Pećina-Šlaus Nives, Zottel Alja, Škripek Željko, Puljko Borna, Dumančić Fran, Bukovac Anja, Jovčevska Ivana, Kafka Anja
Department of Biology, School of Medicine, University of Zagreb, Zagreb, Croatia; Laboratory of Neuro-oncology, Croatian Institute for Brain Research, School of Medicine University of Zagreb, Zagreb, Croatia.
Center for Functional Genomics and Biochips, Institute of Biochemistry and Molecular Genetics, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia.
Biomol Biomed. 2025 Jul 17;25(12):2712-2736. doi: 10.17305/bb.2025.12598.
Epithelial to mesenchymal transition (EMT) plays a critical role in tumor progression and metastasis, including in gliomas. To examine and interpret data on major genes involved in EMT and associate their changes with low-grade (LGG) and/or high-grade (HGG) gliomas, data from the cBioPortal-a publicly available database for tumor genomics and transcriptomics, were collected for 13 genes: CDH1, CDH2, CTNNB1, LEF1, NOTCH1, SNAI1, SNAI2, SOX2, TJP1/ZO1, TWIST1, VIM, ZEB1, and ZEB2. The dataset included mutations, copy number alterations (CNA), and changes in transcript levels reported for each gene. The genes were additionally validated by gene expression on the GlioVis portal, STRING protein network analysis, survival analysis, and experimentally with qRT-PCR. Glioblastoma and diffuse glioma harbored changes in all 13 analyzed genes, while anaplastic oligodendroglioma and anaplastic astrocytoma in 46.15%, oligodendroglioma in 23.08%, and oligoastrocytoma in 15.38%. NOTCH1 and SOX2 were most affected by changes. The NOTCH1 gene was statistically more frequently changed compared to CDH1, CTNNB1, and ZEB1 (p < 0.05). The virtual study showed that alterations in NOTCH1 and LEF1 were associated with LGG, while alterations in CDH1, CTNNB1, TJP1, TWIST1, SOX2, VIM, ZEB1, and ZEB2 were associated with HGG. Differential expression analysis stratified for IDH1 mutations showed that IDH1-mutant glioblastoma had significantly lower CDH2, LEF1 and SNAI1 expression, and higher ZEB1. Gene expression in different glioblastoma subtypes showed that the TJP1/ZO1 gene was associated with the classical subtype, while ZEB2 was associated with the proneural subtype. qRT-PCR confirmed GlioVis mRNA expression data for NOTCH1, SOX2, CDH1, CTNNB1, TJP1/ZO-1, VIM, TWIST1, and partially for SNAI1 (SNAIL), SNAI2, and CDH2. Our study shows consistent changes in genes involved in EMT in gliomas of different grades. Additional research is needed to confirm the knowledge brought by this study.
上皮-间质转化(EMT)在肿瘤进展和转移中起着关键作用,包括在胶质瘤中。为了检查和解释与EMT相关的主要基因的数据,并将它们的变化与低级别(LGG)和/或高级别(HGG)胶质瘤相关联,我们从cBioPortal(一个公开可用的肿瘤基因组学和转录组学数据库)收集了13个基因的数据:CDH1、CDH2、CTNNB1、LEF1、NOTCH1、SNAI1、SNAI2、SOX2、TJP1/ZO1、TWIST1、VIM、ZEB1和ZEB2。该数据集包括每个基因报告的突变、拷贝数改变(CNA)和转录水平变化。这些基因还通过GlioVis门户上的基因表达、STRING蛋白质网络分析、生存分析以及qRT-PCR实验进行了验证。胶质母细胞瘤和弥漫性胶质瘤在所有13个分析基因中都有变化,而间变性少突胶质细胞瘤和间变性星形细胞瘤中有46.15%、少突胶质细胞瘤中有23.08%、少突星形细胞瘤中有15.38%有变化。NOTCH1和SOX2受变化影响最大。与CDH1、CTNNB1和ZEB1相比,NOTCH1基因在统计学上变化更频繁(p<0.05)。虚拟研究表明,NOTCH1和LEF1的改变与LGG相关,而CDH1、CTNNB1、TJP1、TWIST1、SOX2、VIM、ZEB1和ZEB2的改变与HGG相关。对IDH1突变进行分层的差异表达分析表明,IDH1突变型胶质母细胞瘤的CDH2、LEF1和SNAI1表达显著降低,而ZEB1表达升高。不同胶质母细胞瘤亚型的基因表达表明,TJP1/ZO1基因与经典亚型相关,而ZEB2与神经干细胞样亚型相关。qRT-PCR证实了GlioVis上NOTCH1、SOX2、CDH1、CTNNB1、TJP1/ZO-1、VIM、TWIST1的mRNA表达数据,部分证实了SNAI1(SNAIL)、SNAI2和CDH2的表达数据。我们的研究表明,不同级别胶质瘤中参与EMT的基因存在一致的变化。需要进一步的研究来证实本研究带来的知识。