Wang Qixue, Tan Yanli, Fang Chuan, Zhou Junhu, Wang Yunfei, Zhao Kai, Jin Weili, Wu Ye, Liu Xiaomin, Liu Xing, Kang Chunsheng
Tianjin Medical University General Hospital, Tianjin 300052, China.
Tianjin Neurological Institute, Key Laboratory of Neurotrauma, Variation, and Regeneration, Ministry of Education and Tianjin Municipal Government, Tianjin 300052, China.
Aging (Albany NY). 2019 Sep 18;11(18):7707-7722. doi: 10.18632/aging.102282.
Recent advances in single-cell RNA sequencing (scRNA-seq) have endowed researchers with the ability to detect and analyze the transcriptomes of individual cancer cells. In the present study, 16,128 tumor cells from EGFR wild-type and EGFRvIII mutant cells were profiled by scRNA-seq. Analyses of scRNA-seq data from both U87MG and U87MG-EGFRvIII libraries revealed inherent heterogeneity in gene expression and biological processes. The cells stably expressing EGFRvIII showed enhanced transcriptional activities and a relatively homogeneous pattern, which manifested as less diverse distributions, gene expression levels and functional annotations compared with those of cells expressing the nonmutated version. Moreover, the differentially expressed genes between the U87MG and U87MG-EGFRvIII groups were mainly enriched in DNA replication, DNA repair and angiogenesis. We compared scRNA-seq data with bulk RNA-seq and EGFRvIII xenograft RNA-seq data. RAD51AP1 was shown to be upregulated in all three databases. Further analysis of RAD51AP1 revealed that it is an independent prognostic factor of glioma. Knocking down RAD51AP1 significantly inhibited tumor volume in an intracranial EGFRvIII-positive GBM model and prolonged survival time. Collectively, our microfluidic-based scRNA-seq driven by a single genetic event revealed a previously unappreciated implication of EGFRvIII in the heterogeneity of GBM and identified RAD51AP1 as an oncogene in glioma.
单细胞RNA测序(scRNA-seq)的最新进展使研究人员有能力检测和分析单个癌细胞的转录组。在本研究中,通过scRNA-seq对来自EGFR野生型和EGFRvIII突变细胞的16,128个肿瘤细胞进行了分析。对来自U87MG和U87MG-EGFRvIII文库的scRNA-seq数据的分析揭示了基因表达和生物学过程中固有的异质性。稳定表达EGFRvIII的细胞表现出增强的转录活性和相对均匀的模式,与表达非突变版本的细胞相比,其分布、基因表达水平和功能注释的多样性较低。此外,U87MG和U87MG-EGFRvIII组之间的差异表达基因主要富集在DNA复制、DNA修复和血管生成中。我们将scRNA-seq数据与批量RNA-seq和EGFRvIII异种移植RNA-seq数据进行了比较。结果显示RAD51AP1在所有三个数据库中均上调。对RAD51AP1的进一步分析表明,它是胶质瘤的一个独立预后因素。在颅内EGFRvIII阳性GBM模型中敲低RAD51AP1可显著抑制肿瘤体积并延长生存时间。总的来说,我们基于微流控的由单个遗传事件驱动的scRNA-seq揭示了EGFRvIII在GBM异质性中以前未被认识到的影响,并确定RAD51AP1为胶质瘤中的一个癌基因。