enriched in oligodendrocyte progenitor genes, whereas the NE regions of mesenchymal GBM were enriched in astrocytic and microglial genes. These subtype-specific patterns provide new insights into molecular and cellular composition of the infiltrative margins of GBM.
胶质母细胞瘤(GBM)会在脑内弥漫浸润,导致无法通过手术切除将其完全清除。手术后残留的肿瘤细胞与非肿瘤细胞混合,形成了辅助治疗干预和复发的生物学背景。我们对从GBM不同区域获取的影像学引导活检组织进行了RNA测序(RNA-seq)和组织学分析,结果显示,与肿瘤非强化(NE)边缘的组织相比,肿瘤强化(CE)核心区域内的组织具有不同的细胞和分子组成。与癌症基因组图谱数据集进行比较后发现,CE区域的样本类似于GBM的神经干细胞型、经典型或间充质亚型,而NE区域的样本主要类似于神经型。对RNA-seq数据进行计算反卷积分析表明,非肿瘤性脑细胞的贡献显著影响NE样本中的表达模式。基因本体分析显示,细胞类型特异性表达模式在功能上具有明显差异,并且在与相应细胞表型相关的基因中高度富集。将GBM样本的RNA-seq数据与非肿瘤性脑组织的数据进行比较后发现,差异表达基因分布在多种细胞类型中。值得注意的是,不同GBM亚型之间细胞类型特异性改变的模式有所不同:神经干细胞型肿瘤的NE区域富含少突胶质细胞祖细胞基因,而间充质型GBM的NE区域则富含星形细胞和小胶质细胞基因。这些亚型特异性模式为GBM浸润边缘的分子和细胞组成提供了新的见解。